{"690055":{"#nid":"690055","#data":{"type":"event","title":"SEASR Workshops 2026","body":[{"value":"\u003Cp\u003EJoin the SEASR Workshop to learn more about IBB core facilities equipment, network with vendors, and tour our core labs!\u003C\/p\u003E\u003Ch5\u003E\u003Cstrong\u003EAgenda\u003C\/strong\u003E\u003C\/h5\u003E\u003Cul\u003E\u003Cli\u003E8:00 a.m. Registration\/Breakfast\u003C\/li\u003E\u003Cli\u003E8:30 a.m. \u003Ca href=\u0022https:\/\/www.elementbiosciences.com\/element-workshop-at-seasr-2026\u0022\u003EElement Bio Workshop\u003C\/a\u003E\u003C\/li\u003E\u003Cli\u003E10:00 a.m. Break\/Networking\u003C\/li\u003E\u003Cli\u003E10:30 a.m. \u003Ca href=\u0022https:\/\/survey.zohopublic.eu\/zs\/C7Byjq\u0022\u003Eibidi Workshop Part 1\u003C\/a\u003E\u003C\/li\u003E\u003Cli\u003E11:15 a.m. \u003Ca href=\u0022https:\/\/survey.zohopublic.eu\/zs\/C7Byjq\u0022\u003Eibidi Workshop Part 2\u003C\/a\u003E\u003C\/li\u003E\u003Cli\u003E12:00 p.m. IBB Core Facilities Lab Tours\u003C\/li\u003E\u003Cli\u003E1:30 p.m. Adjourn (transit to GT-GLC)\u003C\/li\u003E\u003C\/ul\u003E\u003Ch5\u003E\u003Ca href=\u0022https:\/\/www.elementbiosciences.com\/element-workshop-at-seasr-2026\u0022\u003E\u003Cstrong\u003EElement Bio Workshop Registration\u003C\/strong\u003E\u003C\/a\u003E\u003Cstrong\u003E | \u003C\/strong\u003E\u003Ca href=\u0022https:\/\/survey.zohopublic.eu\/zs\/C7Byjq\u0022\u003E\u003Cstrong\u003Eibidi Workshop Registration\u003C\/strong\u003E\u003C\/a\u003E\u003C\/h5\u003E\u003Ch5\u003E\u0026nbsp;\u003C\/h5\u003E\u003Ch5\u003E\u003Cstrong\u003EVendor Workshop Details\u0026nbsp;\u003C\/strong\u003E\u003C\/h5\u003E\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003EElement\u2019s AVITI24\u2122\/VITARI\u2122: A Multiomic NGS Platform for Deeper Insights and Higher Throughput\u003C\/strong\u003E\u003Cbr\u003EIn this session, Element will provide a technical overview of the AVITI platform family. AVITI delivers dependable, cost-effective NGS for foundational applications including gene expression profiling, single-cell sequencing, and targeted sequencing, with straightforward operation suited for shared cores and research labs. AVITI24 enables higher-resolution multiomic assays and Direct In Sample Sequencing, integrating spatial RNA, protein, and morphology readouts in a single run. Attendees will be introduced to VITARI, the world\u2019s first high-throughput bench-top sequencer, designed for scalable performance and maximum flexibility.\u003C\/li\u003E\u003Cli\u003E\u003Cstrong\u003Eibidi Part 1 - Free Partnership Offerings for Core Facilities and ibidi Overview\u003C\/strong\u003E\u003Cbr\u003EThis session includes a general review of ibidi products for live cell imaging, immunofluorescence, and 3D cell culture. Additionally, it will cover ibidi partnerships with Core Facilities.\u003C\/li\u003E\u003Cli\u003E\u003Cstrong\u003Eibidi Part 2\u003C\/strong\u003E \u003Cem\u003E\u003Cstrong\u003E- \u003C\/strong\u003E\u003C\/em\u003E\u003Cstrong\u003ENEW Micro Illumination System \u2013 Benchtop Microfluidics and Microstructuring\u003C\/strong\u003E\u003Cbr\u003EAn informational session and live demo of the benchtop UV illumination device. The session will cover applications like 3D microstructuring, light-induced wound healing, micropatterning, hydrogel-structuring, and more.\u0026nbsp;\u003C\/li\u003E\u003C\/ul\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EIBB core facility tours and equipment training workshops!\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"IBB core facility tours and equipment workshops!"}],"uid":"35486","created_gmt":"2026-04-29 17:37:59","changed_gmt":"2026-05-07 19:06:40","author":"Christina Wessels","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-06-03T08:00:00-04:00","event_time_end":"2026-06-03T13:30:00-04:00","event_time_end_last":"2026-06-03T13:30:00-04:00","gmt_time_start":"2026-06-03 12:00:00","gmt_time_end":"2026-06-03 17:30:00","gmt_time_end_last":"2026-06-03 17:30:00","rrule":null,"timezone":"America\/New_York"},"location":"Petit Biotech Building (IBB), Suddath Seminar Room 1128, 315 Ferst Drive","extras":[],"hg_media":{"680207":{"id":"680207","type":"image","title":"SEASR_Logo_515x390_square.jpg","body":null,"created":"1778154343","gmt_created":"2026-05-07 11:45:43","changed":"1778154343","gmt_changed":"2026-05-07 11:45:43","alt":"SEASR (Southeastern Association of Shared Resources) logo","file":{"fid":"264449","name":"SEASR_Logo_515x390_square.jpg","image_path":"\/sites\/default\/files\/2026\/05\/07\/SEASR_Logo_515x390_square_0.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/07\/SEASR_Logo_515x390_square_0.jpg","mime":"image\/jpeg","size":90010,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/07\/SEASR_Logo_515x390_square_0.jpg?itok=4eBxUDUt"}}},"media_ids":["680207"],"groups":[{"id":"1292","name":"Parker H. Petit Institute for Bioengineering and Bioscience (IBB)"},{"id":"1254","name":"Wallace H. Coulter Dept. of Biomedical Engineering"}],"categories":[],"keywords":[{"id":"187423","name":"go-bio"},{"id":"189814","name":"go-researchevents"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"194682","name":"Workshop"}],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"},{"id":"177814","name":"Postdoc"},{"id":"174045","name":"Graduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:connect@ibb.gatech.edu\u0022\u003Econnect@ibb.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690191":{"#nid":"690191","#data":{"type":"event","title":"Ph.D. Dissertation Defense Announcement: Sixu Li","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETitle:\u003C\/strong\u003E\u0026nbsp;The Algorithm-Hardware Specialization Spectrum of Multi-Stage Intelligence Pipelines: From Dedicated Accelerators to Heterogeneous Systems\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDate:\u003C\/strong\u003E Tuesday, May 19, 2026\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ETime:\u003C\/strong\u003E 4PM to 6PM Eastern Time\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ELocation:\u003C\/strong\u003E Klaus 2100\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EVirtual Meeting:\u003C\/strong\u003E \u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fgatech.zoom.us%2Fmy%2Fli.sixu\u0026amp;data=05%7C02%7Ctm186%40gtvault.onmicrosoft.com%7Cec95bed082894f57fbe208deabc0429e%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639137039449399711%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=WgCgPf960o5Sw4a76CdzSFlKfHBBfzPQHBgnnUOb%2Bi0%3D\u0026amp;reserved=0\u0022\u003Ehttps:\/\/gatech.zoom.us\/my\/li.sixu\u003C\/a\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee members:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDr. Yingyan (Celine) Lin, College of Computing, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003EDr. Josiah Hester, College of Computing, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003EDr. Hyesoon Kim, College of Computing, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003EDr. Tushar Krishna, College of Computing, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003EDr. Thierry Tambe, Department of Electrical Engineering, Stanford University\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbstract:\u0026nbsp;\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EThis dissertation develops a hardware-centric specialization framework for multi-stage intelligence pipelines, using 3D intelligence as the primary study domain. Pipelines in this domain span perception and reconstruction, rendering, and high-level reasoning; their stages differ fundamentally in computational regularity, memory behavior, and control-flow dynamics, and therefore interact with current hardware to very different degrees.\u003C\/p\u003E\u003Cp\u003EWe characterize this heterogeneity through algorithmic entropy, a hardware-oriented measure of execution unpredictability that decomposes into two orthogonal axes: intra-operator entropy (X, datapath irregularity) and inter-operator entropy (Y, scheduling unpredictability), quantified via GPU profiling across nine representative workloads. The resulting two-dimensional space partitions workloads into quadrants, each mapping to a substrate along a hierarchical specialization spectrum: Q1 (low X, low Y) \u2192 dedicated ASIC; Q2 (high X, low\u2013moderate Y) \u2192 enhanced fixed-function GPU; Q3 (low X, high Y) \u2192 heterogeneous GPU-PIM; Q4 (high on both axes) \u2192 commodity GPU\/CPU baseline. Three systems instantiate this principle, one per populated quadrant:\u003C\/p\u003E\u003Cp\u003EFusion-3D (Q1): a dedicated 3D-reconstruction ASIC with hierarchical spatial tiling and a unified on-chip pipeline, extended to multi-chip for large scenes. Achieves 2.5\u00d7 \/ 6\u00d7 throughput over prior accelerators in reconstruction and inference, validated on a silicon prototype.\u003C\/p\u003E\u003Cp\u003EGauRast (Q2): a 3D Gaussian Splatting rasterizer that extends the existing GPU fixed-function rasterizer with lightweight neural-rendering operations. Achieves 6\u00d7 \/ 4\u00d7 end-to-end speedup on original \/ optimized 3DGS pipelines at \u22640.2% SoC area overhead.\u003C\/p\u003E\u003Cp\u003EORCHES (Q3): a GPU-PIM heterogeneous system for test-time-compute (TTC) LLM\/VLM reasoning, combining adaptive workload assignment, branch-prediction-guided pipelining, and fragmentation-aware memory structuring. Achieves 4.16\u00d7 \/ 3.10\u00d7 end-to-end speedup on text \/ vision reasoning over SOTA GPU baselines.\u003C\/p\u003E\u003Cp\u003EAcross the three quadrants, profile-guided substrate selection delivers substantial speedups for 3D intelligence workloads while specializing only the axis where existing hardware fails. Beyond 3D intelligence, we anticipate the same (X, Y) methodology serving as a starting point for substrate selection in other multi-stage, heterogeneous-workload domains.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe Algorithm-Hardware Specialization Spectrum of Multi-Stage Intelligence Pipelines: From Dedicated Accelerators to Heterogeneous Systems\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The Algorithm-Hardware Specialization Spectrum of Multi-Stage Intelligence Pipelines: From Dedicated Accelerators to Heterogeneous Systems"}],"uid":"27707","created_gmt":"2026-05-07 15:31:19","changed_gmt":"2026-05-07 15:32:06","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-19T16:00:00-04:00","event_time_end":"2026-05-19T18:00:00-04:00","event_time_end_last":"2026-05-19T18:00:00-04:00","gmt_time_start":"2026-05-19 20:00:00","gmt_time_end":"2026-05-19 22:00:00","gmt_time_end_last":"2026-05-19 22:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Klaus 2100","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"100811","name":"Phd Defense"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689516":{"#nid":"689516","#data":{"type":"event","title":"IDEaS + AI-ALOE Distinguished Lecture: AI and Lifelong Learning: Building the 60-Year Curriculum for the Fourth Industrial Revolution","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003EAbstract\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDigital technologies are reshaping our work and our lives at unprecedented speed. This presentation examines three forces driving this Fourth Industrial Revolution: exponentiality, convergence, and ubiquity, and their implications for higher education and adult learning. Dr. Schatz explores critical questions: How do we leverage AI-enabled personalization to support careers when 40% of worker skills become obsolete every five years? How do we design learning ecosystems that scale adaptive support across institutional boundaries? How do we use data to inform lifelong learning while respecting individuals\u2019 data sovereignty? Drawing on cognitive science and learning engineering research, this presentation offers actionable strategies for implementing AI-augmented adult learning systems that move from pilot projects to institutional practice.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EBiosketch\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003ESae (pronounced like \u201csay\u201d) Schatz works at the intersection of cognition, technology, and data. She specializes in bridging the gap between scientific principles and human-centered practice, and her unique approach to \u201cstrategic storytelling\u201d (translating complex topics into memorable messages) has garnered professional awards and seen her work translated into multiple languages.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EIn 2023, Sae launched the Knowledge Forge LLC, a boutique consultancy offering keynotes, professional development workshops, and strategic services. Her clients include government agencies, academic institutions, and businesses. Recently, for example, she delivered keynotes at the UK Special Forces Club (Knightsbridge), Prometric board meeting, and Innovations in Testing annual conference. She\u2019s published works in \u003Cem\u003ETD Magazine,\u003C\/em\u003E \u003Cem\u003EDefense Dossier,\u003C\/em\u003E and the \u003Cem\u003EJournal of Military Learning\u003C\/em\u003E, and she\u0026nbsp;helped to produce the\u0026nbsp;\u003Ca href=\u0022https:\/\/www.routledge.com\/Learning-Engineering-Toolkit-Evidence-Based-Practices-from-the-Learning-Sciences-Instructional-Design-and-Beyond\/Goodell-Kolodner\/p\/book\/9781032232829?srsltid=AfmBOopMzw226kDjR66s7Yz04gW69YXY6nNJGZhKmdgSwfopfD61RcQB\u0022\u003E\u003Cem\u003ELearning Engineering Toolkit\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E\u0026nbsp;\u003C\/em\u003E(2022), authored\u0026nbsp;\u003Ca href=\u0022https:\/\/seasaltlearning.com\/engines-of-engagement-generative-ai-book\/\u0022\u003E\u003Cem\u003EEngines of Engagement: A Curious Book About Generative AI\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E\u0026nbsp;\u003C\/em\u003E(2023), and contributed to the U.S. National Academies\u2019 report on\u0026nbsp;\u003Ca href=\u0022https:\/\/www.nationalacademies.org\/our-work\/adult-learning-in-the-military-context\u0022\u003E\u003Cem\u003EAdult Learning in the Military Context\u003C\/em\u003E\u003C\/a\u003E (2024).\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EFrom 2015 to 2022, Sae served as the director of the Advanced Distributed Learning (ADL) Initiative, a U.S. Department of Defense program for research, development, and policy stewardship. She also co-chaired the NATO Training Group (NTG) Individual Training and Educational Developments task group. Under her leadership, the U.S. ADL Initiative sparked the international community\u2019s pursuit of the lifelong \u201cdigital learning ecosystem,\u201d in part with her popular book\u0026nbsp;\u003Ca href=\u0022https:\/\/adlnet.gov\/publications\/2019\/04\/modernizing-learning\/\u0022\u003E\u003Cem\u003EModernizing Learning: Building the Future Learning Ecosystem\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E.\u003C\/em\u003E Her efforts were also formally recognized as \u201ca pathfinder for enterprise data services\u201d by then\u2013DoD Chief Data Officer David L. Spirk.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EBefore joining the civil service, Sae worked as an applied human-systems scientist in both business and academia. From 2011 to 2014, she was the chief scientist at MESH Solutions (a defense contractor), where she led the U.S. Marine Corps\u2019 Making Good Instructors Great project and the U.S. Joint Staff\u2019s award-winning Blended Learning\u2013Training effort. Prior to that, she held an assistant professorship with the University of Central Florida\u2019s Institute for Simulation and Training. Sae is a prolific writer and professional presenter as well as a graphic designer who often uses those skills to enhance books, presentations, and infographics.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EShe holds a doctorate in Modeling and Simulation (M\u0026amp;S), with an emphasis on human systems.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EDrawing on cognitive science and learning engineering research, this presentation offers actionable strategies for implementing AI-augmented adult learning systems that move from pilot projects to institutional practice.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Featuring Sae Schatz, Ph.D. | Founder and CEO, the Knowledge Forge LLC"}],"uid":"27863","created_gmt":"2026-04-07 18:15:58","changed_gmt":"2026-05-07 15:31:34","author":"Christa Ernst","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-14T14:00:00-04:00","event_time_end":"2026-05-14T15:00:00-04:00","event_time_end_last":"2026-05-14T15:00:00-04:00","gmt_time_start":"2026-05-14 18:00:00","gmt_time_end":"2026-05-14 19:00:00","gmt_time_end_last":"2026-05-14 19:00:00","rrule":null,"timezone":"America\/New_York"},"location":"CODA Building 9th floor Atrium","extras":[],"groups":[{"id":"322011","name":"College of Computing Events"},{"id":"1278","name":"College of Sciences"},{"id":"545781","name":"Institute for Data Engineering and Science"}],"categories":[],"keywords":[{"id":"187023","name":"go-data"},{"id":"192863","name":"go-ai"},{"id":"654","name":"College of Computing"},{"id":"192390","name":"generative AI"},{"id":"194394","name":"AI in Education"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1795","name":"Seminar\/Lecture\/Colloquium"}],"invited_audience":[{"id":"194945","name":"Alumni"},{"id":"78761","name":"Faculty\/Staff"},{"id":"177814","name":"Postdoc"},{"id":"78771","name":"Public"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003Eashley.edwards@gatech.edu\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690190":{"#nid":"690190","#data":{"type":"event","title":"PhD Proposal by Yesol Moon","body":[{"value":"\u003Cp\u003EStudent Name: Yesol Moon\u003C\/p\u003E\u003Cp\u003EThesis Title: Standardized, data-driven framework for C. elegans brain atlases across development\u003C\/p\u003E\u003Cp\u003EThesis Advisor: Dr. Hang Lu\u003C\/p\u003E\u003Cp\u003EThesis Co-Advisor: N\/A\u003C\/p\u003E\u003Cp\u003ECommittee Members: Dr. Matthew Realff (School of Chemical and Biomolecular Engineering, Georgia Tech), Dr. Lily Cheung (School of Chemical and Biomolecular Engineering, Georgia Tech), Dr. Nathan McDonald (School of Biological Sciences, Georgia Tech), Dr. Yun Zhang (Organismic and Evolutionary Biology, Harvard University)\u003C\/p\u003E\u003Cp\u003EDate: 5\/20\/2026\u003C\/p\u003E\u003Cp\u003ETime: 2 PM\u003C\/p\u003E\u003Cp\u003ELocation: EBB 3029\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EStandardized, data-driven framework for C. elegans brain atlases across development\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Standardized, data-driven framework for C. elegans brain atlases across development"}],"uid":"27707","created_gmt":"2026-05-07 15:26:19","changed_gmt":"2026-05-07 15:26:47","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-20T14:00:00-04:00","event_time_end":"2026-05-20T16:00:00-04:00","event_time_end_last":"2026-05-20T16:00:00-04:00","gmt_time_start":"2026-05-20 18:00:00","gmt_time_end":"2026-05-20 20:00:00","gmt_time_end_last":"2026-05-20 20:00:00","rrule":null,"timezone":"America\/New_York"},"location":"EBB 3029","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"102851","name":"Phd proposal"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690123":{"#nid":"690123","#data":{"type":"event","title":"2026 Biomedical STAR-AI Makerspace Hackathon Competition","body":[{"value":"\u003Cdiv\u003E\u003Cstrong\u003EJoin the 2026 STAR-AI Makerspace\u0026nbsp;Hackathon\u003C\/strong\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cstrong\u003Efor All Georgia Tech Students and Post-Docs\u003C\/strong\u003E\u003C\/div\u003E\u003Cdiv\u003E\u0026nbsp;\u003C\/div\u003E\u003Cdiv\u003E\u003Cem\u003ECo-Sponsored by the Georgia Tech College of Engineering and\u003C\/em\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cem\u003EWallace H. Coulter Department of Biomedical Engineering\u003C\/em\u003E\u003C\/div\u003E\u003Cdiv\u003E\u0026nbsp;\u003C\/div\u003E\u003Cdiv\u003EDear Georgia Tech Students and Post-Docs,\u003C\/div\u003E\u003Cdiv\u003E\u003Cbr\u003EWe are excited to invite you to participate in the\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003E\u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fmiblab.bme.gatech.edu%2Fbiomedical-star-ai%2F2026-2%2Fmay-12-star-ai-makerspace-hackathon%2F\u0026amp;data=05%7C02%7Ckelly.petty%40bme.gatech.edu%7C67acc8c385f542badde708dea6e9694b%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639131718591839315%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=9QbSPuA%2FbUBXiSzchrFo9pGk%2FoW4qSIaYOEcHqoh0jQ%3D\u0026amp;reserved=0\u0022 id=\u0022OWA33f3f7e8-3828-d543-1055-e0a36e1faa1a\u0022 rel=\u0022noopener noreferrer\u0022 target=\u0022_blank\u0022 title=\u0022Original URL: https:\/\/miblab.bme.gatech.edu\/biomedical-star-ai\/2026-2\/may-12-star-ai-makerspace-hackathon\/. Click or tap if you trust this link.\u0022\u003E\u003Cstrong\u003EInaugural COE-BME co-sponsored 2026 Biomedical STAR-AI Makerspace\u0026nbsp;Hackathon\u003C\/strong\u003E\u003C\/a\u003E\u0026nbsp;designed to enable Georgia Tech next generation AI engineers and scientists to make Real-World Impact by Experiential Learning and Problem Solving. As the AI\u2019s impact in healthcare unfolds, there is a need for Biomedical Safe, Trustworthy, Actionable, Responsible AI \u003Cstrong\u003E(STAR-AI).\u003C\/strong\u003E\u003C\/div\u003E\u003Cdiv\u003E\u0026nbsp;\u003C\/div\u003E\u003Cdiv\u003E\u003Cstrong\u003ECan you make it happen in 48 hours?\u003C\/strong\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cem\u003E\u003Cstrong\u003EYou are offered AI Makerspace from April 29 to May 10, 2026.\u003C\/strong\u003E\u003C\/em\u003E\u003C\/div\u003E\u003Cdiv\u003E\u0026nbsp;\u003C\/div\u003E\u003Cdiv\u003EYou can form a team \u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fforms.office.com%2Fr%2FyA3ZkXUMpY\u0026amp;data=05%7C02%7Ckelly.petty%40bme.gatech.edu%7C67acc8c385f542badde708dea6e9694b%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639131718591873056%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=HLBTFQwduNTF8DH14u6rmmeZEYI7v7E24n%2F6tAxFlwI%3D\u0026amp;reserved=0\u0022 id=\u0022OWA292330e4-c6be-578d-a671-e7dbda8a3501\u0022 rel=\u0022noopener noreferrer\u0022 target=\u0022_blank\u0022 title=\u0022Original URL: https:\/\/forms.office.com\/r\/yA3ZkXUMpY. Click or tap if you trust this link.\u0022\u003E\u003Cstrong\u003Ehere\u003C\/strong\u003E\u003C\/a\u003E\u0026nbsp;and choose up to two topics from four real-world biomedical AI challenges:\u003C\/div\u003E\u003Cul\u003E\u003Cli\u003EMulti-Agent Multimodal RAG for Radiology Decision Support\u003C\/li\u003E\u003Cli\u003ERobust Drug-Target Affinity for Precision Drug Discovery\u003C\/li\u003E\u003Cli\u003ESafe Clinical Reasoning Agents for EHR-Based Diagnosis\u003C\/li\u003E\u003Cli\u003EICU Multi-Outcome Alarms for Critical Care Monitoring\u003C\/li\u003E\u003C\/ul\u003E\u003Cdiv\u003EEach team will submit a poster \u003Cstrong\u003E(\u003C\/strong\u003E\u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fmiblab.bme.gatech.edu%2Fwp-content%2Fuploads%2F2026%2F04%2F2026_Biomedical_STAR-AI-Makerspace_Poster_Template.pptx\u0026amp;data=05%7C02%7Ckelly.petty%40bme.gatech.edu%7C67acc8c385f542badde708dea6e9694b%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639131718591897092%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=74m%2F8h9PRk784rkURAq5T8Y85avE1xFDdpcAOrdX%2Frk%3D\u0026amp;reserved=0\u0022 id=\u0022OWA57a2397e-a151-223a-869b-f2e1f5ee84b5\u0022 rel=\u0022noopener noreferrer\u0022 target=\u0022_blank\u0022 title=\u0022Original URL: https:\/\/miblab.bme.gatech.edu\/wp-content\/uploads\/2026\/04\/2026_Biomedical_STAR-AI-Makerspace_Poster_Template.pptx. Click or tap if you trust this link.\u0022\u003E\u003Cstrong\u003Etemplate can be found here\u003C\/strong\u003E\u003C\/a\u003E)\u0026nbsp;and technical report by \u003Cstrong\u003EMay 9, 2026 at 11:59 PM EST\u003C\/strong\u003E. Submissions will be evaluated by both industrial and academic judges.\u003C\/div\u003E\u003Cdiv\u003EOn \u003Cstrong\u003EMay 12, 2026 \u003C\/strong\u003Ein the Parker H. Petit Institute for Bioengineering and Biosciences at Georgia Tech\u003Cstrong\u003E\u0026nbsp;(\u003C\/strong\u003E\u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fmaps.app.goo.gl%2Fd74D63BV3r771WpU7\u0026amp;data=05%7C02%7Ckelly.petty%40bme.gatech.edu%7C67acc8c385f542badde708dea6e9694b%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639131718591918166%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=HVgUBSNnnyYUjtH%2BhFfC8zSs1oqzorVNZIvsunVE5N8%3D\u0026amp;reserved=0\u0022 id=\u0022OWA97c407ae-c333-ad70-e5c6-c3706658bceb\u0022 rel=\u0022noopener noreferrer\u0022 target=\u0022_blank\u0022 title=\u0022Original URL: https:\/\/maps.app.goo.gl\/d74D63BV3r771WpU7. Click or tap if you trust this link.\u0022\u003E\u003Cstrong\u003ESuddath Seminar Room 1128, 315 Ferst Dr NW, Atlanta, GA 30332\u003C\/strong\u003E\u003C\/a\u003E\u003Cstrong\u003E),\u003C\/strong\u003E\u0026nbsp;all teams will be invited to present their\u0026nbsp;hackathon\u0026nbsp;as a poster, and selected teams will make oral presentation. Winning teams will be invited to publish their results in peer\u2011reviewed AI conferences to showcase the result to the broader scientific community. Along with the\u0026nbsp;Hackathon, AI Megatrend and Education topics will also be featured on May 12.\u003C\/div\u003E\u003Cdiv\u003E\u003Cbr\u003E\u003Cstrong\u003EAI Makerspace\u0026nbsp;Hackathon\u0026nbsp;Registration Link:\u003C\/strong\u003E\u0026nbsp;\u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fforms.office.com%2Fr%2FyA3ZkXUMpY\u0026amp;data=05%7C02%7Ckelly.petty%40bme.gatech.edu%7C67acc8c385f542badde708dea6e9694b%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639131718591938330%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=vlYZTN8rSykfcr8w7EdIac%2BkEFA%2BlZ2ToVfQDzN7zus%3D\u0026amp;reserved=0\u0022 id=\u0022OWA48ac13f1-0b5a-3a7b-5a1c-bab6e16a093c\u0022 rel=\u0022noopener noreferrer\u0022 target=\u0022_blank\u0022 title=\u0022Original URL: https:\/\/forms.office.com\/r\/yA3ZkXUMpY. Click or tap if you trust this link.\u0022\u003E\u003Cstrong\u003Ehttps:\/\/forms.office.com\/r\/yA3ZkXUMpY\u003C\/strong\u003E\u003C\/a\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cimg 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https:\/\/miblab.bme.gatech.edu\/biomedical-star-ai\/2026-2\/may-12-star-ai-makerspace-hackathon\/data-access-requirements\/. Click or tap if you trust this link.\u0022\u003E\u003Cstrong\u003Ehere\u003C\/strong\u003E\u003C\/a\u003E\u003Cstrong\u003E.\u003C\/strong\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cstrong\u003EFor more details, please access link \u003C\/strong\u003E\u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fmiblab.bme.gatech.edu%2Fbiomedical-star-ai%2F2026-2%2Fmay-12-star-ai-makerspace-hackathon%2Fdata-access-requirements%2F\u0026amp;data=05%7C02%7Ckelly.petty%40bme.gatech.edu%7C67acc8c385f542badde708dea6e9694b%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639131718591984185%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=rbygEJbsdsrEd5gNOW7f0ic0je4yUiOCCxdgIBTAQb0%3D\u0026amp;reserved=0\u0022 id=\u0022OWA06c6b021-ecc0-fbe2-f7ea-fbc9a98d0d3c\u0022 rel=\u0022noopener noreferrer\u0022 target=\u0022_blank\u0022 title=\u0022Original URL: https:\/\/miblab.bme.gatech.edu\/biomedical-star-ai\/2026-2\/may-12-star-ai-makerspace-hackathon\/data-access-requirements\/. Click or tap if you trust this link.\u0022\u003E\u003Cstrong\u003Ehere\u003C\/strong\u003E\u003C\/a\u003E\u003Cstrong\u003E.\u003C\/strong\u003E\u003C\/div\u003E\u003Cdiv\u003E\u0026nbsp;\u003C\/div\u003E\u003Cdiv\u003EThis is an outstanding opportunity to apply your skills, collaborate with peers, and to make real impact through Experiential Learning and Problem Solving.\u003C\/div\u003E\u003Cdiv\u003E\u003Cbr\u003EWe hope to see you and your team in the competition!\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ERegister to participate in the AI Hackathon from April 29 - May 10 with presentations scheduled for May 12 at IBB.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Register to participate in the AI Hackathon from April 29 - May 10 with presentations scheduled for May 12 at IBB."}],"uid":"35963","created_gmt":"2026-05-04 18:34:29","changed_gmt":"2026-05-07 15:03:53","author":"kpetty30","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-12T00:00:00-04:00","event_time_end":"2026-05-12T23:59:59-04:00","event_time_end_last":"2026-05-12T23:59:59-04:00","gmt_time_start":"2026-05-12 04:00:00","gmt_time_end":"2026-05-13 03:59:59","gmt_time_end_last":"2026-05-13 03:59:59","rrule":null,"timezone":"America\/New_York"},"extras":[],"hg_media":{"680158":{"id":"680158","type":"image","title":"Flyer_May-12_STAR-AI_ver06.png","body":null,"created":"1777919725","gmt_created":"2026-05-04 18:35:25","changed":"1777919725","gmt_changed":"2026-05-04 18:35:25","alt":"Graphic image of students with laptops working on an AI project. In the background is a graphic of Tech Tower at Georgia Tech.","file":{"fid":"264400","name":"Flyer_May-12_STAR-AI_ver06.png","image_path":"\/sites\/default\/files\/2026\/05\/04\/Flyer_May-12_STAR-AI_ver06.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/04\/Flyer_May-12_STAR-AI_ver06.png","mime":"image\/png","size":2521483,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/04\/Flyer_May-12_STAR-AI_ver06.png?itok=54aSpRk_"}}},"media_ids":["680158"],"groups":[{"id":"1254","name":"Wallace H. Coulter Dept. of Biomedical Engineering"}],"categories":[],"keywords":[{"id":"187812","name":"artificial intelligence (AI)"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"177814","name":"Postdoc"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"685024":{"#nid":"685024","#data":{"type":"event","title":"Memorial Day - Campus Closed","body":[{"value":"\u003Cp\u003EA day of remembering those who have died while serving in the U.S. Armed Forces, observed the last Monday in May. Campus is closed and classes will not meet.\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ECampus will close to observe the Memorial Day holiday. Classes will not meet.\u003C\/p\u003E\r\n","format":"limited_html"}],"field_summary_sentence":[{"value":"Campus will close to observe the Memorial Day holiday. Classes will not meet."}],"uid":"27469","created_gmt":"2025-09-18 12:59:47","changed_gmt":"2026-05-07 13:37:42","author":"Kristen Bailey","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-25T00:00:00-04:00","event_time_end":"2026-05-25T23:59:59-04:00","event_time_end_last":"2026-05-25T23:59:59-04:00","gmt_time_start":"2026-05-25 04:00:00","gmt_time_end":"2026-05-26 03:59:59","gmt_time_end_last":"2026-05-26 03:59:59","rrule":null,"timezone":"America\/New_York"},"extras":[],"related_links":[{"url":"http:\/\/registrar.gatech.edu\/","title":"Office of the Registrar"}],"groups":[{"id":"253201","name":"Academic Calendar"},{"id":"253221","name":"Institute Holidays"},{"id":"253211","name":"Religious and National Observances"}],"categories":[],"keywords":[{"id":"15356","name":"holidays"},{"id":"79551","name":"observances"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:comments@registrar.gatech.edu\u0022\u003Ecomments@registrar.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690185":{"#nid":"690185","#data":{"type":"event","title":"COPE Spring Workshop \u0026 Annual Pritchett Lecture","body":[{"value":"\u003Cp\u003EProgram:\u003C\/p\u003E\u003Cp\u003E09:30-09:55 Coffee and Snacks Marcus Nano Atrium\u003C\/p\u003E\u003Cp\u003E09:55-10:00 Welcome: Correa-Baena, Azoulay Marcus Nano # 1116\u003C\/p\u003E\u003Cp\u003E10:00-10:30 Kenan Gundogdu, NC State Marcus Nano # 1116\u003C\/p\u003E\u003Cp\u003E10:30-11:00 Flash Talks: Azoulay, Sfeir, GT Marcus Nano # 1116\u003C\/p\u003E\u003Cp\u003E11:00-11:30 Ajay Ram Srimath Kandada, Wake Forest Marcus Nano # 1116\u003C\/p\u003E\u003Cp\u003E11:30-12:00 Flash Talks: Correa-Baena, Stingelin, GT Marcus Nano # 1116\u003C\/p\u003E\u003Cp\u003E12:00-13:15 Lunch (Pizza will be served) Marcus Nano Atrium\u003C\/p\u003E\u003Cp\u003E13:15-13:45 Pierre Darancet, Argonne National Laboratory Marcus Nano # 1116\u003C\/p\u003E\u003Cp\u003E13:45-14:00 Flash Talk: Hu, GT Marcus Nano # 1116\u003C\/p\u003E\u003Cp\u003E14:00-14:30 Sergei Tretiak, Los Alamos National Laboratory Marcus Nano # 1116\u003C\/p\u003E\u003Cp\u003E14:30-15:00 Coffee Break\u003C\/p\u003E\u003Cp\u003E15:00-16:00 Pritchett Lecture: Jeffrey Neaton Marcus Nano # 1116\u003C\/p\u003E\u003Cp\u003ESenior Faculty Scientist and Director of the Molecular Foundry at LBNL\u003C\/p\u003E\u003Cp\u003EProfessor of Physics at University of California, Berkeley\u003C\/p\u003E\u003Cp\u003E16:00-18:00 Poster Session + Happy Hour Marcus Nano Atrium\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThis year\u2019s workshop will bring together speakers at Georgia Tech to discuss the latest advancements in\u003C\/p\u003E\u003Cp\u003Eartificial intelligence for optoelectronic applications.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"This event presented by the Center for Organic Photonics \u0026 Electronics"}],"uid":"36620","created_gmt":"2026-05-06 20:44:26","changed_gmt":"2026-05-06 20:46:35","author":"rgrieco6","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-21T09:43:00-04:00","event_time_end":"2026-05-21T18:00:00-04:00","event_time_end_last":"2026-05-21T18:00:00-04:00","gmt_time_start":"2026-05-21 13:43:00","gmt_time_end":"2026-05-21 22:00:00","gmt_time_end_last":"2026-05-21 22:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Marcus Nanotechnology building, 1116-1118 \u0026 Atrium","extras":["free_food"],"related_links":[{"url":"https:\/\/forms.office.com\/Pages\/ResponsePage.aspx?id=u5ghSHuuJUuLem1_Mvqgg5gEZ941gppAtTl7mexrlR1UOTg5SVE2UllQU1RHUzMwNkw5TEpRMlU2Vi4u","title":"Register here"}],"groups":[{"id":"660369","name":"Matter and Systems"}],"categories":[],"keywords":[{"id":"189814","name":"go-researchevents"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1795","name":"Seminar\/Lecture\/Colloquium"}],"invited_audience":[{"id":"194945","name":"Alumni"},{"id":"78761","name":"Faculty\/Staff"},{"id":"177814","name":"Postdoc"},{"id":"78771","name":"Public"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:cperini8@gatech.edu\u0022\u003ECarlo Perini\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690184":{"#nid":"690184","#data":{"type":"event","title":"Education Abroad 101: Global Research and Internship Program","body":[{"value":"\u003Cp\u003EJoin us to learn more about The Global Research and Internship Program (GRIP). GRIP offers Georgia Tech students the support to intern or co-op abroad while building global career skills. GRIP is open to any full-time undergraduate and graduate students. 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Inspired by assistive technologies and tools used by individuals living with dementia, the featured works examine how art, design, and innovation can foster connection, recognition, and comfort.\u003C\/p\u003E\u003Cp\u003EFeatured artists and collaborators include Emma Chammah, Sylvia Janicki, the Center for Inclusive Design and Innovation\u2019s Tools for Life program, and Alliance Theatre\u2019s Memory Caf\u00e9.\u003C\/p\u003E\u003Ch3\u003EPost-Performance Talkback\u003C\/h3\u003E\u003Cp\u003E\u003Cstrong\u003ESunday, June 14 | Immediately Following the Performance\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EAudience members are invited to remain after the June 14 performance for a special on-stage conversation featuring artists behind the production alongside Georgia Tech innovators exploring memory, caregiving, technology, and human connection.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EComposer:\u003C\/strong\u003E Kitty Brazelton\u003Cbr\u003E\u003Cstrong\u003ELibrettist:\u003C\/strong\u003E Vaibu Mohan\u003Cbr\u003E\u003Cstrong\u003EWorld Premiere Performance\u003C\/strong\u003E\u003Cbr\u003E\u003Cstrong\u003EPerformance runtime:\u0026nbsp;\u003C\/strong\u003Eapproximately 65 minutes\u2014with no intermission\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Water Memory (Jala Smirti) is based on a provided prompt of integrating AI into a creative work. The two were paired by the 96-Hour Opera Project team and the match was serendipitous."}],"uid":"36758","created_gmt":"2026-03-26 13:45:08","changed_gmt":"2026-05-06 19:38:07","author":"LaKenya Norris","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-06-12T19:00:00-04:00","event_time_end":"2026-06-14T21:00:00-04:00","event_time_end_last":"2026-06-14T21:00:00-04:00","gmt_time_start":"2026-06-12 23:00:00","gmt_time_end":"2026-06-15 01:00:00","gmt_time_end_last":"2026-06-15 01:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Ferst Center for the Arts ","extras":[],"hg_media":{"680084":{"id":"680084","type":"image","title":"LandscapeDigital_1920x1080_TAOWaterMemory--1-.jpg","body":null,"created":"1777395778","gmt_created":"2026-04-28 17:02:58","changed":"1777395778","gmt_changed":"2026-04-28 17:02:58","alt":"WaterMemory event graphic landscape","file":{"fid":"264323","name":"LandscapeDigital_1920x1080_TAOWaterMemory--1-.jpg","image_path":"\/sites\/default\/files\/2026\/04\/28\/LandscapeDigital_1920x1080_TAOWaterMemory--1-.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/28\/LandscapeDigital_1920x1080_TAOWaterMemory--1-.jpg","mime":"image\/jpeg","size":300964,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/28\/LandscapeDigital_1920x1080_TAOWaterMemory--1-.jpg?itok=rR8c3d-y"}}},"media_ids":["680084"],"groups":[{"id":"145331","name":"Georgia Tech Arts"},{"id":"660380","name":"GT Arts"}],"categories":[],"keywords":[{"id":"185855","name":"GT arts"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[{"id":"194945","name":"Alumni"},{"id":"78761","name":"Faculty\/Staff"},{"id":"177814","name":"Postdoc"},{"id":"78771","name":"Public"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690120":{"#nid":"690120","#data":{"type":"event","title":"Biomedical STAR-AI Makerspace Hackathon","body":[{"value":"\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cp\u003EThe Biomedical STAR-AI Makerspace Hackathon invites Georgia Tech students and post-docs to design AI-driven solutions within a 48-hour challenge window. Leading up to the event, participants have access to the AI Makerspace from April 29 to May 10 to prepare their projects.\u003C\/p\u003E\u003Cp\u003ETeams of up to five members compete by developing solutions in areas such as radiology decision support, drug-target prediction, clinical reasoning, and ICU monitoring. Some topics require additional certifications, including CITI training and PhysioNet credentialing, due to sensitive healthcare data access.\u003C\/p\u003E\u003Cp\u003EParticipants must submit a code repository, technical report, and poster by May 9. On May 12, teams will present their work through poster sessions and oral presentations, alongside sessions on AI megatrends and experiential learning. A networking lunch is also included.\u003C\/p\u003E\u003Cp\u003EThe event takes place at the Parker H. Petit Institute for Bioengineering and Biosciences, with parking available nearby. Designed to prepare the next generation of AI engineers, the hackathon blends hands-on problem solving with real-world biomedical impact.\u003C\/p\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ECo-sponsored by the College of Engineering and the Wallace H. Coulter Department of Biomedical Engineering, the STAR-AI Makerspace Hackathon focuses on building safe, trustworthy, and impactful AI in healthcare. Participants work in teams to tackle real-world challenges using AI tools, with opportunities for prizes, certification, and publication. The event emphasizes experiential learning and innovation in biomedical applications.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"A 48-hour hackathon challenges Georgia Tech students to develop responsible AI solutions for real-world biomedical problems."}],"uid":"36800","created_gmt":"2026-05-04 17:49:57","changed_gmt":"2026-05-06 19:02:19","author":"gmenghisteab6","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-04-29T00:00:00-04:00","event_time_end":"2026-05-10T23:59:59-04:00","event_time_end_last":"2026-05-10T23:59:59-04:00","gmt_time_start":"2026-04-29 04:00:00","gmt_time_end":"2026-05-11 03:59:59","gmt_time_end_last":"2026-05-11 03:59:59","rrule":null,"timezone":"America\/New_York"},"location":"Parker H. Petit Institute for Bioengineering and Biosciences","extras":[],"hg_media":{"680156":{"id":"680156","type":"image","title":"hackathon.png","body":null,"created":"1777917315","gmt_created":"2026-05-04 17:55:15","changed":"1777917315","gmt_changed":"2026-05-04 17:55:15","alt":"hackathon","file":{"fid":"264398","name":"hackathon.png","image_path":"\/sites\/default\/files\/2026\/05\/04\/hackathon.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/04\/hackathon.png","mime":"image\/png","size":1090836,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/04\/hackathon.png?itok=jR0S275n"}}},"media_ids":["680156"],"groups":[{"id":"660380","name":"GT Arts"}],"categories":[],"keywords":[{"id":"185855","name":"GT arts"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"194682","name":"Workshop"},{"id":"10377","name":"Career\/Professional development"}],"invited_audience":[{"id":"177814","name":"Postdoc"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690182":{"#nid":"690182","#data":{"type":"event","title":"CRA SEMINAR | Alan Salcedo Gomez | Ohio State UN | Host: Prof. Nepomuk Otte","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ESpeaker:\u003C\/strong\u003E Alan Salcedo Gomez\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EHost: \u003C\/strong\u003EProf. Nepomuk Otte\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ETitle: \u003C\/strong\u003ELittle Red Dots as \u0022Black Hole Stars\u201d\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbstract:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EUltra-high-energy (UHE) neutrinos (E\u03bd \u2265 10^17 eV) uniquely probe extreme astrophysical environments and fundamental physics, accessing energies beyond terrestrial accelerators. A recent candidate event reported by KM3NeT exemplified the growing potential of neutrinos in this regime.\u003C\/p\u003E\u003Cp\u003EThe Askaryan Radio Array (ARA) searches for UHE neutrinos via impulsive radio emission from particle cascades in Antarctic ice, enabling large instrumented volumes with a sparse array. In this talk, I will present the first array-wide diffuse flux search with ARA using over a decade of data (2013\u20132023), incorporating extensive data-driven detector modeling and a full treatment of neutrino-induced lepton propagation, which enhances the detector acceptance at the highest energies. It also combines data of independently operating ARA detectors within a unified framework for signal processing and background rejection. This search will either identify the first UHE neutrino candidates observed by an in-ice radio detector or set the most stringent limits around O(10 EeV).\u003C\/p\u003E\u003Cp\u003EI will then discuss progress toward future precision astrophysics through polarization-based directional reconstruction, including the impact of birefringence in Antarctic ice. These advances will improve source identification, enable measurements of neutrino\u2013nucleon cross sections, and allow tests of physics beyond the Standard Model, while laying the groundwork for next-generation arrays such as the under-construction RNO-G and planned IceCube-Gen2 Radio.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003EAbstract:\u0026nbsp;\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EUltra-high-energy (UHE) neutrinos (E\u03bd \u2265 10^17 eV) uniquely probe extreme astrophysical environments and fundamental physics, accessing energies beyond terrestrial accelerators. A recent candidate event reported by KM3NeT exemplified the growing potential of neutrinos in this regime.\u003C\/p\u003E\u003Cp\u003EThe Askaryan Radio Array (ARA) searches for UHE neutrinos via impulsive radio emission from particle cascades in Antarctic ice, enabling large instrumented volumes with a sparse array. In this talk, I will present the first array-wide diffuse flux search with ARA using over a decade of data (2013\u20132023), incorporating extensive data-driven detector modeling and a full treatment of neutrino-induced lepton propagation, which enhances the detector acceptance at the highest energies. It also combines data of independently operating ARA detectors within a unified framework for signal processing and background rejection. This search will either identify the first UHE neutrino candidates observed by an in-ice radio detector or set the most stringent limits around O(10 EeV).\u003C\/p\u003E\u003Cp\u003EI will then discuss progress toward future precision astrophysics through polarization-based directional reconstruction, including the impact of birefringence in Antarctic ice. These advances will improve source identification, enable measurements of neutrino\u2013nucleon cross sections, and allow tests of physics beyond the Standard Model, while laying the groundwork for next-generation arrays such as the under-construction RNO-G and planned IceCube-Gen2 Radio.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"CRA SEMINAR | Alan Salcedo Gomez | Ohio State UN | Host: Prof. Nepomuk Otte"}],"uid":"30957","created_gmt":"2026-05-06 18:44:59","changed_gmt":"2026-05-06 18:52:09","author":"Shaun Ashley","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-28T15:30:00-04:00","event_time_end":"2026-05-28T16:30:00-04:00","event_time_end_last":"2026-05-28T16:30:00-04:00","gmt_time_start":"2026-05-28 19:30:00","gmt_time_end":"2026-05-28 20:30:00","gmt_time_end_last":"2026-05-28 20:30:00","rrule":null,"timezone":"America\/New_York"},"location":"College of Computing Building Rm CCB103","extras":[],"hg_media":{"680203":{"id":"680203","type":"image","title":"ALAN-GOMEZ-Headshot2.jpeg","body":null,"created":"1778093437","gmt_created":"2026-05-06 18:50:37","changed":"1778093437","gmt_changed":"2026-05-06 18:50:37","alt":"ALAN-GOMEZ-Headshot2.jpeg","file":{"fid":"264445","name":"ALAN-GOMEZ-Headshot2.jpeg","image_path":"\/sites\/default\/files\/2026\/05\/06\/ALAN-GOMEZ-Headshot2.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/06\/ALAN-GOMEZ-Headshot2.jpeg","mime":"image\/jpeg","size":62948,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/06\/ALAN-GOMEZ-Headshot2.jpeg?itok=FS1G_COB"}}},"media_ids":["680203"],"groups":[{"id":"126011","name":"School of Physics"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1795","name":"Seminar\/Lecture\/Colloquium"}],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"},{"id":"177814","name":"Postdoc"},{"id":"174045","name":"Graduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690115":{"#nid":"690115","#data":{"type":"event","title":"IBB Breakfast Club Seminar","body":[{"value":"\u003Cp\u003E\u003Cbr\u003E\u003Ca href=\u0022https:\/\/kamerlinlab.com\/research\/\u0022\u003E\u003Cstrong\u003ELynn Kamerlin\u003C\/strong\u003E\u003C\/a\u003E\u003Cbr\u003EProfessor and Georgia Research Alliance Vasser Woolley Chair in Molecular Design\u003Cbr\u003ESchool of Chemistry and Biochemistry\u003Cbr\u003EGeorgia Tech\u003C\/p\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EBio\u003C\/strong\u003E\u0026nbsp;\u003Cbr\u003ELynn Kamerlin received her Master of Natural Sciences from the University of Birmingham (UK), in 2002, where she remained to complete a PhD in Theoretical Organic Chemistry under the supervision of Dr. John Wilkie (awarded 2005). Subsequently, she was a postdoctoral researcher in the labs of Stefan Boresch at the University of Vienna (2005-2007), Arieh Warshel at the University of Southern California (2007-2009, Research Associate at the University of Southern California in 2010) and Researcher with Fahmi Himo (2010). She is a Professor and Georgia Research Alliance \u2013 Vasser Wooley Chair of Molecular Design at Georgia Tech, a Visiting Professor at Lund University (from January 2025), a Fellow of the Royal Society of Chemistry (FRSC) and of the Institute of Physics (FInstP), a Senior Editor of \u003Ca href=\u0022https:\/\/onlinelibrary.wiley.com\/journal\/1469896x\u0022\u003EProtein Science\u003C\/a\u003E, and the Editor-in-Chief of \u003Ca href=\u0022https:\/\/publishingsupport.iopscience.iop.org\/journals\/electronic-structure\/about-electronic-structure\/\u0022\u003EElectronic Structure\u003C\/a\u003E. She has also been a Wallenberg Scholar, the recipient of an ERC Starting Independent Researcher Grant (2012-2017) and the Chair of the Young Academy of Europe (YAE) in 2014-2015. Her non-scientific interests include languages (fluent in 5), \u003Ca href=\u0022http:\/\/www.flickr.com\/photos\/bored_grrl\u0022 rel=\u0022noopener\u0022 target=\u0022_blank\u0022\u003Eamateur photography\u003C\/a\u003E\u0026nbsp;and\u0026nbsp;\u003Ca href=\u0022http:\/\/www.youtube.com\/watch?v=6rp-Kwaq11U\u0026amp;playnext=1\u0026amp;list=PL5DFD5C551C988559\u0022 rel=\u0022noopener\u0022 target=\u0022_blank\u0022\u003Eplaying the piano\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EResearch\u003C\/strong\u003E\u0026nbsp;\u003Cbr\u003EResearch in our group sits at the interface between chemistry and biology, with a focus on using computational tools to understand the chemical basis for complex biomolecular problems. In particular, we want to understand the dynamical and mechanistic parameters that shape the evolution of new enzyme functions, and to then harness these to engineer new enzymes with tailored physiochemical properties. To achieve this, we combine methodology development with applications to real world systems, in close collaboration with experimental groups across the world. Examples of recent and ongoing methodology development include replica exchange empirical valence bond simulations to describe chemical reactivity, and machine learning tools to design new enzymes.\u003C\/p\u003E\u003Cp\u003EMore recently, we are working on natural language models to predict protein structure and activity. We combine these tools with a range of enhanced sampling approaches, structural bioinformatics tools and EVB and QM\/MM tools to describe conformational dynamics and chemical reactivity, with applications to biomedically important enzymes such as protein tyrosine phosphatases, or quorum-quenching lactonases that can be used to disrupt bacterial communication. We are also particularly interested in the modular evolution of new protein scaffolds with catalytic function, as well as the incorporation of non-canonical amino acids into industrially relevant enzymes for design purposes.\u003C\/p\u003E\u003Cp\u003EFinally, enzymes are chemical catalysts, and to understand their biological function it is important to understand the intrinsic chemistry they catalyze. We have a long-standing interest, in particular, in understanding the underlying factors driving mechanistic selectivity in both biological and non-enzymatic phosphoryl (and related) group transfer reactions, as well as other fundamental problems in physical organic chemistry.\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EThe IBB Breakfast Club Seminar Series was started with the spirit of the Institute\u0027s interdisciplinary mission in mind to feature local IBB faculty member\u0027s research in a seminar format. Faculty are often asked to speak at other universities and conferences, but do not often present at their home institution - this seminar series is an attempt to close that gap. IBB Breakfast Club Seminars are open to anyone in the bio-community.\u003C\/em\u003E\u003C\/p\u003E\u003C\/div\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Ch6\u003E\u0022Harnessing Conformational Dynamics in Enzyme Engineering and Evolution\u0022\u003C\/h6\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"\u0022Harnessing Conformational Dynamics in Enzyme Engineering and Evolution\u0022 - Lynn Kamerlin, Georgia Tech"}],"uid":"35486","created_gmt":"2026-05-04 14:08:39","changed_gmt":"2026-05-06 18:01:48","author":"Christina Wessels","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-10-27T08:30:00-04:00","event_time_end":"2026-10-27T09:30:00-04:00","event_time_end_last":"2026-10-27T09:30:00-04:00","gmt_time_start":"2026-10-27 12:30:00","gmt_time_end":"2026-10-27 13:30:00","gmt_time_end_last":"2026-10-27 13:30:00","rrule":null,"timezone":"America\/New_York"},"location":"Petit Biotech Building (IBB), Suddath Seminar Room 1128, 315 Ferst Drive","extras":[],"groups":[{"id":"1292","name":"Parker H. Petit Institute for Bioengineering and Bioscience (IBB)"},{"id":"1254","name":"Wallace H. Coulter Dept. of Biomedical Engineering"}],"categories":[],"keywords":[{"id":"187423","name":"go-bio"},{"id":"189814","name":"go-researchevents"},{"id":"190100","name":"go-bio-breakfast"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1795","name":"Seminar\/Lecture\/Colloquium"}],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"},{"id":"177814","name":"Postdoc"},{"id":"78771","name":"Public"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:connect@ibb.gatech.edu\u0022\u003EEvent inquiries\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690177":{"#nid":"690177","#data":{"type":"event","title":"Forest to Fiber: Papermaking from Invasive Trees","body":[{"value":"\u003Cp\u003EForest to Fiber: Papermaking from Invasive Trees is a three-part workshop series designed to teach participants how to convert invasive plant species into handmade paper. Led by instructor James Ojascastro, the program blends ecological restoration with traditional papermaking techniques.\u003C\/p\u003E\u003Cp\u003EThe series begins with an optional harvest session on May 16 at the Connally Family Cemetery in East Point, where participants collect fiber from invasive paper mulberry trees while learning about their environmental impact.\u003C\/p\u003E\u003Cp\u003ESession 2, held on May 30 at the Robert C. Williams Museum of Papermaking, focuses on fiber preparation. Participants process the harvested material through hands-on techniques such as scraping and beating to prepare it for papermaking.\u003C\/p\u003E\u003Cp\u003EThe final session on June 6 centers on the papermaking process itself. Attendees will create their own sheets using traditional Western methods, gaining practical experience in transforming raw fiber into finished paper.\u003C\/p\u003E\u003Cp\u003EThe workshop is open to all skill levels, with materials provided. The registration fee covers sessions 2 and 3, and participants are encouraged to attend all sessions for the full experience.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThis three-part workshop, hosted by Trees Atlanta and the Robert C. Williams Museum of Papermaking, guides participants through the full papermaking process\u2014from harvesting invasive plants to creating finished sheets. Led by fiber ethnobotanist James Ojascastro, the program combines environmental education with creative practice, emphasizing sustainability and restoration.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"A multi-session workshop teaches participants how to transform invasive trees into handmade paper through hands-on instruction."}],"uid":"36800","created_gmt":"2026-05-06 17:00:10","changed_gmt":"2026-05-06 17:03:44","author":"gmenghisteab6","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-30T00:00:26-04:00","event_time_end":"2026-06-06T23:59:26-04:00","event_time_end_last":"2026-06-06T23:59:26-04:00","gmt_time_start":"2026-05-30 04:00:26","gmt_time_end":"2026-06-07 03:59:26","gmt_time_end_last":"2026-06-07 03:59:26","rrule":null,"timezone":"America\/New_York"},"location":"Connally Family Cemetery (East Point, GA) Robert C. Williams Museum of Papermaking (Atlanta, GA)","extras":[],"hg_media":{"680197":{"id":"680197","type":"image","title":"d0760823-966a-433b-a13a-12cc07023aae.png","body":null,"created":"1778086978","gmt_created":"2026-05-06 17:02:58","changed":"1778086978","gmt_changed":"2026-05-06 17:02:58","alt":"forest-to-fiber","file":{"fid":"264439","name":"d0760823-966a-433b-a13a-12cc07023aae.png","image_path":"\/sites\/default\/files\/2026\/05\/06\/d0760823-966a-433b-a13a-12cc07023aae.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/06\/d0760823-966a-433b-a13a-12cc07023aae.png","mime":"image\/png","size":239995,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/06\/d0760823-966a-433b-a13a-12cc07023aae.png?itok=W8bv3MCh"}}},"media_ids":["680197"],"groups":[{"id":"660380","name":"GT Arts"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"194682","name":"Workshop"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690176":{"#nid":"690176","#data":{"type":"event","title":"Forest to Fiber: Volunteer Harvest Day (Session 1)","body":[{"value":"\u003Cp\u003EForest to Fiber: Volunteer Harvest Day (Session 1) will take place on Saturday, May 16, 2026, from 9:00 a.m. to 12:00 p.m. The workshop is led by Trees Atlanta staff, including Forest Restoration Coordinator Sav Tello and Field Botany Program Manager James Ojascastro.\u003C\/p\u003E\u003Cp\u003EParticipants will meet at the historic Connally Family Cemetery in East Point, a site currently impacted by invasive species such as paper mulberry trees. During the session, volunteers will assist in removing these plants while harvesting their fibers for papermaking.\u003C\/p\u003E\u003Cp\u003EThe program blends environmental restoration with education, teaching attendees how invasive plant bark can be repurposed into paper. While this session focuses on harvesting, additional sessions in the series will cover the papermaking process.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThis free workshop, part of a three-part papermaking series with Trees Atlanta, combines environmental restoration with creative learning. 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Flaherty\u003C\/p\u003E\u003Cp\u003EThesis Co-Advisor: N\/A\u003C\/p\u003E\u003Cp\u003ECommittee Members: Christopher W. Jones (ChBE), William J. Koros (ChBE), Bjarne Kreitz (ChBE), Jesse G. 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All are welcome!\u003C\/p\u003E\u003Cp\u003EIf you\u0027d like to attend, please\u0026nbsp;\u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fgatech.co1.qualtrics.com%2Fjfe%2Fform%2FSV_bJeGdC2afWeeMAK\u0026amp;data=05%7C02%7Cbreanna.allen%40gatech.edu%7C54aec5e52d59471790a508dea631dc53%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639130930292666169%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=uMvmtznyFOxlNUWlHUG4wzpXqQjcuuTstn9Q7zl9Tzo%3D\u0026amp;reserved=0\u0022 target=\u0022_blank\u0022\u003ERSVP\u003C\/a\u003E\u0026nbsp;by May 20.\u003C\/p\u003E\u003Cp\u003EFor more information, contact David Ross at\u0026nbsp;\u003Ca href=\u0022mailto:david.ross@studentlife.gatech.edu\u0022 target=\u0022_blank\u0022\u003Edavid.ross@studentlife.gatech.edu\u003C\/a\u003E.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe\u0026nbsp;\u003Ca href=\u0022https:\/\/veterans.gatech.edu\u0022 target=\u0022_blank\u0022\u003EVeterans\u0026nbsp;Resource Center\u003C\/a\u003E invites the campus community to a Memorial Day\u0026nbsp;Open\u0026nbsp;House\u0026nbsp;on Thursday, May 21, from 11 a.m. to 2 p.m. at the\u0026nbsp;Veterans\u0026nbsp;Resource Center.\u003C\/p\u003E\u003Cp\u003EStop by to enjoy light refreshments, explore the Walk of Honor display, and learn more about Georgia Tech\u2019s military history. All are welcome!\u003C\/p\u003E\u003Cp\u003EIf you\u0027d like to attend, please\u0026nbsp;\u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fgatech.co1.qualtrics.com%2Fjfe%2Fform%2FSV_bJeGdC2afWeeMAK\u0026amp;data=05%7C02%7Cbreanna.allen%40gatech.edu%7C54aec5e52d59471790a508dea631dc53%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639130930292666169%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=uMvmtznyFOxlNUWlHUG4wzpXqQjcuuTstn9Q7zl9Tzo%3D\u0026amp;reserved=0\u0022 target=\u0022_blank\u0022\u003ERSVP\u003C\/a\u003E\u0026nbsp;by May 20.\u003C\/p\u003E\u003Cp\u003EFor more information, contact David Ross at\u0026nbsp;\u003Ca href=\u0022mailto:david.ross@studentlife.gatech.edu\u0022 target=\u0022_blank\u0022\u003Edavid.ross@studentlife.gatech.edu\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Join the Veterans Resource Center for their Memorial Day Open House on Thursday, May 21 from 11 a.m. to 2 p.m."}],"uid":"36435","created_gmt":"2026-05-06 15:51:51","changed_gmt":"2026-05-06 15:55:51","author":"ballen91","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-21T11:00:00-04:00","event_time_end":"2026-05-21T14:00:00-04:00","event_time_end_last":"2026-05-21T14:00:00-04:00","gmt_time_start":"2026-05-21 15:00:00","gmt_time_end":"2026-05-21 18:00:00","gmt_time_end_last":"2026-05-21 18:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Veterans Resource Center ","extras":[],"hg_media":{"680192":{"id":"680192","type":"image","title":"VRC-Open-House-newsletter-graphic.jpg","body":null,"created":"1778082736","gmt_created":"2026-05-06 15:52:16","changed":"1778082736","gmt_changed":"2026-05-06 15:52:16","alt":"VRC Memorial Day open house ","file":{"fid":"264434","name":"VRC-Open-House-newsletter-graphic.jpg","image_path":"\/sites\/default\/files\/2026\/05\/06\/VRC-Open-House-newsletter-graphic.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/06\/VRC-Open-House-newsletter-graphic.jpg","mime":"image\/jpeg","size":322633,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/06\/VRC-Open-House-newsletter-graphic.jpg?itok=DzM35JDq"}}},"media_ids":["680192"],"groups":[{"id":"660393","name":"Belonging \u0026 Student Support"}],"categories":[],"keywords":[{"id":"194447","name":"belonging and student support, "}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EDavid Ross: david.ross@studentlife.gatech.edu\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690169":{"#nid":"690169","#data":{"type":"event","title":"SODA Synergy Seminar","body":[{"value":"\u003Cp\u003E\u003Cem\u003EJoin the first \u003C\/em\u003E\u003Ca href=\u0022https:\/\/sites.gatech.edu\/soda\/\u0022\u003E\u003Cem\u003ESpatial Omics and Data Analytics (SODA) Center\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E Seminar!\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003E\u0026nbsp;\u0022Learning Multicellular Rules From Spatial Perturbation Data to Construct Computational Non-Animal Models\u0022\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/bme.gatech.edu\/bio\/peng-qiu\u0022\u003E\u003Cstrong\u003EPeng Qiu\u003C\/strong\u003E\u003C\/a\u003E\u003Cbr\u003EProfessor, Wallace H. Coulter Distinguished Faculty Fellow\u003Cbr\u003EWallace H. Coulter Department of Biomedical Engineering\u003Cbr\u003EGeorgia Tech and Emory University\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ETo attend via Zoom - \u003C\/strong\u003E\u003Ca href=\u0022https:\/\/gatech.zoom.us\/webinar\/register\/WN_6vawU4EdQGKFgrdxO8dBxA\u0022\u003E\u003Cstrong\u003Eregister here.\u003C\/strong\u003E\u003C\/a\u003E\u003Cbr\u003EAttend in-person at the Krone Engineered Biosystems Building (EBB), CHOA Seminar Room.\u003C\/p\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EResearch\u003C\/strong\u003E\u0026nbsp;\u003Cbr\u003EProfessor Qiu\u0027s main research interests are in bioinformatics and machine learning, focusing on algorithm development, machine learning, data integration, statistical signal processing, control systems and optimization. The applications include single-cell genomics, cancer, immunology, Crohn\u0027s disease, and aging matic phosphoryl (and related) group transfer reactions, as well as other fundamental problems in physical organic chemistry.\u003C\/p\u003E\u003C\/div\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Ch6\u003E\u0026nbsp;\u0022Learning Multicellular Rules From Spatial Perturbation Data to Construct Computational Non-Animal Models\u0022\u003C\/h6\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":" \u0022Learning Multicellular Rules From Spatial Perturbation Data to Construct Computational Non-Animal Models\u0022 - Peng Qiu, Georgia Tech"}],"uid":"35486","created_gmt":"2026-05-06 12:50:52","changed_gmt":"2026-05-06 15:41:20","author":"Christina Wessels","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-15T12:00:00-04:00","event_time_end":"2026-05-15T13:00:00-04:00","event_time_end_last":"2026-05-15T13:00:00-04:00","gmt_time_start":"2026-05-15 16:00:00","gmt_time_end":"2026-05-15 17:00:00","gmt_time_end_last":"2026-05-15 17:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Krone Engineered Biosystems Building (EBB), CHOA Seminar Room","extras":[],"groups":[{"id":"1292","name":"Parker H. Petit Institute for Bioengineering and Bioscience (IBB)"},{"id":"1254","name":"Wallace H. 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These modalities enhance robustness and accuracy, particularly in challenging conditions where vision-only approaches may fail. The focus will be on leveraging depth for object reconstruction and laser sensing pavement distress detection. By integrating visual and geometric information across modalities, the proposed research aims to advance both the accuracy and scalability of scene understanding systems. 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Whether you\u2019re polishing a manuscript, drafting a proposal, or chipping away at a dissertation, this is your time to make writing a habit. Join us for a weekly writing session designed to build consistency and community among neuro-focused researchers and writers.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EWhen:\u003C\/strong\u003E 9:00 AM \u2013 11 AM\u003Cbr\u003E\u003Cstrong\u003EWhere: \u003C\/strong\u003EMcIntire Conference Room (Whitaker Bldg. Rm 3115)\u003Cbr\u003E\u003Cstrong\u003EWhat:\u003C\/strong\u003E\u003C\/p\u003E\u003Cul\u003E\u003Cli\u003EOpen-door format: stay for the full two hours or drop in for 15\u201330 minutes \u2014 every bit counts!\u003C\/li\u003E\u003Cli\u003EEnjoy a supportive, motivating space to focus on your writing \u2014 no pressure, just progress.\u003C\/li\u003E\u003Cli\u003ECoffee, tea, and pastries are provided to keep you fueled.\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003E\u003Cstrong\u003EWho is Welcome?\u003C\/strong\u003E\u003Cbr\u003EAnyone working in neuroscience, neurotechnology, or society-related research and writing. 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As a result, cross-layer optimizations have become critical to maximize acceleration throughput and power efficiency. In this talk, I will discuss how a circuit designer can contribute to the broader AI community by building a more powerful and efficient hardware acceleration solution. Based on our recent work on both hardware and algorithms, the talk will show how each level of the design hierarchy can make a difference in the end-to-end performance when accelerating Al models.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EBio: \u003C\/strong\u003EDongsuk Jeon received a B.S. degree in electrical engineering from Seoul National University, Seoul, South Korea, in 2009 and a Ph.D. degree in electrical engineering from the University of Michigan, Ann Arbor, MI, USA, in 2014. From 2014 to 2015, he was a Postdoctoral Associate with the Massachusetts Institute of Technology, Cambridge, MA, USA. He is currently a Professor with the Graduate School of Convergence Science and Technology, Seoul National University. His current research interests include hardware-oriented machine learning algorithms, hardware accelerators, and low-power circuits.\u003C\/p\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cp\u003EDr. Jeon has served or is currently serving on the Technical Program Committees of the IEEE International Solid- State Circuits Conference (ISSCC), ACM\/IEEE Design Automation Conference (DAC), IEEE\/ACM Asia and South Pacific Design Automation Conference (ASP-DAC), and IEEE Asian Solid-State Circuits Conference (ASSCC). He was also a Distinguished Lecturer of the IEEE Solid-State Circuits Society in 2023-2024 and is currently serving as an Associate Editor of the IEEE Transactions on Very Large Scale Integration (VLSI) Systems.\u003C\/p\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EJoin the IEEE SSCS\/CASS Atlanta Joint Chapter for a talk from Seoul National University Professor Dongsuk Jeon.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Join the IEEE SSCS\/CASS Atlanta Joint Chapter for a talk from Seoul National University Professor Dongsuk Jeon."}],"uid":"36558","created_gmt":"2026-05-05 20:43:35","changed_gmt":"2026-05-05 20:43:35","author":"zwiniecki3","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-12T14:30:00-04:00","event_time_end":"2026-05-12T15:30:00-04:00","event_time_end_last":"2026-05-12T15:30:00-04:00","gmt_time_start":"2026-05-12 18:30:00","gmt_time_end":"2026-05-12 19:30:00","gmt_time_end_last":"2026-05-12 19:30:00","rrule":null,"timezone":"America\/New_York"},"location":"Van Leer Building, 218","extras":[],"groups":[{"id":"1255","name":"School of Electrical and Computer Engineering"}],"categories":[],"keywords":[{"id":"182448","name":"AI hardware"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"194683","name":"Talk"}],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690161":{"#nid":"690161","#data":{"type":"event","title":"PhD Proposal by Shao-Yun Hsu","body":[{"value":"\u003Cp\u003EShao-Yun Hsu\u003Cbr\u003EBME PhD Proposal Presentation\u003Cbr\u003E\u003Cbr\u003EDate: 2026-05-21\u003Cbr\u003ETime: 10:00 am to 12:00 pm\u0026nbsp;\u003Cbr\u003ELocation \/ Meeting Link: 102A Conference Room Pettit in the Pettit Microelectronics Building \/https:\/\/teams.microsoft.com\/meet\/23010688847336?p=rRVOT0BNqV7tAGEbRb\u003Cbr\u003E\u003Cbr\u003ECommittee Members:\u003Cbr\u003EDr. Andres Garcia Dr. Susan Thomas Dr. Ankur Singh Dr. Robers Sibley\u0026nbsp;\u003Cbr\u003E\u003Cbr\u003E\u003Cbr\u003ETitle: Engineered PEG-4MAL Hydrogels to Enhance and Simplify Lymphedema Microsurgery\u0026nbsp;\u003Cbr\u003E\u003Cbr\u003EAbstract:\u003Cbr\u003ELymphedema is a chronic, progressive condition of impaired lymphatic transport that affects hundreds of millions of people worldwide and remains incurable, with most patients managed only by lifelong compression. Microsurgical reconstruction by vascularized lymph node transplant (VLNT) and lymphovenous anastomosis (LVA) offers the most promising therapeutic option for eligible patients, but each procedure is constrained by distinct limitations. VLNT achieves meaningful volume reduction in only about one-third of patients, largely owing to inadequate lymphatic reconnection between the transplanted node and the host vasculature, and harvesting a vascularized flap exposes patients to donor-site morbidity, including donor-site lymphedema and nerve injury. LVA avoids a donor node but requires multiple circumferential microsutures to seal a junction between dramatically size-mismatched lymphatics and veins, restricting access to fewer than 10 percent of eligible patients. This proposal leverages a PEG-4MAL hydrogel platform with tunable stiffness, modular incorporation of adhesive and protease-cleavable peptides, and bioorthogonal growth-factor conjugation to address these gaps in a clinically relevant rat secondary lymphedema model. Aim 1 will establish a lymphedema model and a longitudinal near-infrared functional analysis platform. Aim 2 will determine whether a lymphangiogenic hydrogel implanted at the time of VLNT enhances host-to-graft reconnection and accelerates volume and functional recovery. Aim 3 will reduce surgical complexity through two complementary strategies: a flap-free, anastomosis-free artificial lymph node generated by VEGF-A-driven pedicle-to-node angiogenesis, and an in situ-gelling hydrogel sealant that replaces circumferential sutures in LVA. 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Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-08T09:00:00-04:00","event_time_end":"2026-05-08T11:00:00-04:00","event_time_end_last":"2026-05-08T11:00:00-04:00","gmt_time_start":"2026-05-08 13:00:00","gmt_time_end":"2026-05-08 15:00:00","gmt_time_end_last":"2026-05-08 15:00:00","rrule":null,"timezone":"America\/New_York"},"location":"EBB 4029","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"100811","name":"Phd Defense"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690159":{"#nid":"690159","#data":{"type":"event","title":"PhD Defense by Evan Magette","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETitle:\u003C\/strong\u003E The Spatial and Temporal Variability of Dissolved Inorganic Carbon and Total Alkalinity Production During Early Diagenesis in River Dominated Ocean Margin Sediments and Their Resultant Effect on Bottom Water Acidification\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EPhD Defense:\u003C\/strong\u003E Evan Magette\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee:\u003C\/strong\u003E Dr. Martial Taillefert (Advisor), Dr. Christophe Rabouille, Dr. Yuanzhi Tang, Dr. Christopher Reinhard, Dr. Isaiah Bolden\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDate and Time:\u003C\/strong\u003E Tuesday, May 12th, 2026 at 10:00 am\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ELocation:\u003C\/strong\u003E Ford ES\u0026amp;T L1118 (Zoom link upon request)\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbstract:\u0026nbsp;\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003E\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp; \u003C\/strong\u003ERapid anthropogenic release of CO2(g) to the atmosphere promotes global ocean acidification that is exacerbated in coastal environments by processes such as eutrophication and upwelling of low pH deep water. The decline in ocean pH through time poses a threat to marine ecosystems and the coastal communities that depend on them. Total alkalinity (TA), mainly supplied to the ocean by river discharge, allows seawater to buffer against future pH decline. Pore water DIC and TA generated in sediments during early diagenesis may be released to the overlying waters and either contribute to acidity or buffer against overlying water acidity, depending on the benthic TA to dissolved inorganic carbon (DIC) flux ratio (\u003Cem\u003ER\u003C\/em\u003ETA:DIC), as \u003Cem\u003ER\u003C\/em\u003ETA:DIC \u0026lt; 1 promotes acidification and \u003Cem\u003ER\u003C\/em\u003ETA:DIC \u0026gt; 1 mitigates further acidification. The rapid accumulation of organic matter in river dominated ocean margin (RiOMar) sediments promotes the generation of relatively large benthic DIC and TA fluxes that may significantly influence overlying water acidification in these regions. A number of seasonally variable environmental factors such as river discharge and sediment resuspension may promote early diagenetic redox cycling in RiOMar sediments and induce seasonal \u003Cem\u003ER\u003C\/em\u003ETA:DIC variability. This seasonal \u003Cem\u003ER\u003C\/em\u003ETA:DIC variability is poorly characterized, however, despite their potential influence on overlying water acidification in these regions.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp; The present dissertation investigated how early diagenetic processes in RiOMar sediments and resultant benthic solute fluxes and \u003Cem\u003ER\u003C\/em\u003ETA:DIC respond to seasonally variable environmental factors. This was accomplished using a combination of \u003Cem\u003Ein-situ\u003C\/em\u003E benthic flux measurements on the northern Gulf of Mexico (nGoM) continental margin and \u003Cem\u003Eex-situ\u003C\/em\u003E sediment core solid phase and pore water analyses from both nGoM margin and Rh\u00f4ne River prodelta sediments. Overall, the results presented in this dissertation revealed\u0026nbsp;significant seasonal early diagenetic and \u003Cem\u003ER\u003C\/em\u003ETA:DIC variability in RiOMars that was driven by seasonally variable environmental factors such as river discharge, primary production, sediment perturbations, and bottom water hypoxia development. The largest \u003Cem\u003ER\u003C\/em\u003ETA:DIC from RiOMar sediments may be promoted either 1) proximal to river deltas and in eutrophic hypoxic systems, where anerobic TA generation is high and reoxidation of reduced metabolites is low, or 2) when CaCO3 dissolution generates significant TA in pore waters.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe Spatial and Temporal Variability of Dissolved Inorganic Carbon and Total Alkalinity Production During Early Diagenesis in River Dominated Ocean Margin Sediments and Their Resultant Effect on Bottom Water Acidification\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The Spatial and Temporal Variability of Dissolved Inorganic Carbon and Total Alkalinity Production During Early Diagenesis in River Dominated Ocean Margin Sediments and Their Resultant Effect on Bottom Water Acidification"}],"uid":"27707","created_gmt":"2026-05-05 20:35:32","changed_gmt":"2026-05-05 20:35:32","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-12T10:00:00-04:00","event_time_end":"2026-05-12T12:00:00-04:00","event_time_end_last":"2026-05-12T12:00:00-04:00","gmt_time_start":"2026-05-12 14:00:00","gmt_time_end":"2026-05-12 16:00:00","gmt_time_end_last":"2026-05-12 16:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Ford ES\u0026T L1118","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"100811","name":"Phd Defense"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690158":{"#nid":"690158","#data":{"type":"event","title":"PhD Proposal by Emi M. Wheelock","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003EEmi M. Wheelock\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EBioE Ph.D. Proposal\u0026nbsp;Presentation\u003C\/p\u003E\u003Cp\u003EDate and Time: Friday, May 15th, 2026, at 1:00 PM (EDT)\u003C\/p\u003E\u003Cp\u003ELocation: EBB Krone Conference Room 3029\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fgatech.zoom.us%2Fj%2F97249014901\u0026amp;data=05%7C02%7Ctm186%40gtvault.onmicrosoft.com%7C5678057b7c424966a49808dea7b5481d%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639132594203256323%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=eJy5W6LdJBDHdSCXXAK9UxeAnNKBYFUc67KtpAKIdvU%3D\u0026amp;reserved=0\u0022\u003Ehttps:\/\/gatech.zoom.us\/j\/97249014901\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAdvisor:\u003C\/strong\u003E Hang Lu, Ph.D. (Chemical and Biomolecular Engineering, Georgia Institute of Technology)\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EGordon Berman, Ph.D. (Biology, Emory University)\u003Cbr\u003EMatthieu Bloch, Ph.D. (Electrical and Computer Engineering, Georgia Institute of Technology)\u003Cbr\u003EAnqi Wu, Ph.D. (Computational\u0026nbsp;Science and Engineering, Georgia Institute of Technology)\u003Cbr\u003EPatrick McGrath, Ph.D. (Biological Sciences, Georgia Institute of Technology)\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EExperience-Dependent Reweighting of Conserved Neural Circuit Dynamics in \u003C\/strong\u003E\u003Cem\u003E\u003Cstrong\u003EC. elegans\u003C\/strong\u003E\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003ELearning allows animals to use past experience to change how sensory cues guide future behavior, but it remains unclear how this change is implemented in brain-wide neural activity. One possibility is that learning creates a new neural response pattern; another is that learning changes how sensory cues recruit pre-existing patterns already present in the circuit. Distinguishing these possibilities requires treating neural activity as a time-evolving population process, rather than only asking which neurons increase or decrease their activity. \u003Cem\u003EC. elegans\u003C\/em\u003E\u0026nbsp;is well suited for this problem because controlled sensory stimulation, whole-brain calcium imaging, quantitative behavior, and genetic perturbation can be combined in the same animal. This thesis investigates how aversive olfactory learning changes brain-wide neural dynamics in \u003Cem\u003EC. elegans\u003C\/em\u003E, using odors from standard bacterial food (\u003Cem\u003EE. coli\u003C\/em\u003E\u0026nbsp;OP50), pathogenic bacteria (\u003Cem\u003EPseudomonas aeruginosa\u003C\/em\u003E\u0026nbsp;PA14), and buffer controls. Aim 1 will identify reproducible odor-evoked dynamical features across animals using latent dynamical modeling and invariant summaries. Aim 2 will test whether pathogen training shifts pathogen-evoked dynamics toward food-associated structure or produces a distinct trained-state response. Aim 3 will determine whether learning-sensitive dynamical readouts predict turning behavior and reveal how targeted genetic perturbations disrupt learned sensorimotor computation.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003EExperience-Dependent Reweighting of Conserved Neural Circuit Dynamics in \u003C\/strong\u003E\u003Cem\u003E\u003Cstrong\u003EC. elegans\u003C\/strong\u003E\u003C\/em\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Experience-Dependent Reweighting of Conserved Neural Circuit Dynamics in C. elegans"}],"uid":"27707","created_gmt":"2026-05-05 20:31:51","changed_gmt":"2026-05-05 20:32:27","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-15T13:00:00-04:00","event_time_end":"2026-05-15T15:00:00-04:00","event_time_end_last":"2026-05-15T15:00:00-04:00","gmt_time_start":"2026-05-15 17:00:00","gmt_time_end":"2026-05-15 19:00:00","gmt_time_end_last":"2026-05-15 19:00:00","rrule":null,"timezone":"America\/New_York"},"location":"EBB Krone Conference Room 3029","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"102851","name":"Phd proposal"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690156":{"#nid":"690156","#data":{"type":"event","title":"PhD Defense by Roshaun C. Titus","body":[{"value":"\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ERoshaun C. Titus\u003C\/strong\u003E\u003Cbr\u003EAdvisor: Prof. Rosario A. Gerhardt\u003C\/p\u003E\u003Cp\u003E\u003Cbr\u003E\u003Cem\u003Ewill defend a doctoral thesis entitled\u003C\/em\u003E,\u003C\/p\u003E\u003Cp\u003E\u003Cbr\u003E\u003Cstrong\u003EProcessing and Microstructural Effects on the Electrical Response and Quality Assessment of Beta SiC Composites for Electronic Devices\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cbr\u003E\u003Cem\u003EOn\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cbr\u003EThursday, May 14 at 11:00 a.m.\u003Cbr\u003ELOVE Manufacturing Room 184\u003Cbr\u003E771 Ferst Dr NW, Atlanta, GA 30332\u003C\/p\u003E\u003Cp\u003Eand\/or\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;Virtually via MS Teams\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/teams.microsoft.com\/meet\/285485031531632?p=UaTixojrXMKaUZSbnY\u0022 title=\u0022https:\/\/teams.microsoft.com\/meet\/285485031531632?p=UaTixojrXMKaUZSbnY\u0022\u003ERoshaun Titus Dissertation Defense | Teams Link\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp; Prof. Rosario A. Gerhardt \u2013 School of Materials Science and Engineering\u0026nbsp;(advisor)\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp; Prof. Chaitanya Deo \u2013 School of Mechanical Engineering\u003Cbr\u003E\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp; Prof. Robert Speyer \u2013 School of Materials Science and Engineering\u003Cbr\u003E\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp; Prof. Preet Singh \u2013 School of Materials Science and Engineering\u003Cbr\u003E\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp; \u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp; Dr. J. Elliot Fowler \u2013 Principal Investigator, Sandia National Laboratory\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cbr\u003E\u003Cstrong\u003EAbstract\u003C\/strong\u003E\u003Cbr\u003EThis dissertation investigates the electromagnetic properties of cubic 3C (beta) silicon carbide (SiC) composites. SiC is a crucial ceramic of interest in the semiconductor, energy, and aerospace industries for its ability to perform in extreme conditions such as high temperatures and space travel.\u0026nbsp;While the hexagonal 4H polytype is commonly used due to its wider band gap, beta SiC offers lower fabrication costs along with enhanced electron mobility and dielectric constant used for creating products such as sensors or transistors. By incorporating three distinct SiC morphologies\u2014micron-sized spheres, whisker-like rods, and nano-sized spheres\u2014into a polymer or ceramic matrix (PMMA or alpha alumina), this work examines how variations in geometric configurations (size, shape, dispersion, volume fraction) can affect the electrical and dielectric responses of the different matrix materials. Fabrication is carried out using pressure-only hydraulic pressing of the individual powders, compression molding of the PMMA matrix composites, and spark plasma sintering of the alumina matrix composites. Impedance \u0026amp; dielectric spectroscopy provides in-situ and post-fabrication electromagnetic characterization, which substantially broadens the understanding of observed trends in inductive and capacitive behavior that affect device performance.\u0026nbsp;Confirmed during this study is the mechanism behind SiC microwave absorption, a useful property for electromagnetic interference (EMI) shielding that can be used to protect electronics such as that of satellites systems. This was tested using a vector network analyzer via a designed and assembled waveguide setup for measuring 2-port scattering parameters of samples. Statistical methodologies for broadband frequency measurements are demonstrated, useful for determining repeatability and reproducibility in quality analysis.\u0026nbsp; Quality assessment was validated by working with interdigitated electrodes (IDEs) printed on composite FR4 substrates that serve as sensors for environmental conditions. The application of finite element analysis with COMSOL Multiphysics facilitated a more generalizable assessment approach, allowing for optimization of composite designs before large-scale production. This research thus provides a comprehensive framework linking processing methods and microstructure to electronic performance and quality assurance in SiC-based devices.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003EProcessing and Microstructural Effects on the Electrical Response and Quality Assessment of Beta SiC Composites for Electronic Devices\u003C\/strong\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Processing and Microstructural Effects on the Electrical Response and Quality Assessment of Beta SiC Composites for Electronic Devices"}],"uid":"27707","created_gmt":"2026-05-05 20:15:13","changed_gmt":"2026-05-05 20:16:21","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-14T11:00:00-04:00","event_time_end":"2026-05-14T13:00:00-04:00","event_time_end_last":"2026-05-14T13:00:00-04:00","gmt_time_start":"2026-05-14 15:00:00","gmt_time_end":"2026-05-14 17:00:00","gmt_time_end_last":"2026-05-14 17:00:00","rrule":null,"timezone":"America\/New_York"},"location":"LOVE Manufacturing Room 184","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"100811","name":"Phd Defense"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690155":{"#nid":"690155","#data":{"type":"event","title":"PhD Defense by Seongmin Lee","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETitle\u003C\/strong\u003E: Visual and Algorithmic Explanations to Fortify AI Safety\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDate\u003C\/strong\u003E: Monday, May 18, 2026\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ETime\u003C\/strong\u003E: 1PM to 3PM Eastern Time (US)\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ELocation\u003C\/strong\u003E: Coda 114 (1st floor conference room; just walk in, no special access needed)\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EVirtual Meeting\u003C\/strong\u003E:\u0026nbsp;\u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fgatech.zoom.us%2Fj%2F91061621484\u0026amp;data=05%7C02%7Ctm186%40gtvault.onmicrosoft.com%7C307e3f7976a34cdadbf908dea8594092%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639133298478975396%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=RcdX0lQJl42470bP%2B6LbXtyIB%2FGEwrRz%2Fev%2BQCPpWP0%3D\u0026amp;reserved=0\u0022\u003Ehttps:\/\/gatech.zoom.us\/j\/91061621484\u003C\/a\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ESeongmin Lee\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003ECS Ph.D. Candidate\u003C\/p\u003E\u003Cp\u003ESchool of Computational Science and Engineering\u003C\/p\u003E\u003Cp\u003ECollege of Computing\u003C\/p\u003E\u003Cp\u003EGeorgia Institute of Technology\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fseongmin.xyz%2F\u0026amp;data=05%7C02%7Ctm186%40gtvault.onmicrosoft.com%7C307e3f7976a34cdadbf908dea8594092%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639133298479006597%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=4dVakJXq5nKqMswsl9mNutCG4G0q0WiSJVdTkliNyzw%3D\u0026amp;reserved=0\u0022\u003Ehttps:\/\/seongmin.xyz\/\u003C\/a\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee\u003C\/strong\u003E:\u003C\/p\u003E\u003Cp\u003EDr. Duen Horng (Polo) Chau - Advisor, Georgia Tech, School of Computational Science \u0026amp; Engineering\u003C\/p\u003E\u003Cp\u003EDr. Alex Endert - Georgia Tech, School of Interactive Computing\u003C\/p\u003E\u003Cp\u003EDr. Chao Zhang - Georgia Tech, School of Computational Science \u0026amp; Engineering\u003C\/p\u003E\u003Cp\u003EDr. Judy Hoffman - University of California, Irvine, Donald Bren School of Information and Computer Sciences\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDr. Oliver Brdiczka - Adobe, Adobe Firefly\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbstract\u003C\/strong\u003E:\u003C\/p\u003E\u003Cp\u003EAs modern AI systems, such as diffusion-based generative models or large language models (LLMs), continue to grow in scale, complexity, and societal impact, understanding and mitigating their risks has become increasingly urgent yet challenging due to their black-box nature.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EMy thesis addresses this critical challenge by developing novel visualizations and algorithms that help people understand the reasons and mechanisms behind AI behaviors, and take actionable steps to mitigate risks. Our work is organized into three complementary\u003C\/p\u003E\u003Cp\u003Ethrusts:\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003E(1) Attribute risks.\u003C\/em\u003E We begin with investigating how to uncover the underlying causes of AI risks. We present the first survey bridging LLM interpretation and safety. Building on insights from our survey that training data can offer intuitive explanations for LLM generations, we develop LLM Attributor, which visually reveals the training data sources behind LLM-generated text, offering a novel way to diagnose unsafe outputs.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003E(2) Explain failure.\u003C\/em\u003E While interpretation algorithms reveal causes of AI risks, their impact depends on how effectively they are communicated. To fill this gap, we introduce interactive visualizations that explain complex model mechanisms to broad audiences. Diffusion Explainer helps non-experts understand modern generative AI, outperforming traditional tools in 56-participant user studies. Extending visualization to non-generative models, VisCUIT empowers experts to explore the mechanisms behind failures of classifiers.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003E(3) Guide mitigation.\u003C\/em\u003E To reduce risks, we introduce CRAYON, simple yet powerful algorithms that help classifiers overcome reliance on irrelevant features using yes-no annotations; experiments with large-scale human evaluations with 5,893 participants show its superiority over 12 methods across three datasets \u2014 even those requiring complex annotations. Extending to modern LLMs, we develop SHINE algorithm to determine whether hallucinations stem from limited model knowledge or flawed generation strategies. 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These sessions focus on understanding what Copilot Chat can do today, how it has evolved over time, and how to apply it effectively within everyday work scenarios.\u003C\/p\u003E\u003Cp\u003EWhether you are brand new to Copilot Chat or already familiar with it, these sessions provide a shared space to explore current features, learn effective ways to interact with the tool, and stay informed as new capabilities become available.\u003C\/p\u003E\u003Cp\u003ELed by Dewayne Hyatt, Senior Cloud Solution Architect at Microsoft, each session includes:\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003E45 Minutes of Training (Recorded)\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003ELearn how Copilot Chat works, what experiences are currently available, and how to engage with the tool effectively through clear requests and meaningful context. 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This open Q and A is especially useful for attendees who want clarity on recent updates, evolving capabilities, or practical application ideas.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EHow to Prepare\u003C\/strong\u003E\u003C\/p\u003E\u003Cul\u003E\u003Cli\u003EBring questions or scenarios related to how you are using or exploring Copilot Chat.\u003C\/li\u003E\u003Cli\u003EBe ready to participate in discussion and practical exploration.\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003EThis series is intended to help attendees stay informed and confident about using Copilot Chat as it evolves.\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003E\u003Cstrong\u003EPlease note: Copilot Chat is limited to work affiliated with your role at Georgia Tech and does not support personal use.\u0026nbsp;\u003C\/strong\u003E\u003C\/em\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThis ongoing series of information sessions are designed to help you get the most out of Microsoft Copilot Chat. 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While advances in materials, aerodynamics, and cooling technologies have enabled these trends, their full potential remains constrained by the structural capability of rotating components. Among these, the turbine disk is a critical limiting element, as it must sustain severe centrifugal loads and thermal gradients while interacting with complex cooling flows. This has motivated the development of advanced disk architectures such as the twin-web turbine disk (TWD), originally explored under the U.S. Air Force\u2019s Composite Ring Reinforced Turbine (CRRT) program. However, despite its promise, the existing body of research on TWDs remains limited and fragmented across structural, thermal, and manufacturing domains. The design of TWDs is inherently multidisciplinary, requiring the coupled treatment of thermo-fluid-structural interactions alongside practical considerations such as manufacturability and cost. Current approaches often rely on partitioned, black-box workflows that require inter-solver data transfer, introducing additional sources of error and computational overhead. Furthermore, high-fidelity multiphysics simulations, particularly for cooling analysis, are computationally expensive, limiting their direct use in optimization. These challenges highlight the need for a unified framework that can consistently capture coupled physics while remaining computationally tractable. Motivated by these gaps, this work proposes the development of a unified, multidisciplinary, and multifidelity framework for the analysis and design optimization of TWDs. The proposed approach will systematically progress from a baseline partitioned formulation to a fully coupled monolithic solver, with the aim of improving numerical stability and predictive accuracy. To address computational cost, targeted surrogate models, particularly for cooling-related analyses, will be developed and incorporated to enable rapid yet reliable evaluations within the design loop. Sensitivity analysis and design space exploration will be carried out to identify the dominant design drivers, and the resulting framework will be embedded within a multidisciplinary optimization environment to generate Pareto-optimal designs. Through these efforts, this research aims to help bridge the gap between conceptual design and practical implementation of improved turbine disk technologies by combining high-fidelity multiphysics modeling with effective optimization strategies in a coherent formulation.\u003Cbr\u003E\u003Cbr\u003EDate and time: 2026-05-15, 9:30 AM EDT\u003Cbr\u003E\u003Cbr\u003ELocation: CoVE\u003Cbr\u003E\u003Cbr\u003ECommittee:\u003Cbr\u003EDr. Dimitri Mavris (advisor), School of Aerospace Engineering\u003Cbr\u003EDr. Jechiel Jagoda, School of Aerospace Engineering\u003Cbr\u003EDr. Kai James, School of Aerospace Engineering\u003Cbr\u003EDr. Jonathan C. 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LPP combustion offers a pathway to reduced NOx and non-volatile particulate matter emissions by burning globally lean. However, practical implementation is limited by competing operability challenges, including fuel-dependent mixing and vaporization effects, lean blowoff, and high-power failure modes such as flashback and upstream flame holding. This work addresses these challenges through three coordinated experimental campaigns using advanced optical diagnostics in both industrially relevant and laboratory-scale combustors. The first campaign examines how conventional Jet-A, hydroprocessed esters and fatty acids (HEFA) sustainable aviation fuel, and a 50\/50 Jet-A\u2013HEFA blend influence spray behavior, flame structure, and lean operability in a multi-element LPP combustor. Measurements using OH planar laser-induced fluorescence (PLIF), OH* chemiluminescence (CL), Mie scattering, and phase Doppler particle analysis are used to connect fuel physical properties to droplet penetration, vaporization, flame topology, and blowoff behavior. Preliminary results show that HEFA produces shorter liquid-fuel penetration depths than Jet-A and the blend, consistent with its lower density, viscosity, surface tension, and distillation characteristics. These results provide a basis for determining whether fuel-dependent spray and mixing differences significantly alter global lean blowoff behavior or primarily affect local flame structure and intermittency. The second campaign investigates pilot\u2013main flame interactions in a practical multi-element LPP combustor by independently varying pilot and global equivalence ratios while acquiring measurements across multiple radial planes. OH\/kerosene PLIF, Mie scattering, and high-speed OH* or CH* CL are used to identify how the central pilot modifies the surrounding bluff-body-stabilized main flames. This campaign is designed to determine whether the pilot primarily stabilizes the mains by supplying hot products and chemically active species to the main-flame recirculation zones, and whether global lean blowoff limits are more strongly controlled by main-flame conditions than by pilot equivalence ratio within the pilot\u2019s own stability limits. The third campaign develops laser-induced phosphor thermometry (LIPT) for spatially and temporally resolved wall-temperature measurements under high-power takeoff conditions. Candidate phosphor coatings will be selected, calibrated, and evaluated for lifetime-based thermometry in a medium-pressure burner. LIPT measurements, combined with chemiluminescence imaging, will be used to identify localized wall-temperature signatures associated with abnormal flame\u2013wall interactions and potential upstream flame holding. Although the medium-pressure burner cannot fully reproduce the thermal and optical environment of high-power testing, it provides a controlled platform for developing diagnostic capability that can later be extended to more severe gas-turbine operating conditions. Together, these campaigns aim to clarify how fuel properties, pilot\u2013main coupling, and wall thermal response influence LPP combustor operability. The expected outcome is an improved physical understanding of flame stabilization and failure mechanisms in practical lean-burn combustors, along with diagnostic tools needed to characterize these processes across operating regimes.\u003Cbr\u003E\u003Cbr\u003EDate and time: 2026-05-15, 2:00 PM\u003Cbr\u003E\u003Cbr\u003ELocation: Montgomery Knight Room 317\u003Cbr\u003E\u003Cbr\u003ECommittee:\u003Cbr\u003EDr. Adam Steinberg (advisor), School of Aerospace Engineering\u003Cbr\u003EDr. Ellen Mazumdar, School of Mechanical Engineering\u003Cbr\u003EDr. Benjamin Emerson, School of Aerospace Engineering\u003Cbr\u003E\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EFlame Structure, Operability, and Diagnostic Development in Lean Premixed Prevaporized Gas Turbine Combustors\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Flame Structure, Operability, and Diagnostic 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College of Lifetime Learning\u0026nbsp;on \u003Cstrong\u003EWednesday, May 20, from 12\u0026nbsp;to1 p.m. ET\u003C\/strong\u003E\u0026nbsp;for an online\u0026nbsp;Georgia Tech\u0026nbsp;FlexStack\u0026nbsp;Info Session and discover a more flexible, affordable path to building high\u2011demand technical skills\u0026nbsp;in Python, SQL, AI, Data Modeling, and Data Visualization.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Discover a more flexible, affordable path to building high\u2011demand technical skills in Python, SQL, AI, Data Modeling, and Data Visualization."}],"uid":"35141","created_gmt":"2026-05-05 19:25:40","changed_gmt":"2026-05-05 19:33:31","author":"Kelly Pierce","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-20T12:00:00-04:00","event_time_end":"2026-05-20T13:00:00-04:00","event_time_end_last":"2026-05-20T13:00:00-04:00","gmt_time_start":"2026-05-20 16:00:00","gmt_time_end":"2026-05-20 17:00:00","gmt_time_end_last":"2026-05-20 17:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Zoom \u2013 Use Related Link","extras":[],"hg_media":{"680183":{"id":"680183","type":"image","title":"Python-FlexStack-AI-Principles-Certificate-600x300.jpg","body":null,"created":"1778009525","gmt_created":"2026-05-05 19:32:05","changed":"1778009525","gmt_changed":"2026-05-05 19:32:05","alt":"Hands are typing on a laptop and overlays of data visualizations and code appear as text previews over the image.","file":{"fid":"264425","name":"Python-FlexStack-AI-Principles-Certificate-600x300.jpg","image_path":"\/sites\/default\/files\/2026\/05\/05\/Python-FlexStack-AI-Principles-Certificate-600x300.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/05\/Python-FlexStack-AI-Principles-Certificate-600x300.jpg","mime":"image\/jpeg","size":113727,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/05\/Python-FlexStack-AI-Principles-Certificate-600x300.jpg?itok=7p1TxWRg"}}},"media_ids":["680183"],"related_links":[{"url":"https:\/\/events.gatech.edu\/en\/415oCF6\/g\/MAP95x3Mx3\/flexstack-program-overview-4a6TVsdTi5\/overview","title":"Register to Attend"}],"groups":[{"id":"1258","name":"Professional Education"}],"categories":[],"keywords":[{"id":"8833","name":"Info Session"},{"id":"195102","name":"ai training"},{"id":"195103","name":"python training"},{"id":"195104","name":"sql training"},{"id":"38921","name":"data visualization"},{"id":"188809","name":"data modeling"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"},{"id":"1795","name":"Seminar\/Lecture\/Colloquium"}],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"},{"id":"177814","name":"Postdoc"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690150":{"#nid":"690150","#data":{"type":"event","title":"PhD Defense by Henry Chionuma","body":[{"value":"\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EApplied Physiology Thesis Defense\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EHenry Chionuma\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003ESchool of Biological Sciences\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAdvisor:\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDr. Flavio Fenton\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EGeorgia Institute of Technology\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ESchool of Physics\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EOpen to the Community\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe dispersion of action potential duration and intracellular calcium as a function of period of stimulation in explanted human hearts using optical mapping\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EMay 14th, 2026\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003E1:00pm\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EHowey Physics Building (837 State Street NW), Room C204\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ECommittee Members:\u003C\/p\u003E\u003Cp\u003EDr. Edward Balog, School of Biological Sciences; Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003EDr. Elizabeth Cherry, School of Physics; Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003EDr. Mindy Millard-Stafford, School of Biological Sciences; Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003EDr. T. Richard Nichols, School of Biological Sciences [Professor Emeritus]; Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EBackground: Cardiovascular disease represents the leading cause of death globally, killing an estimated 17.9 million individuals each year. One of the most serious types of cardiovascular disease is cardiac arrhythmia, or \u2018abnormal\u2019 beating of the heart. Cardiac electrical wave disruption is the causative factor behind several of the most severe forms of cardiac arrhythmia, including fibrillation and tachycardia. Treatments for these arrhythmias are generally not optimal, owing in part to the fact that the mechanism of these arrhythmias are\u0026nbsp;not well understood. Alternans, defined as periodic beat-to-beat oscillation in cardiac electrical activity and contraction strength, is as an important initiating event for tachyarrhythmias. Alternans can be detected electrocardiographically as T-wave alternans, a condition associated with a high mortality rates\u0026nbsp;when not treated. At the cellular level, alternans can present as alternating long-short patterns of action potential duration (APD) and\/or in alternating peak values of intracellular calcium ([Ca]i) concentration. Alternans in space dynamically increases dispersion of repolarization across the heart, which leads to large variations in refractory periods and conduction blocks which induce wave break and fibrillation.\u003C\/p\u003E\u003Cp\u003EObjectives: The proposed research will address the mechanisms of initiation of electrical arrhythmias driven by dynamically induced heterogeneities of refractoriness produced by alternans. Overall, the proposed project aims to increase the understanding of the mechanisms of human fibrillation, which could lead to the development of improved pharmacological or electrical interventions. Moreover, utilization of detailed optical-mapping data from human heart subjects has the potential to provide further insight into how experimental results in other mammalian hearts can be applied to understand human heart mechanisms. Similarly, insight from the proposed research can help to improve computational modeling of arrhythmias in human hearts through improved calibration and validation.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ESpecific aims: 1: Perform the first detailed spatiotemporal quantification of APD and [Ca]i\u0026nbsp;dispersion in explanted human hearts across many physiological periods of stimulation. 2: Compare APD and [Ca]i dispersion between human and non-human hearts. 3: Quantify the effects of temperature on dispersion of APD and [Ca]i.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EResearch design and methods: Simultaneous optical mapping of voltage and calcium will be used. Human hearts will be obtained through an existing collaboration with the Emory University Hospital transplant program and non-human hearts will be obtained from other terminal studies. Hearts will be stimulated using established protocols where rates are increased to induce alternans followed by either initiation of fibrillation or conduction block. Computational models of human heart cells and tissue will be used for comparison with experiments.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe dispersion of action potential duration and intracellular calcium as a function of period of stimulation in explanted human hearts using optical mapping\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The dispersion of action potential duration and intracellular calcium as a function of period of stimulation in explanted human hearts using optical mapping"}],"uid":"27707","created_gmt":"2026-05-05 19:27:58","changed_gmt":"2026-05-05 19:28:31","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-14T13:00:00-04:00","event_time_end":"2026-05-14T15:00:00-04:00","event_time_end_last":"2026-05-14T15:00:00-04:00","gmt_time_start":"2026-05-14 17:00:00","gmt_time_end":"2026-05-14 19:00:00","gmt_time_end_last":"2026-05-14 19:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Howey Physics Building (837 State Street NW), Room C204","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"100811","name":"Phd Defense"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690149":{"#nid":"690149","#data":{"type":"event","title":"PhD Proposal by Samrin Saiyara","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ESamrin Saiyara\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EAdvisor: Prof. Josh Kacher\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003Ewill propose a doctoral thesis entitled,\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EHydrogen Reduction of Mixed Metal Oxides for Solid-State Alloy Formation of Stainless Steel\u0026nbsp;\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EOn\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EThursday, May 14 at 9:30 a.m.\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003ELove Room 295\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAnd\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;Virtually via MS Teams\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/teams.microsoft.com\/meet\/215969704040016?p=93wAJQ4kuW2sm3JNv5\u0022\u003Ehttps:\/\/teams.microsoft.com\/meet\/215969704040016?p=93wAJQ4kuW2sm3JNv5\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; Prof. Josh Kacher \u2013 School of Materials Science and Engineering (advisor)\u003C\/p\u003E\u003Cp\u003E\u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; Prof. Naresh Thadhani\u2013 School of Materials Science and Engineering\u003C\/p\u003E\u003Cp\u003E\u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp;\u0026nbsp;Prof. Robert Speyer \u2013 School of Materials Science and Engineering\u003C\/p\u003E\u003Cp\u003E\u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; Prof. Preet Singh \u2013 School of Materials Science and Engineering\u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp;\u0026nbsp;Prof. Chaitanya Deo \u2013 School of Mechanical Engineering\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbstract\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EHydrogen reduction of metal oxides offers a promising pathway to carbon- and energy-efficient ferrous alloy and steel production, but the high cost of hydrogen often makes this route economically untenable. One path forward is a process-intensification approach involving extrusion-based net-shape fabrication of alloy steels, starting with oxide components, followed by their reduction and sintering, resulting in the metal\/alloy product. In this work, we study the coreduction behavior of the binary Fe-18Cr alloy, relevant to the common 316L stainless steel system. A central challenge is the reduction of chromium oxide (Cr\u2082O\u2083), a highly stable oxide that often remains partially unreduced, thereby limiting alloy homogeneity. While the early reduction of iron oxide (Fe\u2082O\u2083) can promote chromia reduction by acting as a sink for newly formed chromium, it can also hinder complete reduction by driving extensive Fe sintering, which encapsulates residual Cr oxides and restricts gas transport, thereby limiting further reduction. \u0026nbsp;Preliminary results show that chromia particle size and sample thickness strongly influence reduction behavior. This work aims to gain a deep understanding of the interplay among thermodynamics, gas transport, and microstructural evolution that governs coreduction, using advanced characterization techniques such as SEM, XRD, and TEM to probe phase and interfacial evolution. The findings will guide strategies to achieve full reduction and inform the design of oxide-dispersed steels through the controlled incorporation of stable nanoscale oxides, ultimately advancing a scalable, low-carbon pathway for steel production.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003EHydrogen Reduction of Mixed Metal Oxides for Solid-State Alloy Formation of Stainless Steel\u0026nbsp;\u003C\/strong\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Hydrogen Reduction of Mixed Metal Oxides for Solid-State Alloy Formation of Stainless Steel "}],"uid":"27707","created_gmt":"2026-05-05 19:26:05","changed_gmt":"2026-05-05 19:26:41","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-14T09:30:00-04:00","event_time_end":"2026-05-14T11:00:00-04:00","event_time_end_last":"2026-05-14T11:00:00-04:00","gmt_time_start":"2026-05-14 13:30:00","gmt_time_end":"2026-05-14 15:00:00","gmt_time_end_last":"2026-05-14 15:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Love Room 295  And   Virtually via MS Teams ","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"102851","name":"Phd proposal"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690148":{"#nid":"690148","#data":{"type":"event","title":"PhD Proposal by Sakshi Sharma","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ESakshi Sharma\u003C\/strong\u003E\u003Cbr\u003EAdvisors: Prof. Antonio Facchetti, Prof. Juan-Pablo Correa-Baena\u003C\/p\u003E\u003Cp\u003E\u003Cbr\u003E\u003Cem\u003Ewill propose a doctoral thesis entitled\u003C\/em\u003E,\u003C\/p\u003E\u003Cp\u003E\u003Cbr\u003E\u003Cstrong\u003ETuning Mechanical Properties and Structural Stability of Perovskite Films and Devices via Spatial Confinement in Polymer Scaffolds\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cbr\u003E\u003Cem\u003EOn\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EFriday, May 8 at 12 noon\u003Cbr\u003EMRDC Room 4211\u003C\/p\u003E\u003Cp\u003Eand\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;Virtually via MS Teams\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/teams.microsoft.com\/meet\/26823533789387?p=sV8kEfgejJ7c3gwyeR\u0022\u003Ehttps:\/\/teams.microsoft.com\/meet\/26823533789387?p=sV8kEfgejJ7c3gwyeR\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee\u003C\/strong\u003E\u003Cbr\u003E\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp; Prof. Antonio Facchetti, Co-advisor, School of Materials Science and Engineering\u003C\/p\u003E\u003Cp\u003EProf. Juan-Pablo Correa-Baena, Co-advisor, School of Materials Science and Engineering\u003C\/p\u003E\u003Cp\u003EProf. Natalie Stingelin, School of Materials Science and Engineering\u003C\/p\u003E\u003Cp\u003EProf. Seung-Soon Jang, School of Materials Science and Engineering\u003C\/p\u003E\u003Cp\u003EProf. Tobin J. Marks, ChBE, Northwestern University\u003C\/p\u003E\u003Cp\u003E\u003Cbr\u003E\u003Cstrong\u003EAbstract\u003C\/strong\u003E\u003Cbr\u003EMechanical instability remains a critical challenge for perovskite solar cells (PSCs), limiting their applications in real-world, dynamic environments. This challenge primarily arises from the intrinsic brittleness of polycrystalline perovskite active layers, which are prone to cracking under impact and repeated mechanical deformations. Achieving mechanical compliance within the perovskite layer can enable sustained operation under large and repeated deformations, leading to applications that are not accessible to rigid films and devices, such as conformal and portable energy harvesters, soft robotic systems, and dynamically deformable electronics. This thesis aims to (a) develop mechanically flexible photoactive perovskite films and corresponding devices by confining the perovskite material into patterned polymeric scaffolds, and (b) study the role of scaffolds in influencing the crystal structure stability of embedded perovskite. The polymers used as the scaffold range from plastics to elastomers.\u003C\/p\u003E\u003Cp\u003EFirst, the effect of geometric confinement on phase stability and mechanical properties of patterned perovskite architectures is studied using functionalized cellulose scaffolds fabricated by lithography-free breath figure method. We discover that in addition to making perovskite mechanically compliant, perovskite incorporation into the polymeric matrix also improves its temperature and moisture stability, which can have broad implications in stabilizing rigid PSCs. Next, we will extend this approach to lithographically designing the scaffolds with plastic as well as elastomeric materials, hypothesizing that by tuning the scaffold geometry, we can can influence perovskite-polymer film flexibility, as well as perovskite crystal structure stability. Complementary Finite Element Analysis modeling will be used to map stress distributions, understand failure mechanisms, and rationalize the design of scaffold geometries for enhanced mechanical and functional performance. Synchrotron based Grazing Incidence Wide-Angle X-Ray Scattering will be used to determine the phase composition of the embedded perovskite in various geometries, and its evolution with temperature and humidity. Experimental findings will be combined with Density Functional Theory which will predict the energetics of phase transitions as a function of confinement geometry under environmental stressors.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ETuning Mechanical Properties and Structural Stability of Perovskite Films and Devices via Spatial Confinement in Polymer Scaffolds\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Tuning Mechanical Properties and Structural Stability of Perovskite Films and Devices via Spatial Confinement in Polymer Scaffolds"}],"uid":"27707","created_gmt":"2026-05-05 19:23:55","changed_gmt":"2026-05-05 19:24:26","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-08T12:00:00-04:00","event_time_end":"2026-05-08T14:00:00-04:00","event_time_end_last":"2026-05-08T14:00:00-04:00","gmt_time_start":"2026-05-08 16:00:00","gmt_time_end":"2026-05-08 18:00:00","gmt_time_end_last":"2026-05-08 18:00:00","rrule":null,"timezone":"America\/New_York"},"location":"MRDC Room 4211 and   Virtually via MS Teams ","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"102851","name":"Phd proposal"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690145":{"#nid":"690145","#data":{"type":"event","title":" Open Access, Extending Reach and (Im)measurable Impact: Vanderbilt and Generational Change","body":[{"value":"\u003Cp\u003EThe Georgia Tech Library invites you to join us for a talk led by\u0026nbsp;Jon Shaw (Vanderbilt University).\u0026nbsp;\u003Cbr\u003E\u003Cbr\u003EOpen access at Vanderbilt has moved from experiment to strategy, shaped by shifting federal expectations and the realities faculty face. This talk traces Vanderbilt Libraries\u2019 path from early agreements to a more coordinated approach that confronts a system not built for institutions to act collectively, even as it depends on them.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDrawing on\u0026nbsp;evidence of reach, citation, and global use, it treats\u0026nbsp;open access\u0026nbsp;as research infrastructure and institutional impact. It shows how deliberate negotiation and institutional alignment expand access while beginning to change the economics of publishing locally.\u0026nbsp;\u003C\/p\u003E\u003Cp lang=\u0022EN-US\u0022\u003EAbout Jon Shaw:\u0026nbsp;\u003C\/p\u003E\u003Cp lang=\u0022EN-US\u0022\u003EJon Shaw is the University Librarian at Vanderbilt University, where he leads the Jean and Alexander Heard Libraries. He oversees a system of nine campus libraries and specialized research units, including the Vanderbilt Television News Archive and the Slave Societies Digital Archive. His portfolio includes administrative oversight of faculty-centered hubs within the College of Arts and Science, such as the McGee Applied Research Center for Narrative Studies, the W.T. Bandy Center for Baudelaire and Modern French Studies, and Studio 608.\u0026nbsp;\u003C\/p\u003E\u003Cp lang=\u0022EN-US\u0022\u003ERecognized as a 2024 AWS Education Champion, Shaw has pioneered the modernization of library IT infrastructure and sustainable digital preservation through cloud innovation. Under his leadership, the libraries have launched key interdisciplinary initiatives, including a Geographic Information Systems (GIS) Lab in partnership with Peabody College and an AI Law Lab with the Vanderbilt Law School. Prior to joining Vanderbilt in 2022, Shaw held senior leadership roles at the University of Pennsylvania, where he focused on large-scale research infrastructure and\u0026nbsp;consortial\u0026nbsp;strategy.\u0026nbsp;\u003C\/p\u003E\u003Cp lang=\u0022EN-US\u0022\u003EShaw is a frequent advisor to global research organizations, serving on boards for Clarivate, the Research Library at Oak Ridge National Laboratory, and\u0026nbsp;AmeriQuest: Narrative,\u0026nbsp;Law\u0026nbsp;and Society. He also serves on the Board of Directors for the Association of Research Libraries (ARL), where he is currently the Board Liaison to the Research and Analytics Committee and a member of the Audit Committee.\u0026nbsp;\u003C\/p\u003E\u003Cp lang=\u0022EN-US\u0022\u003EFaculty, staff, and members of the broader LIS community are welcome to attend.\u0026nbsp;This event will be held in person only, and we hope you\u2019ll be able to join us.\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe Georgia Tech Library invites you to join us for a talk led by\u0026nbsp;Jon Shaw (Vanderbilt University). |\u003Cbr\u003E\u003Cbr\u003EOpen access at Vanderbilt has moved from experiment to strategy, shaped by shifting federal expectations and the realities faculty face. This talk traces Vanderbilt Libraries\u2019 path from early agreements to a more coordinated approach that confronts a system not built for institutions to act collectively, even as it depends on them.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The Georgia Tech Library invites you to join us for a talk led by Jon Shaw (Vanderbilt University)."}],"uid":"36862","created_gmt":"2026-05-05 18:53:38","changed_gmt":"2026-05-05 19:04:10","author":"gschechter3","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-18T11:00:00-04:00","event_time_end":"2026-05-18T12:30:00-04:00","event_time_end_last":"2026-05-18T12:30:00-04:00","gmt_time_start":"2026-05-18 15:00:00","gmt_time_end":"2026-05-18 16:30:00","gmt_time_end_last":"2026-05-18 16:30:00","rrule":null,"timezone":"America\/New_York"},"location":"Price Gilbert 1280 - Scholars Event Theater","extras":[],"hg_media":{"680180":{"id":"680180","type":"image","title":"Shaw-open-access-talk.png","body":null,"created":"1778007379","gmt_created":"2026-05-05 18:56:19","changed":"1778007379","gmt_changed":"2026-05-05 18:56:19","alt":"The Georgia Tech Library presents Jon Shaw, University Librarian, Vanderbilt University - Open Access, Extending Reach and (Im)measurable impact: Vanderbilt and Generational change. May 18, 11 a.m. - 12:30 p.m. Scholars Event Theater","file":{"fid":"264421","name":"Shaw-open-access-talk.png","image_path":"\/sites\/default\/files\/2026\/05\/05\/Shaw-open-access-talk.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/05\/Shaw-open-access-talk.png","mime":"image\/png","size":1060086,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/05\/Shaw-open-access-talk.png?itok=EenvA4Sb"}}},"media_ids":["680180"],"related_links":[{"url":"https:\/\/libcal.library.gatech.edu\/event\/16784751","title":"Register Now!"}],"groups":[{"id":"47240","name":"Georgia Tech Library"}],"categories":[],"keywords":[{"id":"178900","name":"Copyright \u0026 Open Access"},{"id":"3232","name":"open access"},{"id":"145771","name":"academic publishing"},{"id":"8344","name":"librarian"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"194683","name":"Talk"}],"invited_audience":[{"id":"194945","name":"Alumni"},{"id":"78761","name":"Faculty\/Staff"},{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690144":{"#nid":"690144","#data":{"type":"event","title":"Education Abroad 101: Oxford and Pacific Programs","body":[{"value":"\u003Cp\u003EJoin us to learn more about studying abroad on either Georgia Tech\u0027s Oxford Summer Program or the Pacific Program. The Oxford Summer Program is an immersive faculty-led study abroad experience, where students will have the opportunity to travel for several weeks around Europe before completing a residency at the University of Oxford, Mansfield College. The Pacific Program is a 12-week faculty-led study abroad experience that allows students to gain once in a lifetime cultural experiences during their extended stays in both New Zealand and Australia.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EInformation Session on the Oxford and Pacific faculty-led study abroad programs.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Information Session on the Oxford and Pacific faculty-led study abroad programs."}],"uid":"36675","created_gmt":"2026-05-05 18:54:48","changed_gmt":"2026-05-05 18:57:54","author":"lyarbrough30","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-09-17T11:00:00-04:00","event_time_end":"2026-09-17T12:00:00-04:00","event_time_end_last":"2026-09-17T12:00:00-04:00","gmt_time_start":"2026-09-17 15:00:00","gmt_time_end":"2026-09-17 16:00:00","gmt_time_end_last":"2026-09-17 16:00:00","rrule":null,"timezone":"America\/New_York"},"location":"John Lewis Student Center, Piedmont Room","extras":[],"hg_media":{"680179":{"id":"680179","type":"image","title":"EA-101---Oxford-and-Pacific-Programs-Sept-202_Cameron-Johnson.png","body":null,"created":"1778007385","gmt_created":"2026-05-05 18:56:25","changed":"1778007385","gmt_changed":"2026-05-05 18:56:25","alt":"education abroad 101 event graphic","file":{"fid":"264422","name":"EA-101---Oxford-and-Pacific-Programs-Sept-202_Cameron-Johnson.png","image_path":"\/sites\/default\/files\/2026\/05\/05\/EA-101---Oxford-and-Pacific-Programs-Sept-202_Cameron-Johnson.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/05\/EA-101---Oxford-and-Pacific-Programs-Sept-202_Cameron-Johnson.png","mime":"image\/png","size":1310740,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/05\/EA-101---Oxford-and-Pacific-Programs-Sept-202_Cameron-Johnson.png?itok=OaGPSBKC"}}},"media_ids":["680179"],"related_links":[{"url":"https:\/\/gatech.campuslabs.com\/engage\/event\/12460698","title":"RSVP Here"}],"groups":[{"id":"170341","name":"Education Abroad"},{"id":"1297","name":"Office of International Education"}],"categories":[],"keywords":[{"id":"195101","name":"Office of International Education, OIE, Education Abroad, EA, Faculty-Led Study Abroad"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"10377","name":"Career\/Professional development"},{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EBrielle Martelli\u003Cbr\u003E\u003Ca href=\u0022mailto:brielle.martelli@oie.gatech.edu\u0022\u003Ebrielle.martelli@oie.gatech.edu\u003C\/a\u003E\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690143":{"#nid":"690143","#data":{"type":"event","title":"Education Abroad 101: Exchanges","body":[{"value":"\u003Cp\u003EThis Education Abroad 101 will focus on studying abroad on an Exchange. Studying abroad on exchange allows Tech students to study abroad at Partner Institutions--of which we have more than 70 across the world. Studying abroad on exchange means that students have flexibility in choosing courses to satisfy their major\/elective requirements, their housing while abroad, and have many affordable semester-long options to choose from. Exchange deadlines fall early in the semester. Summer 2027 deadlines and Fall Academic Year 2027 exchange deadlines are Feb. 1,2027.\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EInformation session on Georgia-Tech exchange programs for the fall and summer 2027 semester.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Information session on Georgia-Tech exchange programs for the fall and summer 2027 semester."}],"uid":"36675","created_gmt":"2026-05-05 18:39:36","changed_gmt":"2026-05-05 18:53:39","author":"lyarbrough30","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-09-16T14:00:00-04:00","event_time_end":"2026-09-16T15:00:00-04:00","event_time_end_last":"2026-09-16T15:00:00-04:00","gmt_time_start":"2026-09-16 18:00:00","gmt_time_end":"2026-09-16 19:00:00","gmt_time_end_last":"2026-09-16 19:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Exhibition Hall: Highlands Room","extras":[],"hg_media":{"680178":{"id":"680178","type":"image","title":"EA-101--Exchange-Sept-2026_Cameron-Johnson.png","body":null,"created":"1778006586","gmt_created":"2026-05-05 18:43:06","changed":"1778006586","gmt_changed":"2026-05-05 18:43:06","alt":"exchange 101 image ","file":{"fid":"264420","name":"EA-101--Exchange-Sept-2026_Cameron-Johnson.png","image_path":"\/sites\/default\/files\/2026\/05\/05\/EA-101--Exchange-Sept-2026_Cameron-Johnson.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/05\/EA-101--Exchange-Sept-2026_Cameron-Johnson.png","mime":"image\/png","size":1778816,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/05\/EA-101--Exchange-Sept-2026_Cameron-Johnson.png?itok=ZQTBIGSV"}}},"media_ids":["680178"],"related_links":[{"url":"https:\/\/gatech.campuslabs.com\/engage\/event\/12460323","title":"RSVP on Engage"}],"groups":[{"id":"170341","name":"Education Abroad"},{"id":"1297","name":"Office of International Education"}],"categories":[],"keywords":[{"id":"195100","name":"Office of International Education, OIE, Education Abroad, EA, Exchange Programs"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"10377","name":"Career\/Professional development"},{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EMilira Richardson\u003Cbr\u003E\u003Ca href=\u0022mailto:milira.richardson@oie.gatech.edu\u0022\u003Emilira.richardson@oie.gatech.edu\u003C\/a\u003E \u0026nbsp;\u003C\/p\u003E\u003Cp\u003EMelissa Langham\u003Cbr\u003E\u003Ca href=\u0022mailto:melissa.langham@oie.gatech.edu\u0022\u003Emelissa.langham@oie.gatech.edu\u003C\/a\u003E\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690137":{"#nid":"690137","#data":{"type":"event","title":"PRE-GRADUATE \u0026 PRE-TEACHING ADVISING WEEKLY VIRTUAL DROP-IN HOUR: Thursday, June 25","body":[{"value":"\u003Cp\u003EDrop-ins are intended for questions that will not require more than 10-15 minutes and are held in a public, virtual space. No appointment needed. All meetings are virtual. There are no in-person drop-ins and no drop-ins during \u003Ca href=\u0022https:\/\/calendar.gatech.edu\/institute-holidays\u0022\u003E\u003Cstrong\u003EInstitute holidays\u003C\/strong\u003E\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EAs of September 2025,\u0026nbsp; drop-ins are only for current Georgia Tech undergraduate students. The meeting link can be accessed via \u003Ca href=\u0022https:\/\/sites.gatech.edu\/gradexpo\/files\/2025\/09\/Student-Guide-to-Appointment-Check-In_v2.pdf\u0022\u003E\u003Cstrong\u003Ethe Navigate360 kiosk\u003C\/strong\u003E\u003C\/a\u003E.\u0026nbsp; The meeting link will change regularly so always go in through the kiosk.\u003C\/p\u003E\u003Cp\u003EGraduate students and alumni need to email Dr. Susan Belmonte at \u003Ca href=\u0022mailto:sbelmonte@gatech.edu\u0022\u003E\u003Cstrong\u003Esbelmonte@gatech.edu\u003C\/strong\u003E\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAll times are Eastern Time.\u003C\/strong\u003E\u003Cbr\u003E\u003Cstrong\u003EMon, 8:30 AM \u2013 9:30 AM\u0026nbsp;\u003C\/strong\u003E\u003Cbr\u003E\u003Cstrong\u003ETh, 2:00 PM \u2013 3:00 PM\u0026nbsp;\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.success.gatech.edu\/pre-graduate-advising\/\u0022\u003E\u003Cem\u003E\u003Cstrong\u003EUpcoming cancellations\u003C\/strong\u003E\u003C\/em\u003E\u003C\/a\u003E\u003Cbr\u003E\u0026nbsp;\u003Cbr\u003E\u003Cem\u003E\u003Cstrong\u003EFollow us through Academic Success and Advising on Instagram! @gtsuccess\u003C\/strong\u003E\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003E\u003Cstrong\u003Ewebsite: \u003C\/strong\u003E\u003C\/em\u003E\u003Ca href=\u0022https:\/\/www.success.gatech.edu\/\u0022\u003E\u003Cem\u003E\u003Cstrong\u003Ehttps:\/\/www.success.gatech.edu\u003C\/strong\u003E\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003E\u003C\/em\u003E\u003Cbr\u003E\u003Cbr\u003E\u003Cem\u003E\u003Cstrong\u003EJoin the Pre-Graduate Advising Canvas site.\u003C\/strong\u003E\u003C\/em\u003E\u0026nbsp; The site focuses on information and resources related to events, fellowships, etc. that can help prospective applicants prepare for or apply to graduate school.\u0026nbsp;\u003Cbr\u003E\u0026nbsp;\u003Cbr\u003ETo join:\u0026nbsp;\u003Ca href=\u0022https:\/\/tinyurl.com\/GTpregradCanvasenroll\u0022 rel=\u0022noopener noreferrer\u0022 target=\u0022_blank\u0022\u003E\u003Cstrong\u003Ehttps:\/\/tinyurl.com\/GTpregradCanvasenroll\u003C\/strong\u003E\u003C\/a\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003EMeet with our Pre-Graduate and Pre-Teaching advisors.\u003C\/strong\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Meet with our Pre-Graduate and Pre-Teaching advisors."}],"uid":"27710","created_gmt":"2026-05-05 13:21:43","changed_gmt":"2026-05-05 13:22:08","author":"Susan Belmonte","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-06-25T14:00:00-04:00","event_time_end":"2026-06-25T15:00:00-04:00","event_time_end_last":"2026-06-25T15:00:00-04:00","gmt_time_start":"2026-06-25 18:00:00","gmt_time_end":"2026-06-25 19:00:00","gmt_time_end_last":"2026-06-25 19:00:00","rrule":null,"timezone":"America\/New_York"},"extras":[],"groups":[{"id":"281961","name":"Office of Undergraduate Education \u0026 Student Success"},{"id":"604933","name":"Pre-Graduate Advising "},{"id":"98281","name":"Pre-Teaching"},{"id":"660385","name":"Specialized Advising"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"10377","name":"Career\/Professional development"}],"invited_audience":[{"id":"78771","name":"Public"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690136":{"#nid":"690136","#data":{"type":"event","title":"PRE-GRADUATE \u0026 PRE-TEACHING ADVISING WEEKLY VIRTUAL DROP-IN HOUR: Thursday, June 11","body":[{"value":"\u003Cp\u003EDrop-ins are intended for questions that will not require more than 10-15 minutes and are held in a public, virtual space. No appointment needed. All meetings are virtual. There are no in-person drop-ins and no drop-ins during \u003Ca href=\u0022https:\/\/calendar.gatech.edu\/institute-holidays\u0022\u003E\u003Cstrong\u003EInstitute holidays\u003C\/strong\u003E\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EAs of September 2025,\u0026nbsp; drop-ins are only for current Georgia Tech undergraduate students. The meeting link can be accessed via \u003Ca href=\u0022https:\/\/sites.gatech.edu\/gradexpo\/files\/2025\/09\/Student-Guide-to-Appointment-Check-In_v2.pdf\u0022\u003E\u003Cstrong\u003Ethe Navigate360 kiosk\u003C\/strong\u003E\u003C\/a\u003E.\u0026nbsp; The meeting link will change regularly so always go in through the kiosk.\u003C\/p\u003E\u003Cp\u003EGraduate students and alumni need to email Dr. Susan Belmonte at \u003Ca href=\u0022mailto:sbelmonte@gatech.edu\u0022\u003E\u003Cstrong\u003Esbelmonte@gatech.edu\u003C\/strong\u003E\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAll times are Eastern Time.\u003C\/strong\u003E\u003Cbr\u003E\u003Cstrong\u003EMon, 8:30 AM \u2013 9:30 AM\u0026nbsp;\u003C\/strong\u003E\u003Cbr\u003E\u003Cstrong\u003ETh, 2:00 PM \u2013 3:00 PM\u0026nbsp;\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.success.gatech.edu\/pre-graduate-advising\/\u0022\u003E\u003Cem\u003E\u003Cstrong\u003EUpcoming cancellations\u003C\/strong\u003E\u003C\/em\u003E\u003C\/a\u003E\u003Cbr\u003E\u0026nbsp;\u003Cbr\u003E\u003Cem\u003E\u003Cstrong\u003EFollow us through Academic Success and Advising on Instagram! @gtsuccess\u003C\/strong\u003E\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003E\u003Cstrong\u003Ewebsite: \u003C\/strong\u003E\u003C\/em\u003E\u003Ca href=\u0022https:\/\/www.success.gatech.edu\/\u0022\u003E\u003Cem\u003E\u003Cstrong\u003Ehttps:\/\/www.success.gatech.edu\u003C\/strong\u003E\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003E\u003C\/em\u003E\u003Cbr\u003E\u003Cbr\u003E\u003Cem\u003E\u003Cstrong\u003EJoin the Pre-Graduate Advising Canvas site.\u003C\/strong\u003E\u003C\/em\u003E\u0026nbsp; The site focuses on information and resources related to events, fellowships, etc. that can help prospective applicants prepare for or apply to graduate school.\u0026nbsp;\u003Cbr\u003E\u0026nbsp;\u003Cbr\u003ETo join:\u0026nbsp;\u003Ca href=\u0022https:\/\/tinyurl.com\/GTpregradCanvasenroll\u0022 rel=\u0022noopener noreferrer\u0022 target=\u0022_blank\u0022\u003E\u003Cstrong\u003Ehttps:\/\/tinyurl.com\/GTpregradCanvasenroll\u003C\/strong\u003E\u003C\/a\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003EMeet with our Pre-Graduate and Pre-Teaching advisors.\u003C\/strong\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Meet with our Pre-Graduate and Pre-Teaching advisors."}],"uid":"27710","created_gmt":"2026-05-05 13:21:07","changed_gmt":"2026-05-05 13:21:32","author":"Susan Belmonte","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-06-11T14:00:00-04:00","event_time_end":"2026-06-11T15:00:00-04:00","event_time_end_last":"2026-06-11T15:00:00-04:00","gmt_time_start":"2026-06-11 18:00:00","gmt_time_end":"2026-06-11 19:00:00","gmt_time_end_last":"2026-06-11 19:00:00","rrule":null,"timezone":"America\/New_York"},"extras":[],"groups":[{"id":"281961","name":"Office of Undergraduate Education \u0026 Student Success"},{"id":"604933","name":"Pre-Graduate Advising "},{"id":"98281","name":"Pre-Teaching"},{"id":"660385","name":"Specialized Advising"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"10377","name":"Career\/Professional development"}],"invited_audience":[{"id":"78771","name":"Public"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690135":{"#nid":"690135","#data":{"type":"event","title":"PRE-GRADUATE \u0026 PRE-TEACHING ADVISING WEEKLY VIRTUAL DROP-IN HOUR: Monday, June 29, 2026 ","body":[{"value":"\u003Cp\u003EDrop-ins are intended for questions that will not require more than 10-15 minutes and are held in a public, virtual space. No appointment needed. All meetings are virtual. There are no in-person drop-ins and no drop-ins during \u003Ca href=\u0022https:\/\/calendar.gatech.edu\/institute-holidays\u0022\u003EInstitute holidays\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EDrop-ins are only for current Georgia Tech undergraduate students. The meeting link can be accessed via \u003Ca href=\u0022https:\/\/sites.gatech.edu\/gradexpo\/files\/2025\/09\/Student-Guide-to-Appointment-Check-In_v2.pdf\u0022\u003Ethe Navigate360 kiosk\u003C\/a\u003E.\u0026nbsp; The meeting link will change regularly so always go in through the kiosk.\u003C\/p\u003E\u003Cp\u003EGraduate students and alumni need to email Dr. Susan Belmonte at \u003Ca href=\u0022mailto:sbelmonte@gatech.edu\u0022\u003Esbelmonte@gatech.edu\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAll times are Eastern Time.\u003C\/strong\u003E\u003Cbr\u003E\u003Cstrong\u003EMon, 8:30 AM \u2013 9:30 AM\u0026nbsp;\u003C\/strong\u003E\u003Cbr\u003E\u003Cstrong\u003ETh, 2:00 PM \u2013 3:00 PM\u0026nbsp;\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.success.gatech.edu\/pre-graduate-advising\/\u0022\u003E\u003Cem\u003E\u003Cstrong\u003EUpcoming cancellations\u003C\/strong\u003E\u003C\/em\u003E\u003C\/a\u003E\u003Cbr\u003E\u0026nbsp;\u003Cbr\u003E\u003Cem\u003E\u003Cstrong\u003EFollow us through Academic Success and Advising on Instagram! @gtsuccess\u003C\/strong\u003E\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003E\u003Cstrong\u003Ewebsite: \u003C\/strong\u003E\u003C\/em\u003E\u003Ca href=\u0022https:\/\/www.success.gatech.edu\/\u0022\u003E\u003Cem\u003E\u003Cstrong\u003Ehttps:\/\/www.success.gatech.edu\u003C\/strong\u003E\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003E\u003C\/em\u003E\u003Cbr\u003E\u003Cbr\u003E\u003Cem\u003E\u003Cstrong\u003EJoin the Pre-Graduate Advising Canvas site.\u003C\/strong\u003E\u003C\/em\u003E\u0026nbsp; The site focuses on information and resources related to events, fellowships, etc. that can help prospective applicants prepare for or apply to graduate school.\u0026nbsp;\u003Cbr\u003E\u0026nbsp;\u003Cbr\u003ETo join:\u0026nbsp;\u003Ca href=\u0022https:\/\/tinyurl.com\/GTpregradCanvasenroll\u0022 rel=\u0022noopener noreferrer\u0022 target=\u0022_blank\u0022\u003E\u003Cstrong\u003Ehttps:\/\/tinyurl.com\/GTpregradCanvasenroll\u003C\/strong\u003E\u003C\/a\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003EMeet with our Pre-Graduate and Pre-Teaching advisors.\u003C\/strong\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Meet with our Pre-Graduate and Pre-Teaching advisors."}],"uid":"27710","created_gmt":"2026-05-05 13:20:09","changed_gmt":"2026-05-05 13:20:29","author":"Susan Belmonte","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-06-29T08:30:00-04:00","event_time_end":"2026-06-29T09:30:00-04:00","event_time_end_last":"2026-06-29T09:30:00-04:00","gmt_time_start":"2026-06-29 12:30:00","gmt_time_end":"2026-06-29 13:30:00","gmt_time_end_last":"2026-06-29 13:30:00","rrule":null,"timezone":"America\/New_York"},"extras":[],"groups":[{"id":"281961","name":"Office of Undergraduate Education \u0026 Student Success"},{"id":"604933","name":"Pre-Graduate Advising "},{"id":"98281","name":"Pre-Teaching"},{"id":"660385","name":"Specialized Advising"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"10377","name":"Career\/Professional development"}],"invited_audience":[{"id":"78771","name":"Public"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690134":{"#nid":"690134","#data":{"type":"event","title":"PRE-GRADUATE \u0026 PRE-TEACHING ADVISING WEEKLY VIRTUAL DROP-IN HOUR: Monday, June 22, 2026","body":[{"value":"\u003Cp\u003EDrop-ins are intended for questions that will not require more than 10-15 minutes and are held in a public, virtual space. No appointment needed. All meetings are virtual. There are no in-person drop-ins and no drop-ins during \u003Ca href=\u0022https:\/\/calendar.gatech.edu\/institute-holidays\u0022\u003EInstitute holidays\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EDrop-ins are only for current Georgia Tech undergraduate students. The meeting link can be accessed via \u003Ca href=\u0022https:\/\/sites.gatech.edu\/gradexpo\/files\/2025\/09\/Student-Guide-to-Appointment-Check-In_v2.pdf\u0022\u003Ethe Navigate360 kiosk\u003C\/a\u003E.\u0026nbsp; The meeting link will change regularly so always go in through the kiosk.\u003C\/p\u003E\u003Cp\u003EGraduate students and alumni need to email Dr. Susan Belmonte at \u003Ca href=\u0022mailto:sbelmonte@gatech.edu\u0022\u003Esbelmonte@gatech.edu\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAll times are Eastern Time.\u003C\/strong\u003E\u003Cbr\u003E\u003Cstrong\u003EMon, 8:30 AM \u2013 9:30 AM\u0026nbsp;\u003C\/strong\u003E\u003Cbr\u003E\u003Cstrong\u003ETh, 2:00 PM \u2013 3:00 PM\u0026nbsp;\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.success.gatech.edu\/pre-graduate-advising\/\u0022\u003E\u003Cem\u003E\u003Cstrong\u003EUpcoming cancellations\u003C\/strong\u003E\u003C\/em\u003E\u003C\/a\u003E\u003Cbr\u003E\u0026nbsp;\u003Cbr\u003E\u003Cem\u003E\u003Cstrong\u003EFollow us through Academic Success and Advising on Instagram! @gtsuccess\u003C\/strong\u003E\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003E\u003Cstrong\u003Ewebsite: \u003C\/strong\u003E\u003C\/em\u003E\u003Ca href=\u0022https:\/\/www.success.gatech.edu\/\u0022\u003E\u003Cem\u003E\u003Cstrong\u003Ehttps:\/\/www.success.gatech.edu\u003C\/strong\u003E\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003E\u003C\/em\u003E\u003Cbr\u003E\u003Cbr\u003E\u003Cem\u003E\u003Cstrong\u003EJoin the Pre-Graduate Advising Canvas site.\u003C\/strong\u003E\u003C\/em\u003E\u0026nbsp; The site focuses on information and resources related to events, fellowships, etc. that can help prospective applicants prepare for or apply to graduate school.\u0026nbsp;\u003Cbr\u003E\u0026nbsp;\u003Cbr\u003ETo join:\u0026nbsp;\u003Ca href=\u0022https:\/\/tinyurl.com\/GTpregradCanvasenroll\u0022 rel=\u0022noopener noreferrer\u0022 target=\u0022_blank\u0022\u003E\u003Cstrong\u003Ehttps:\/\/tinyurl.com\/GTpregradCanvasenroll\u003C\/strong\u003E\u003C\/a\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003EMeet with our Pre-Graduate and Pre-Teaching advisors.\u003C\/strong\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Meet with our Pre-Graduate and Pre-Teaching advisors."}],"uid":"27710","created_gmt":"2026-05-05 13:19:06","changed_gmt":"2026-05-05 13:19:28","author":"Susan Belmonte","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-06-22T08:30:00-04:00","event_time_end":"2026-06-22T09:30:00-04:00","event_time_end_last":"2026-06-22T09:30:00-04:00","gmt_time_start":"2026-06-22 12:30:00","gmt_time_end":"2026-06-22 13:30:00","gmt_time_end_last":"2026-06-22 13:30:00","rrule":null,"timezone":"America\/New_York"},"extras":[],"groups":[{"id":"281961","name":"Office of Undergraduate Education \u0026 Student Success"},{"id":"604933","name":"Pre-Graduate Advising "},{"id":"98281","name":"Pre-Teaching"},{"id":"660385","name":"Specialized Advising"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"10377","name":"Career\/Professional development"}],"invited_audience":[{"id":"78771","name":"Public"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690133":{"#nid":"690133","#data":{"type":"event","title":"PRE-GRADUATE \u0026 PRE-TEACHING ADVISING WEEKLY VIRTUAL DROP-IN HOUR: Monday, June 15, 2026","body":[{"value":"\u003Cp\u003EDrop-ins are intended for questions that will not require more than 10-15 minutes and are held in a public, virtual space. No appointment needed. All meetings are virtual. There are no in-person drop-ins and no drop-ins during \u003Ca href=\u0022https:\/\/calendar.gatech.edu\/institute-holidays\u0022\u003EInstitute holidays\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EDrop-ins are only for current Georgia Tech undergraduate students. The meeting link can be accessed via \u003Ca href=\u0022https:\/\/sites.gatech.edu\/gradexpo\/files\/2025\/09\/Student-Guide-to-Appointment-Check-In_v2.pdf\u0022\u003Ethe Navigate360 kiosk\u003C\/a\u003E.\u0026nbsp; The meeting link will change regularly so always go in through the kiosk.\u003C\/p\u003E\u003Cp\u003EGraduate students and alumni need to email Dr. Susan Belmonte at \u003Ca href=\u0022mailto:sbelmonte@gatech.edu\u0022\u003Esbelmonte@gatech.edu\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAll times are Eastern Time.\u003C\/strong\u003E\u003Cbr\u003E\u003Cstrong\u003EMon, 8:30 AM \u2013 9:30 AM\u0026nbsp;\u003C\/strong\u003E\u003Cbr\u003E\u003Cstrong\u003ETh, 2:00 PM \u2013 3:00 PM\u0026nbsp;\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.success.gatech.edu\/pre-graduate-advising\/\u0022\u003E\u003Cem\u003E\u003Cstrong\u003EUpcoming cancellations\u003C\/strong\u003E\u003C\/em\u003E\u003C\/a\u003E\u003Cbr\u003E\u0026nbsp;\u003Cbr\u003E\u003Cem\u003E\u003Cstrong\u003EFollow us through Academic Success and Advising on Instagram! @gtsuccess\u003C\/strong\u003E\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003E\u003Cstrong\u003Ewebsite: \u003C\/strong\u003E\u003C\/em\u003E\u003Ca href=\u0022https:\/\/www.success.gatech.edu\/\u0022\u003E\u003Cem\u003E\u003Cstrong\u003Ehttps:\/\/www.success.gatech.edu\u003C\/strong\u003E\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003E\u003C\/em\u003E\u003Cbr\u003E\u003Cbr\u003E\u003Cem\u003E\u003Cstrong\u003EJoin the Pre-Graduate Advising Canvas site.\u003C\/strong\u003E\u003C\/em\u003E\u0026nbsp; The site focuses on information and resources related to events, fellowships, etc. that can help prospective applicants prepare for or apply to graduate school.\u0026nbsp;\u003Cbr\u003E\u0026nbsp;\u003Cbr\u003ETo join:\u0026nbsp;\u003Ca href=\u0022https:\/\/tinyurl.com\/GTpregradCanvasenroll\u0022 rel=\u0022noopener noreferrer\u0022 target=\u0022_blank\u0022\u003E\u003Cstrong\u003Ehttps:\/\/tinyurl.com\/GTpregradCanvasenroll\u003C\/strong\u003E\u003C\/a\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003EMeet with our Pre-Graduate and Pre-Teaching advisors.\u003C\/strong\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Meet with our Pre-Graduate and Pre-Teaching advisors."}],"uid":"27710","created_gmt":"2026-05-05 13:18:37","changed_gmt":"2026-05-05 13:18:56","author":"Susan Belmonte","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-06-15T08:30:00-04:00","event_time_end":"2026-06-15T09:30:00-04:00","event_time_end_last":"2026-06-15T09:30:00-04:00","gmt_time_start":"2026-06-15 12:30:00","gmt_time_end":"2026-06-15 13:30:00","gmt_time_end_last":"2026-06-15 13:30:00","rrule":null,"timezone":"America\/New_York"},"extras":[],"groups":[{"id":"281961","name":"Office of Undergraduate Education \u0026 Student Success"},{"id":"604933","name":"Pre-Graduate Advising "},{"id":"98281","name":"Pre-Teaching"},{"id":"660385","name":"Specialized Advising"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"10377","name":"Career\/Professional development"}],"invited_audience":[{"id":"78771","name":"Public"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690132":{"#nid":"690132","#data":{"type":"event","title":"PRE-GRADUATE \u0026 PRE-TEACHING ADVISING WEEKLY VIRTUAL DROP-IN HOUR: Monday, June 8, 2026","body":[{"value":"\u003Cp\u003EDrop-ins are intended for questions that will not require more than 10-15 minutes and are held in a public, virtual space. No appointment needed. All meetings are virtual. There are no in-person drop-ins and no drop-ins during \u003Ca href=\u0022https:\/\/calendar.gatech.edu\/institute-holidays\u0022\u003EInstitute holidays\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EDrop-ins are only for current Georgia Tech undergraduate students. The meeting link can be accessed via \u003Ca href=\u0022https:\/\/sites.gatech.edu\/gradexpo\/files\/2025\/09\/Student-Guide-to-Appointment-Check-In_v2.pdf\u0022\u003Ethe Navigate360 kiosk\u003C\/a\u003E.\u0026nbsp; The meeting link will change regularly so always go in through the kiosk.\u003C\/p\u003E\u003Cp\u003EGraduate students and alumni need to email Dr. Susan Belmonte at \u003Ca href=\u0022mailto:sbelmonte@gatech.edu\u0022\u003Esbelmonte@gatech.edu\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAll times are Eastern Time.\u003C\/strong\u003E\u003Cbr\u003E\u003Cstrong\u003EMon, 8:30 AM \u2013 9:30 AM\u0026nbsp;\u003C\/strong\u003E\u003Cbr\u003E\u003Cstrong\u003ETh, 2:00 PM \u2013 3:00 PM\u0026nbsp;\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.success.gatech.edu\/pre-graduate-advising\/\u0022\u003E\u003Cem\u003E\u003Cstrong\u003EUpcoming cancellations\u003C\/strong\u003E\u003C\/em\u003E\u003C\/a\u003E\u003Cbr\u003E\u0026nbsp;\u003Cbr\u003E\u003Cem\u003E\u003Cstrong\u003EFollow us through Academic Success and Advising on Instagram! @gtsuccess\u003C\/strong\u003E\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003E\u003Cstrong\u003Ewebsite: \u003C\/strong\u003E\u003C\/em\u003E\u003Ca href=\u0022https:\/\/www.success.gatech.edu\/\u0022\u003E\u003Cem\u003E\u003Cstrong\u003Ehttps:\/\/www.success.gatech.edu\u003C\/strong\u003E\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003E\u003C\/em\u003E\u003Cbr\u003E\u003Cbr\u003E\u003Cem\u003E\u003Cstrong\u003EJoin the Pre-Graduate Advising Canvas site.\u003C\/strong\u003E\u003C\/em\u003E\u0026nbsp; The site focuses on information and resources related to events, fellowships, etc. that can help prospective applicants prepare for or apply to graduate school.\u0026nbsp;\u003Cbr\u003E\u0026nbsp;\u003Cbr\u003ETo join:\u0026nbsp;\u003Ca href=\u0022https:\/\/tinyurl.com\/GTpregradCanvasenroll\u0022 rel=\u0022noopener noreferrer\u0022 target=\u0022_blank\u0022\u003E\u003Cstrong\u003Ehttps:\/\/tinyurl.com\/GTpregradCanvasenroll\u003C\/strong\u003E\u003C\/a\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003EMeet with our Pre-Graduate and Pre-Teaching advisors.\u003C\/strong\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Meet with our Pre-Graduate and Pre-Teaching advisors."}],"uid":"27710","created_gmt":"2026-05-05 13:16:31","changed_gmt":"2026-05-05 13:18:07","author":"Susan Belmonte","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-06-08T08:30:00-04:00","event_time_end":"2026-06-08T09:30:00-04:00","event_time_end_last":"2026-06-08T09:30:00-04:00","gmt_time_start":"2026-06-08 12:30:00","gmt_time_end":"2026-06-08 13:30:00","gmt_time_end_last":"2026-06-08 13:30:00","rrule":null,"timezone":"America\/New_York"},"extras":[],"groups":[{"id":"281961","name":"Office of Undergraduate Education \u0026 Student Success"},{"id":"604933","name":"Pre-Graduate Advising "},{"id":"98281","name":"Pre-Teaching"},{"id":"660385","name":"Specialized Advising"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"10377","name":"Career\/Professional development"}],"invited_audience":[{"id":"78771","name":"Public"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690121":{"#nid":"690121","#data":{"type":"event","title":"GLUE Lecture Series | Positive Results: Human Factors Insights for Better Diagnostic POCT Design","body":[{"value":"\u003Cdiv\u003EACME POCT\u0027s next Global Lecture Uniting Everyone (GLUE) is on Wednesday, June 10th\u0026nbsp;featuring the Human Factors Team.\u0026nbsp;\u0026nbsp;\u003C\/div\u003E\u003Cdiv\u003E\u0026nbsp;\u003C\/div\u003E\u003Cdiv\u003EA well-designed test makes successful use look effortless \u2014 but achieving that simplicity requires a deep understanding of real-world users and contexts of use. HomeLab researchers leverage the knowledge gained from conducting over 150 human factors evaluations of diagnostic tests since 2020 to provide usability best practices for test design, as well as an overview of critical human factors touchpoints during test development and resources to help support developers. \u003Cem\u003EThis lecture is intended for device developers seeking to strengthen their understanding of human factors principles and their practical application in diagnostic test design.\u003C\/em\u003E\u003C\/div\u003E\u003Cdiv\u003E\u0026nbsp;\u003C\/div\u003E\u003Cdiv\u003EPlease register today to be included in this session, and be sure to have your questions ready for our experts!\u003C\/div\u003E\u003Cdiv\u003E\u0026nbsp;\u003C\/div\u003E\u003Cdiv\u003ERegistration Link: \u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Ftinyurl.com%2FGlue6-10\u0026amp;data=05%7C02%7Camelia.neumeister%40research.gatech.edu%7C28c6fda2d8d44db99f8208dea9fcdbc4%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639135102662854877%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=exTDKLIJLNMh%2BWyJ9jQ7b2jWFz3uSmeMpmFN8iazzqA%3D\u0026amp;reserved=0\u0022 id=\u0022OWA20c20e12-179c-e2ed-bf6e-cfacadefe379\u0022 title=\u0022Original URL:\u0026#13;https:\/\/tinyurl.com\/Glue6-10\u0026#13;\u0026#13;Click to follow link.\u0022\u003Ehttps:\/\/tinyurl.com\/Glue6-10\u003C\/a\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EJoin the ACME POCT Human Factors Team for a June 10 GLUE webinar exploring how human factors expertise can improve diagnostic point-of-care test design, from usability best practices to key development touchpoints. Attendees will gain practical insights and resources to design more effective, user-centered diagnostic tools\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Join theACME POCT Human Factors Team on June 10 for a GLUE webinar on applying human factors insights to improve the usability and effectiveness of diagnostic point-of-care tests."}],"uid":"35272","created_gmt":"2026-05-04 17:24:40","changed_gmt":"2026-05-05 12:15:21","author":"aneumeister3","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-06-10T12:00:00-04:00","event_time_end":"2026-06-10T13:00:00-04:00","event_time_end_last":"2026-06-10T13:00:00-04:00","gmt_time_start":"2026-06-10 16:00:00","gmt_time_end":"2026-06-10 17:00:00","gmt_time_end_last":"2026-06-10 17:00:00","rrule":null,"timezone":"America\/New_York"},"extras":[],"related_links":[{"url":"https:\/\/zoom.us\/meeting\/register\/E-JOzTaMSZKGA3KJaTPvMA#\/","title":"Register for the Zoom Seminar"}],"groups":[{"id":"660369","name":"Matter and Systems"}],"categories":[],"keywords":[{"id":"188228","name":"go-bio-other"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"},{"id":"177814","name":"Postdoc"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:angie.dill@emory.edu\u0022\u003EAngie Dill\u003C\/a\u003E\u003Cbr\u003EACME POCT\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690130":{"#nid":"690130","#data":{"type":"event","title":"Ph.D. Dissertation Defense - Xitie Zhang","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETitle\u003C\/strong\u003E\u003Cem\u003E:\u0026nbsp; Integrated Circuits Design for Emerging Medical Ultrasound Imaging System-on-a-Chip\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDr.\u0026nbsp;Shaolan Li, ECE, Chair, Advisor\u003C\/p\u003E\u003Cp\u003EDr.\u0026nbsp;Levent Degertekin, ECE, Co-Advisor\u003C\/p\u003E\u003Cp\u003EDr.\u0026nbsp;Omer Inan, ECE\u003C\/p\u003E\u003Cp\u003EDr.\u0026nbsp;Visvesh Sathe, ECE\u003C\/p\u003E\u003Cp\u003EDr.\u0026nbsp;Jane Gu, ECE\u003C\/p\u003E\u003Cp\u003EDr.\u0026nbsp;Coskun Tekes, KSU\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe objective of this thesis is to investigate and develop high-performance ASIC and ADC prototypes under practical constraints for emerging ultrasound imaging system-on-a-chip (SoC). Innovation and optimization of this study proceed in two directions. In one direction, we focus on miniaturization and integration of the front-end ASIC. We also develop the on-chip transmit micro-beamforming technique, which enables ultrasound systems to control the steering angle of the phased array and further improve the SNR. The ASICs are designed for side-looking (SL)-IVUS, but the presented approaches are equally applicable in a forward-looking (FL)-IVUS probe or other miniature probes, such as intracardiac echography (ICE) catheters. The other direction concentrates on high-performance ADC and communication. Specifically, we develop a compressed sensing framework for full-channel radio frequency (RF) communications, enabling multi-modal, high-resolution, high-frame rate ultrasound imaging in a low-power integrated SoC. Through the investigation of various aspects of integrated circuits for ultrasound imaging systems, this thesis aims to explore their limitations further and provide potential solutions to current design challenges. This research also lays the foundation for the next generation of front-end ASICs for ultrasound imaging systems, especially for wearable, portable, and implantable systems.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Integrated Circuits Design for Emerging Medical Ultrasound Imaging System-on-a-Chip "}],"uid":"28475","created_gmt":"2026-05-04 21:30:56","changed_gmt":"2026-05-04 21:31:58","author":"Daniela Staiculescu","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-15T09:00:00-04:00","event_time_end":"2026-05-15T11:00:00-04:00","event_time_end_last":"2026-05-15T11:00:00-04:00","gmt_time_start":"2026-05-15 13:00:00","gmt_time_end":"2026-05-15 15:00:00","gmt_time_end_last":"2026-05-15 15:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Room E361, Van Leer","extras":[],"groups":[{"id":"434381","name":"ECE Ph.D. Dissertation Defenses"}],"categories":[],"keywords":[{"id":"100811","name":"Phd Defense"},{"id":"1808","name":"graduate students"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690129":{"#nid":"690129","#data":{"type":"event","title":"Ph.D. Proposal Oral Exam - Julian Arenas","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETitle:\u0026nbsp; \u003C\/strong\u003E\u003Cem\u003EArchitecture and Control Strategies for Run-Time Optimization in Voltage Regulation\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee:\u0026nbsp;\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDr.\u0026nbsp;Sathe, Advisor\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDr. Mukhopadhyay, Chair\u003C\/p\u003E\u003Cp\u003EDr. Shaolan Li\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe objective of the proposed research is to develop architectural and control methods that improve system-level efficiency in voltage regulation for modern system-on-chip platforms. As integrated systems grow more heterogeneous, conventional power-delivery approaches use static voltage-domain partitioning, conservative guardband allocation, and fixed controller tuning, which limit both efficiency and performance. This work overcomes those limits by treating voltage regulation as a coordinated architecture-and-control problem that adapts dynamically to changing workload conditions. The first contribution introduces a dynamically reconfigurable integrated voltage-regulator fabric capable of reassigning buck-converter tiles and load domains at run time, thereby reducing dropout losses and improving efficiency across varying power states. The second contribution develops a proactive regulation framework in which the regulator leverages workload activity information to anticipate load transients and adjust supply behavior before voltage droop occurs, reducing required guardbands and mitigating stress on the feedback loop. The third contribution proposes a reduced-order adaptive tuning methodology for low-dropout regulators, using compact polynomial mappings to adjust controller gains across process, voltage, and temperature variation. Collectively, these contributions demonstrate that coordinated architectural flexibility, predictive regulation, and operating-point-aware calibration can substantially reduce power dissipation while preserving the stability and functional reliability of hierarchical power-delivery systems.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Architecture and Control Strategies for Run-Time Optimization in Voltage Regulation"}],"uid":"28475","created_gmt":"2026-05-04 21:18:51","changed_gmt":"2026-05-04 21:20:38","author":"Daniela Staiculescu","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-07T08:30:00-04:00","event_time_end":"2026-05-07T10:30:00-04:00","event_time_end_last":"2026-05-07T10:30:00-04:00","gmt_time_start":"2026-05-07 12:30:00","gmt_time_end":"2026-05-07 14:30:00","gmt_time_end_last":"2026-05-07 14:30:00","rrule":null,"timezone":"America\/New_York"},"location":"Room 1447, Klaus","extras":[],"related_links":[{"url":"https:\/\/teams.microsoft.com\/meet\/276832055511227?p=qLoph8mQP7T7Ic4Vzj","title":"Microsoft Teams Meeting link"}],"groups":[{"id":"434371","name":"ECE Ph.D. Proposal Oral Exams"}],"categories":[],"keywords":[{"id":"102851","name":"Phd proposal"},{"id":"1808","name":"graduate students"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690128":{"#nid":"690128","#data":{"type":"event","title":"Ph.D. Proposal Oral Exam - Seyyed Mojtaba Hassani Gangaraj","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETitle:\u0026nbsp; \u003C\/strong\u003E\u003Cem\u003ENanomechanical Driven Resonant and Frequency Comb Sensors\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee:\u0026nbsp;\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDr.\u0026nbsp;Ansari, Advisor\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDr. Ayazi, Chair\u003C\/p\u003E\u003Cp\u003EDr. Bakir\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe objective of the proposed research is to advance frequency-modulated (FM) MEMS sensing by developing vacuum-free resonant pressure sensors for harsh environments and phononic frequency comb\u2013based inertial sensors. FM sensing detects physical changes via shifts in resonant frequency, enabling high precision, fast response, and strong noise immunity. This work introduces a novel fabrication method for piezoelectric MEMS membrane resonators using die-to-die bonding and film transfer, creating a high-sensitivity absolute pressure sensor based on the squeeze-film effect, achieving a record sensitivity of 13.2 ppm\/Pa from vacuum to 33 kPa while allowing precise cavity definition without sacrificial layers and seamless electronic integration. In parallel, strongly driven Aluminum Nitride and Aluminum Scandium Nitride resonators are used to generate mechanical frequency combs, with their dynamics modeled via Lagrangian mechanics and characterized through electrical and optical measurements to enable compact, high-performance inertial sensing. Future efforts will investigate comb phase coherence and the influence of external perturbations on comb spacing to further enhance sensing accuracy, stability, and multi-parameter detection.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Nanomechanical Driven Resonant and Frequency Comb Sensors"}],"uid":"28475","created_gmt":"2026-05-04 21:04:57","changed_gmt":"2026-05-04 21:06:40","author":"Daniela Staiculescu","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-07T15:00:00-04:00","event_time_end":"2026-05-07T17:00:00-04:00","event_time_end_last":"2026-05-07T17:00:00-04:00","gmt_time_start":"2026-05-07 19:00:00","gmt_time_end":"2026-05-07 21:00:00","gmt_time_end_last":"2026-05-07 21:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Room 523A, TSRB","extras":[],"groups":[{"id":"434371","name":"ECE Ph.D. Proposal Oral Exams"}],"categories":[],"keywords":[{"id":"102851","name":"Phd proposal"},{"id":"1808","name":"graduate students"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690122":{"#nid":"690122","#data":{"type":"event","title":"The Biggest Design Show in the South: Launchpad Design Showcase + End-of-Year Show","body":[{"value":"\u003Cp\u003EThe Biggest Design Show in the South will take place on May 7, 2026, from 6 to 9 p.m. across the East and West Architecture Buildings and the Hinman Research Building at Georgia Tech. Organized by the Schools of Industrial Design and Architecture, the event merges two major showcases into a single, unified exhibition.\u003C\/p\u003E\u003Cp\u003EThe Launchpad Design Showcase highlights industrial design work, emphasizing creativity and human-centered solutions. Meanwhile, the End-of-Year Show transforms the Hinman Building into gallery spaces featuring projects from more than 500 students across architecture and related graduate programs.\u003C\/p\u003E\u003Cp\u003EBy combining these events, the schools aim to create a larger platform that brings together students, families, faculty, alumni, and industry professionals. The showcase celebrates design education while offering attendees the opportunity to explore innovative projects and connect with the broader design community.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech\u2019s Schools of Architecture and Industrial Design host a joint showcase highlighting student design work across multiple programs.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech\u2019s Schools of Architecture and Industrial Design host a joint showcase highlighting student design work across multiple programs."}],"uid":"36800","created_gmt":"2026-05-04 18:04:48","changed_gmt":"2026-05-04 18:14:14","author":"gmenghisteab6","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-07T18:00:00-04:00","event_time_end":"2026-05-07T21:00:00-04:00","event_time_end_last":"2026-05-07T21:00:00-04:00","gmt_time_start":"2026-05-07 22:00:00","gmt_time_end":"2026-05-08 01:00:00","gmt_time_end_last":"2026-05-08 01:00:00","rrule":null,"timezone":"America\/New_York"},"location":"East Architecture Building | West Architecture Building | Hinman Research Building","extras":[],"hg_media":{"680157":{"id":"680157","type":"image","title":"design-show.png","body":null,"created":"1777918069","gmt_created":"2026-05-04 18:07:49","changed":"1777918069","gmt_changed":"2026-05-04 18:07:49","alt":"design-show","file":{"fid":"264399","name":"design-show.png","image_path":"\/sites\/default\/files\/2026\/05\/04\/design-show.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/04\/design-show.png","mime":"image\/png","size":543385,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/04\/design-show.png?itok=5qDrpPbF"}}},"media_ids":["680157"],"groups":[{"id":"660380","name":"GT Arts"}],"categories":[],"keywords":[{"id":"185855","name":"GT arts"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"194681","name":"Exhibit"}],"invited_audience":[{"id":"194945","name":"Alumni"},{"id":"78761","name":"Faculty\/Staff"},{"id":"177814","name":"Postdoc"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689805":{"#nid":"689805","#data":{"type":"event","title":"Pediatric Tech Talk Webinar with Erin Keller","body":[{"value":"\u003Cdiv\u003E\u003Cdiv\u003E\u003Cp\u003EJoin the Georgia Tech Pediatric Innovation Network (GTPIN) for an engaging Pediatric Tech Talk featuring Erin Keller, Venture Fund Lead for GTF Ventures at the Georgia Tech Foundation. In this session, Keller will share how venture capital plays a critical role in transforming breakthrough research into real-world impact. She will highlight how GTF Ventures supports Georgia Tech innovators through strategic funding, mentorship, and commercialization guidance, while offering a behind-the-scenes look at how investment decisions are made.\u003C\/p\u003E\u003Cp\u003EWith experience spanning top venture firms in Silicon Valley and deep connections to the Georgia Tech innovation ecosystem, Keller brings a unique perspective on what it takes to move ideas from the lab to the marketplace. This session is ideal for faculty, researchers, students, and aspiring entrepreneurs interested in innovation, startups, and funding pathways. Register to secure your spot and be part of the conversation shaping the future of pediatric innovation.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/events.teams.microsoft.com\/event\/bea2b087-a4d9-4474-8779-080f6373728a@482198bb-ae7b-4b25-8b7a-6d7f32faa083\u0022\u003ERegister to Attend on Teams\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.youtube.com\/@GeorgiaTechPediatrics\u0022\u003EGeorgia Tech Pediatrics on YouTube\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/pediatrics.research.gatech.edu\/\u0022\u003EGeorgia Tech Pediatric Innovation Network (GTPIN) Website\u003C\/a\u003E\u003C\/p\u003E\u003C\/div\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EDiscover how venture funding helps turn Georgia Tech innovations into high-impact startups and gain insider insight into the investment and commercialization process from venture leader Erin Keller.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Discover how venture funding helps turn Georgia Tech innovations into high-impact startups and gain insider insight into the investment and commercialization process from venture leader Erin Keller."}],"uid":"27469","created_gmt":"2026-04-17 01:10:43","changed_gmt":"2026-05-04 16:39:16","author":"Kristen Bailey","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-20T12:00:00-04:00","event_time_end":"2026-05-20T12:30:00-04:00","event_time_end_last":"2026-05-20T12:30:00-04:00","gmt_time_start":"2026-05-20 16:00:00","gmt_time_end":"2026-05-20 16:30:00","gmt_time_end_last":"2026-05-20 16:30:00","rrule":null,"timezone":"America\/New_York"},"location":"Online","extras":[],"related_links":[{"url":"https:\/\/events.teams.microsoft.com\/event\/3c6ebb29-02db-4457-a61f-8adffbac3631@482198bb-ae7b-4b25-8b7a-6d7f32faa083","title":"Register via Teams"}],"groups":[{"id":"1182","name":"General"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1795","name":"Seminar\/Lecture\/Colloquium"}],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"},{"id":"177814","name":"Postdoc"},{"id":"78771","name":"Public"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EChristopher Jackson\u003Cbr\u003E\u003Ca href=\u0022mailto:c.jackson@gatech.edu\u0022 title=\u0022mailto:c.jackson@gatech.edu\u0022\u003Ec.jackson@gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"689849":{"#nid":"689849","#data":{"type":"event","title":"COPE Seminar Series | Probing Charge Carriers in Mixed Ionic-Electronic Conducting Polymers","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETitle:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EProbing Charge Carriers in Mixed Ionic-Electronic Conducting Polymers\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbstract:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EConjugated polymers continue to emerge as next-generation electronic materials for mixed ionic-electronic conduction applications, ranging from biomedical sensing to energy storage. However, their development is hampered by a lack of rational design principles due to missing fundamental knowledge about how ion-charge interactions and dynamic polymer nanostructure influence charge transport and storage along polymer chains. In this talk, I will first discuss how we are exploiting the ultrafast dynamics of photoexcited charge carriers to provide details on their nanoscale environment and trapping behavior. Then I will show how in situ electronic and vibrational spectroscopy of polymer electrodes can be used to track their complex nanoscale dynamics during charging, revealing insights into nanostructures that support the formation of mobile carriers.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EBio:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDr. Chris Grieco is an Assistant Professor of Chemistry at Auburn University, where his research group develops laser spectroscopy methods to probe charge carriers in conducting polymers used in electrochemical applications ranging from bioelectronics to batteries. Prior to Auburn, Chris earned a PhD in Chemistry at Penn State University where he worked with Prof. John Asbury studying how to improve exciton and charge carrier dynamics in organic molecules and polymers for solar cells. Chris then worked with Prof. Bern Kohler as a postdoctoral scholar at the Ohio State University, where he developed ultrafast transient absorption spectroscopy methods for probing the elusive structure and photochemistry of the eumelanin biopigment.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ERecent Awards:\u003C\/strong\u003E\u003C\/p\u003E\u003Cul\u003E\u003Cli\u003ENSF CAREER Award, 2025\u003C\/li\u003E\u003Cli\u003ENorman Edmund Inspiration Award, Edmund Optics, 2024\u003C\/li\u003E\u003Cli\u003EUltrafast Education Award - Bronze, Edmund Optics, 2024\u003C\/li\u003E\u003Cli\u003EGerhard Closs Postdoctoral Award, Inter-American Photochemical Society, 2023\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EAttend the seminar presented by the Institute for Matter \u0026amp; Systems\u0027 Center for Organic Photonics \u0026amp; Electronics\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Featuring Chris Grieco, Assistant Professor of Chemistry at Auburn University"}],"uid":"36620","created_gmt":"2026-04-17 18:24:50","changed_gmt":"2026-05-04 15:23:14","author":"rgrieco6","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-06T11:00:00-04:00","event_time_end":"2026-05-06T12:00:00-04:00","event_time_end_last":"2026-05-06T12:00:00-04:00","gmt_time_start":"2026-05-06 15:00:00","gmt_time_end":"2026-05-06 16:00:00","gmt_time_end_last":"2026-05-06 16:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Marcus Nanotechnology Building 1116-1118","extras":[],"groups":[{"id":"660369","name":"Matter and Systems"}],"categories":[],"keywords":[{"id":"189814","name":"go-researchevents"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1795","name":"Seminar\/Lecture\/Colloquium"}],"invited_audience":[{"id":"194945","name":"Alumni"},{"id":"78761","name":"Faculty\/Staff"},{"id":"177814","name":"Postdoc"},{"id":"78771","name":"Public"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:hkantrow3@gatech.edu\u0022\u003EHenry Kantrow\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"686687":{"#nid":"686687","#data":{"type":"event","title":"Laser Alignment Training","body":[{"value":"\u003Cp\u003EThis course is recommended for Georgia Tech Laser Supervisors and Laser Users who align beam path optics for Class 3B or Class 4 lasers.\u003C\/p\u003E\u003Col\u003E\u003Cli\u003EGo to\u0026nbsp;\u003Ca href=\u0022https:\/\/gatech.geniussis.com\/\u0022\u003EGenius\u0026nbsp;LMS\u003C\/a\u003E\u0026nbsp;and use your GT Login\u003C\/li\u003E\u003Cli\u003EClick \u0022View Course Catalog\u0022\u003C\/li\u003E\u003Cli\u003ESearch for Laser\u003C\/li\u003E\u003Cli\u003EClick \u0022Register\u0022 for your preferred\u0026nbsp;date\u003C\/li\u003E\u003Cli\u003EClick \u0022Proceed to\u0026nbsp;Checkout\u0022 and follow the instructions\u003C\/li\u003E\u003C\/ol\u003E\u003Cp\u003EIF YOU HAVE TROUBLE REGISTERING, or IF YOU DON\u0027T GET AN EMAIL\u0026nbsp;IMMEDIATELY\u0026nbsp;AFTER REGISTERING, please contact\u0026nbsp;\u003Ca href=\u0022mailto:ors@ors.gatech.edu\u0022\u003Eors@ors.gatech.edu\u003C\/a\u003E.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe Georgia Tech Laser Alignment Training is designed to teach specific skills related to mitigating laser hazards commonly encountered during the alignment of optics. Attendees will learn how to safely align a variety of optics, some with visible and with invisible beams. The optics used include flat mirrors, a wedge window, irises, a beam splitter cube, flipper mirror assembly, periscope assembly, and a telescope assembly using plano convex and plano concave lenses. This training is comprised of six exercises and will last approximately 3 hours. This course is optional but strongly encourage for those involved in the alignment of optical beam paths for Class 3B and 4 lasers.\u003C\/p\u003E\u003Cp\u003ENote: This training takes place in a lab environment. You must wear long pants and closed-toe shoes.\u003Cbr\u003E\u003Cbr\u003EBefore attending this Laser Alignment Training, you must have already completed the online Laser Safety Training, or the Laser Safety Refresher Training if you completed Laser Safety Training greater than 2 years ago. You must also have submitted Form LU-1, Laser User Registration.\u003Cbr\u003E\u003Cbr\u003ETraining Information: https:\/\/ehs.gatech.edu\/radiation\/laser\/training\u003Cbr\u003EForm LU-1, Laser User Registration Form: https:\/\/ehs.gatech.edu\/radiation\/laser\/documents\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Training for individuals to mitigate laser hazards commonly encountered during the alignment of optics"}],"uid":"28464","created_gmt":"2025-12-01 20:12:17","changed_gmt":"2026-05-04 14:51:09","author":"Gary Spichiger","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-06-25T08:30:00-04:00","event_time_end":"2026-06-25T11:30:00-04:00","event_time_end_last":"2026-06-25T11:30:00-04:00","gmt_time_start":"2026-06-25 12:30:00","gmt_time_end":"2026-06-25 15:30:00","gmt_time_end_last":"2026-06-25 15:30:00","rrule":null,"timezone":"America\/New_York"},"location":"Boggs building, room 3-62","extras":[],"groups":[{"id":"388801","name":"EHS"},{"id":"373451","name":"EHS - Laser Safety"}],"categories":[],"keywords":[{"id":"10652","name":"lasers"},{"id":"2768","name":"optics"},{"id":"2661","name":"training"},{"id":"7607","name":"alignment"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"26411","name":"Training\/Workshop"}],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"},{"id":"177814","name":"Postdoc"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EGary Spichiger\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Ch6\u003E\u0026nbsp;\u003C\/h6\u003E\u003Ch6\u003E\u0026nbsp;\u003C\/h6\u003E\u003Ch6\u003E\u0026nbsp;\u003C\/h6\u003E\u003Ch6\u003E\u0026nbsp;\u003C\/h6\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"689134":{"#nid":"689134","#data":{"type":"event","title":"ADVANCE Demystifying Georgia Tech: Provost\u0027s Duties and Future Opportunities","body":[{"value":"\u003Cdiv\u003EThis event features Georgia Tech\u2019s chief academic officer, Dr. \u003Ca href=\u0022https:\/\/provost.gatech.edu\/about-the-provost\u0022 id=\u0022OWAef1e7320-4159-e921-fc68-62ad98aad6b5\u0022\u003ERaheem Beyah\u003C\/a\u003E\u0026nbsp;sharing some of his early experiences in his new Provost role as well as the challenges and opportunities Georgia Tech\u2019s academic affairs face moving forward. Audience members will be able to ask questions and also engage in networking and casual conversation with other attendees just prior to and after the talk. This event is sponsored by the ADVANCE Professors and is part of their Demystifying Georgia Tech series.\u003C\/div\u003E\u003Cdiv\u003E\u0026nbsp;\u003C\/div\u003E\u003Cdiv\u003ELight refreshments will be served. Please \u003Ca href=\u0022https:\/\/gatech.co1.qualtrics.com\/jfe\/form\/SV_bBLlG7qqcxdIk86\u0022\u003ERSVP\u003C\/a\u003E by April 28 if you are interested in attending.\u003C\/div\u003E\u003Cdiv\u003E\u0026nbsp;\u003C\/div\u003E\u003Cdiv\u003EAll are welcome and even if you do not RSVP, you may still attend.\u0026nbsp;\u0026nbsp;\u0026nbsp;\u003C\/div\u003E\u003Cdiv\u003E\u0026nbsp;\u003C\/div\u003E\u003Cdiv\u003E-------\u003C\/div\u003E\u003Cdiv\u003E\u0026nbsp;\u003C\/div\u003E\u003Cdiv\u003EFrom 2001 to 2007, Georgia Tech\u2019s ADVANCE Professors Program was one of nine institutions to receive a National Science Foundation Institutional Transformation award in the first cohort of awardees.\u0026nbsp;\u0026nbsp;Originally designed to facilitate the advancement of women tenure track faculty, particularly within STEM fields, the ADVANCE Professors represent six Georgia Tech Colleges and advocate for all campus faculty. Housed in the Office of the Provost, this inter-college network champions faculty development and success while supporting Georgia Tech\u2019s Strategic Plan Foundational Priorities which includes building a sustainable campus climate that bolsters faculty productivity and well-being.\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe ADVANCE Professors have organized a Spring 2026 Demystifying Georgia Tech event focused on faculty governance. The session will include light refreshments and networking time, a concise presentation, and a robust discussion period.\u0026nbsp;\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThis event features Georgia Tech\u2019s chief academic officer, Dr. \u003Ca href=\u0022https:\/\/provost.gatech.edu\/about-the-provost\u0022 id=\u0022OWAef1e7320-4159-e921-fc68-62ad98aad6b5\u0022\u003ERaheem Beyah\u003C\/a\u003E\u0026nbsp;sharing some of his early experiences in his new Provost role as well as the challenges and opportunities Georgia Tech\u2019s academic affairs face moving forward.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Connect with colleagues from across campus at the Spring 2026 ADVANCE Demystifying Georgia Tech event, featuring a presentation, robust discussion time, and networking."}],"uid":"36408","created_gmt":"2026-03-23 17:02:52","changed_gmt":"2026-05-04 14:30:01","author":"aslyter3","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-04T15:00:00-04:00","event_time_end":"2026-05-04T16:30:00-04:00","event_time_end_last":"2026-05-04T16:30:00-04:00","gmt_time_start":"2026-05-04 19:00:00","gmt_time_end":"2026-05-04 20:30:00","gmt_time_end_last":"2026-05-04 20:30:00","rrule":null,"timezone":"America\/New_York"},"location":"Alumni House - Griffin Ballroom","extras":[],"groups":[{"id":"1274","name":"Scheller College of Business"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EAlisa Jordan \u003Ca href=\u0022mailto:alisa.jordan@ilsi.gatech.edu\u0022\u003Ealisa.jordan@ilsi.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690116":{"#nid":"690116","#data":{"type":"event","title":"IBB Breakfast Club Seminar","body":[{"value":"\u003Cp\u003E\u003Cbr\u003E\u003Ca href=\u0022https:\/\/alregib.ece.gatech.edu\/\u0022\u003E\u003Cstrong\u003EGhassan AlRegib\u003C\/strong\u003E\u003C\/a\u003E\u003Cbr\u003EProfessor and John and Marilu McCarty Chair of Electrical Engineering\u003Cbr\u003ESchool of Electrical and Computer Engineering\u003Cbr\u003EGeorgia Tech\u003C\/p\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EResearch\u003C\/strong\u003E\u003Cbr\u003EIn the Omni Lab for Intelligent Visual Engineering and Science (OLIVES), AlRegib and his group work on robust and interpretable machine learning algorithms, uncertainty and trust, and human in the loop algorithms. The group has demonstrated their work on a wide range of applications such as Autonomous Systems, Medical Imaging, and Subsurface Imaging. The group is interested in advancing the fundamentals as well as the deployment of such systems in real-world scenarios.\u0026nbsp;His research group is working on projects related to machine learning, image and video processing, image and video understanding, subsurface imaging, perception in visual data processing, healthcare intelligence, and video analytics. The primary applications of the research span from Autonomous Vehicles to Portable AI-based Ophthalmology and Eye Exam and from Microscopic Imaging to Seismic Interpretation. The group has been a leader in developing modern machine learning for seismic interpretation. The team has created a number of open-source datasets.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EThe IBB Breakfast Club Seminar Series was started with the spirit of the Institute\u0027s interdisciplinary mission in mind to feature local IBB faculty member\u0027s research in a seminar format. Faculty are often asked to speak at other universities and conferences, but do not often present at their home institution - this seminar series is an attempt to close that gap. IBB Breakfast Club Seminars are open to anyone in the bio-community.\u003C\/em\u003E\u003C\/p\u003E\u003C\/div\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Ch6\u003EGhassan AlRegib, Georgia Tech\u003C\/h6\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Ghassan AlRegib, Georgia Tech"}],"uid":"35486","created_gmt":"2026-05-04 14:16:31","changed_gmt":"2026-05-04 14:20:07","author":"Christina Wessels","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-11-10T08:30:00-05:00","event_time_end":"2026-11-10T09:30:00-05:00","event_time_end_last":"2026-11-10T09:30:00-05:00","gmt_time_start":"2026-11-10 13:30:00","gmt_time_end":"2026-11-10 14:30:00","gmt_time_end_last":"2026-11-10 14:30:00","rrule":null,"timezone":"America\/New_York"},"location":"Petit Biotech Building (IBB), Suddath Seminar Room 1128, 315 Ferst Drive","extras":[],"groups":[{"id":"1292","name":"Parker H. Petit Institute for Bioengineering and Bioscience (IBB)"},{"id":"1254","name":"Wallace H. Coulter Dept. of Biomedical Engineering"}],"categories":[],"keywords":[{"id":"187423","name":"go-bio"},{"id":"189814","name":"go-researchevents"},{"id":"190100","name":"go-bio-breakfast"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1795","name":"Seminar\/Lecture\/Colloquium"}],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"},{"id":"177814","name":"Postdoc"},{"id":"78771","name":"Public"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:connect@ibb.gatech.edu\u0022\u003EEvent inquiries\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690114":{"#nid":"690114","#data":{"type":"event","title":"IBB Breakfast Club Seminar","body":[{"value":"\u003Cp\u003E\u003Cbr\u003E\u003Ca href=\u0022https:\/\/www.micronanobio.org\/\u0022\u003E\u003Cstrong\u003EAniruddh Sarkar\u003C\/strong\u003E\u003C\/a\u003E\u003Cbr\u003EAssistant Professor\u0026nbsp;\u003Cbr\u003EWallace H. Coulter Department of Biomedical Engineering\u003Cbr\u003EGeorgia Tech and Emory University\u003C\/p\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EBio\u003C\/strong\u003E\u0026nbsp;\u003Cbr\u003EAniruddh Sarkar is an Assistant Professor in the Wallace H. Coulter Department of Biomedical Engineering at the Georgia Institute of Technology and Emory University where he leads the Micro\/Nano Bioelectronics Lab. He was earlier a Research Fellow at the Ragon Institute of MGH, MIT and Harvard with research affiliations at Harvard Medical School and at MIT. His research has evolved around the theme of exploiting unique physical phenomena that occur at the micrometer to nanometer length scales to develop devices and systems for solving various technological problems with a special focus on applications in biology and medicine. His earlier work, with Prof. Galit Alter (MGH\/HMS) and Prof. Jongyoon Han (MIT), involved the development and application of microfabricated and nanofabricated devices to further the prevention, diagnosis and therapy of infectious diseases such as Tuberculosis and HIV\/AIDS. He received his Ph.D in Electrical Engineering and Computer Science with a minor in Biology at MIT, developing microfluidic tools for single-cell analysis. He received his bachelors and masters degrees, both in Electrical Engineering at IIT Bombay.\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EThe IBB Breakfast Club Seminar Series was started with the spirit of the Institute\u0027s interdisciplinary mission in mind to feature local IBB faculty member\u0027s research in a seminar format. Faculty are often asked to speak at other universities and conferences, but do not often present at their home institution - this seminar series is an attempt to close that gap. IBB Breakfast Club Seminars are open to anyone in the bio-community.\u003C\/em\u003E\u003C\/p\u003E\u003C\/div\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Ch6\u003EAniruddh Sarkar, Georgia Tech\u003C\/h6\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Aniruddh Sarkar, Georgia Tech"}],"uid":"35486","created_gmt":"2026-05-04 14:00:18","changed_gmt":"2026-05-04 14:06:30","author":"Christina Wessels","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-09-08T08:30:00-04:00","event_time_end":"2026-09-08T09:30:00-04:00","event_time_end_last":"2026-09-08T09:30:00-04:00","gmt_time_start":"2026-09-08 12:30:00","gmt_time_end":"2026-09-08 13:30:00","gmt_time_end_last":"2026-09-08 13:30:00","rrule":null,"timezone":"America\/New_York"},"location":"Petit Biotech Building (IBB), Suddath Seminar Room 1128, 315 Ferst Drive","extras":[],"groups":[{"id":"1292","name":"Parker H. Petit Institute for Bioengineering and Bioscience (IBB)"},{"id":"1254","name":"Wallace H. Coulter Dept. of Biomedical Engineering"}],"categories":[],"keywords":[{"id":"187423","name":"go-bio"},{"id":"189814","name":"go-researchevents"},{"id":"190100","name":"go-bio-breakfast"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1795","name":"Seminar\/Lecture\/Colloquium"}],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"},{"id":"177814","name":"Postdoc"},{"id":"78771","name":"Public"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:connect@ibb.gatech.edu\u0022\u003EEvent inquiries\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690111":{"#nid":"690111","#data":{"type":"event","title":"PRE-GRADUATE \u0026 PRE-TEACHING ADVISING WEEKLY VIRTUAL DROP-IN HOUR: Thursday, June 4","body":[{"value":"\u003Cp\u003EDrop-ins are intended for questions that will not require more than 10-15 minutes and are held in a public, virtual space. No appointment needed. All meetings are virtual. There are no in-person drop-ins and no drop-ins during \u003Ca href=\u0022https:\/\/calendar.gatech.edu\/institute-holidays\u0022\u003E\u003Cstrong\u003EInstitute holidays\u003C\/strong\u003E\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EAs of September 2025,\u0026nbsp; drop-ins are only for current Georgia Tech undergraduate students. The meeting link can be accessed via \u003Ca href=\u0022https:\/\/sites.gatech.edu\/gradexpo\/files\/2025\/09\/Student-Guide-to-Appointment-Check-In_v2.pdf\u0022\u003E\u003Cstrong\u003Ethe Navigate360 kiosk\u003C\/strong\u003E\u003C\/a\u003E.\u0026nbsp; The meeting link will change regularly so always go in through the kiosk.\u003C\/p\u003E\u003Cp\u003EGraduate students and alumni need to email Dr. Susan Belmonte at \u003Ca href=\u0022mailto:sbelmonte@gatech.edu\u0022\u003E\u003Cstrong\u003Esbelmonte@gatech.edu\u003C\/strong\u003E\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAll times are Eastern Time.\u003C\/strong\u003E\u003Cbr\u003E\u003Cstrong\u003EMon, 8:30 AM \u2013 9:30 AM\u0026nbsp;\u003C\/strong\u003E\u003Cbr\u003E\u003Cstrong\u003ETh, 2:00 PM \u2013 3:00 PM\u0026nbsp;\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.success.gatech.edu\/pre-graduate-advising\/\u0022\u003E\u003Cem\u003E\u003Cstrong\u003EUpcoming cancellations\u003C\/strong\u003E\u003C\/em\u003E\u003C\/a\u003E\u003Cbr\u003E\u0026nbsp;\u003Cbr\u003E\u003Cem\u003E\u003Cstrong\u003EFollow us through Academic Success and Advising on Instagram! @gtsuccess\u003C\/strong\u003E\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003E\u003Cstrong\u003Ewebsite: \u003C\/strong\u003E\u003C\/em\u003E\u003Ca href=\u0022https:\/\/www.success.gatech.edu\/\u0022\u003E\u003Cem\u003E\u003Cstrong\u003Ehttps:\/\/www.success.gatech.edu\u003C\/strong\u003E\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003E\u003C\/em\u003E\u003Cbr\u003E\u003Cbr\u003E\u003Cem\u003E\u003Cstrong\u003EJoin the Pre-Graduate Advising Canvas site.\u003C\/strong\u003E\u003C\/em\u003E\u0026nbsp; The site focuses on information and resources related to events, fellowships, etc. that can help prospective applicants prepare for or apply to graduate school.\u0026nbsp;\u003Cbr\u003E\u0026nbsp;\u003Cbr\u003ETo join:\u0026nbsp;\u003Ca href=\u0022https:\/\/tinyurl.com\/GTpregradCanvasenroll\u0022 rel=\u0022noopener noreferrer\u0022 target=\u0022_blank\u0022\u003E\u003Cstrong\u003Ehttps:\/\/tinyurl.com\/GTpregradCanvasenroll\u003C\/strong\u003E\u003C\/a\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003EMeet with our Pre-Graduate and Pre-Teaching advisors.\u003C\/strong\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Meet with our Pre-Graduate and Pre-Teaching advisors."}],"uid":"36650","created_gmt":"2026-05-01 23:26:01","changed_gmt":"2026-05-01 23:28:12","author":"aduodu3","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-06-04T14:00:00-04:00","event_time_end":"2026-06-04T15:00:00-04:00","event_time_end_last":"2026-06-04T15:00:00-04:00","gmt_time_start":"2026-06-04 18:00:00","gmt_time_end":"2026-06-04 19:00:00","gmt_time_end_last":"2026-06-04 19:00:00","rrule":null,"timezone":"America\/New_York"},"extras":[],"groups":[{"id":"281961","name":"Office of Undergraduate Education \u0026 Student Success"},{"id":"604933","name":"Pre-Graduate Advising "},{"id":"98281","name":"Pre-Teaching"},{"id":"660385","name":"Specialized Advising"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"10377","name":"Career\/Professional development"}],"invited_audience":[{"id":"78771","name":"Public"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690110":{"#nid":"690110","#data":{"type":"event","title":"Ph.D. Dissertation Defense - Wei-Chun Wang","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETitle\u003C\/strong\u003E\u003Cem\u003E:\u0026nbsp; Energy and Area Efficient Mixed-Signal Computing-in-Memory Systems: from Device-Circuit Co-Design to RF Signal Processing Applications\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDr.\u0026nbsp;Saibal Mukhopadhyay, ECE, Chair, Advisor\u003C\/p\u003E\u003Cp\u003EDr.\u0026nbsp;Suman Datta, ECE\u003C\/p\u003E\u003Cp\u003EDr.\u0026nbsp;Justin Romberg, ECE\u003C\/p\u003E\u003Cp\u003EDr.\u0026nbsp;Shimeng Yu, ECE\u003C\/p\u003E\u003Cp\u003EDr.\u0026nbsp;Hyesoon Kim, ECE\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThis thesis investigates mixed-signal compute-in-memory (CIM) architectures for energy- and area-efficient in-situ dimensionality reduction in radio-frequency (RF) sensing and communication systems. As wideband RF systems scale toward higher carrier frequencies and large antenna arrays, conventional digitize-everything architectures face prohibitive power, area, and data-movement overhead. To address this analog data deluge, this work develops analog compute-in-memory (ACIM) techniques that perform vector\u2013matrix multiplication directly on analog sensor signals before digitization, reducing ADC count and downstream processing cost. The thesis presents SRAM-based current-domain ACIM macros, mixed-precision ACIM with digital feature restoration, cryogenic and Fe-FinFET-based ACIM designs for improved efficiency, and adaptive ACIM for subspace tracking in dynamic RF environments. Finally, a 256-element Slepian beamforming accelerator demonstrates the system-level feasibility of ACIM-based complex vector\u2013matrix multiplication. Overall, this thesis shows that device\u2013circuit\u2013system co-designed mixed-signal CIM can provide a scalable and energy-efficient hardware path for next-generation RF signal processing systems.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Energy and Area Efficient Mixed-Signal Computing-in-Memory Systems: from Device-Circuit Co-Design to RF Signal Processing Applications "}],"uid":"28475","created_gmt":"2026-05-01 21:19:43","changed_gmt":"2026-05-01 21:20:46","author":"Daniela Staiculescu","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-07T15:30:00-04:00","event_time_end":"2026-05-07T17:30:00-04:00","event_time_end_last":"2026-05-07T17:30:00-04:00","gmt_time_start":"2026-05-07 19:30:00","gmt_time_end":"2026-05-07 21:30:00","gmt_time_end_last":"2026-05-07 21:30:00","rrule":null,"timezone":"America\/New_York"},"location":"Room 3126, Klaus","extras":[],"groups":[{"id":"434381","name":"ECE Ph.D. Dissertation Defenses"}],"categories":[],"keywords":[{"id":"100811","name":"Phd Defense"},{"id":"1808","name":"graduate students"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690108":{"#nid":"690108","#data":{"type":"event","title":"EVP Strategy and Market Access","body":[{"value":"\u003Cp\u003EKelly Petrucci is a distinguished market access leader with over two decades of experience in the healthcare industry, specializing in pharmaceuticals, durable medical equipment, biologics, and medical devices. As the Executive Vice President of Operations and Strategy at PRIA, she spearheaded the operations team, which includes account management, case management, and patient access leadership. Her role involves managing operational processes, ensuring strategic oversight, and optimizing customer satisfaction.\u003Cbr\u003EKelly\u2019s expertise encompasses strategic support, patient access programs, and healthcare policy. In her role as CEO of Ascend Access Healthcare, she leads a market access consulting organization that delivers comprehensive market access strategies to companies, including prior authorization, market landscape assessments, commercial strategy, healthcare policy, and payer dynamics.\u003C\/p\u003E\u003Cp\u003EThe Bench2Market Talks series is created to provide commercialization guidance to the university research community.\u0026nbsp;\u003Cbr\u003EFor more details on the series, visit our website at \u003Ca href=\u0022https:\/\/biolocity.gatech.edu\/news-and-events\/b2m-talks\/\u0022\u003Ehttps:\/\/biolocity.gatech.edu\/news-and-events\/b2m-talks\/\u003C\/a\u003E.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EKelly Petrucci is a distinguished market access leader with over two decades of experience in the healthcare industry, specializing in pharmaceuticals, durable medical equipment, biologics, and medical devices.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Kelly Petrucci is a distinguished market access leader with over two decades of experience in the healthcare industry, specializing in pharmaceuticals, durable medical equipment, biologics, and medical devices. "}],"uid":"36418","created_gmt":"2026-05-01 19:44:43","changed_gmt":"2026-05-01 19:47:09","author":"sgagliano3","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-06T12:00:00-04:00","event_time_end":"2026-05-06T13:00:00-04:00","event_time_end_last":"2026-05-06T13:00:00-04:00","gmt_time_start":"2026-05-06 16:00:00","gmt_time_end":"2026-05-06 17:00:00","gmt_time_end_last":"2026-05-06 17:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Online","extras":[],"related_links":[{"url":"https:\/\/gatech.zoom.us\/webinar\/register\/WN_SHNcQhbQRj-GXK1GGGK6kw#\/registration","title":"Registration Link"}],"groups":[{"id":"1182","name":"General"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1795","name":"Seminar\/Lecture\/Colloquium"},{"id":"26411","name":"Training\/Workshop"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:alyssa.tudor@bme.gatech.edu\u0022\u003EAlyssa Tudor\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690107":{"#nid":"690107","#data":{"type":"event","title":"Leading at Tech: Financial Acumen GT","body":[{"value":"\u003Cp\u003EA solid understanding of financial compliance and budgeting is essential for middle managers navigating the complexities of resource management at Georgia Tech. As a leader, your ability to make informed financial decisions directly impacts your team and the broader organization.\u003Cbr\u003E\u003Cbr\u003EThis course provides a roadmap to help you strengthen your financial acumen, ensuring you can effectively manage budgets, uphold compliance standards, and mitigate financial risks. By developing these skills, you will enhance your strategic decision-making capabilities while reinforcing Georgia Tech\u2019s commitment to ethical and responsible financial stewardship.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EA solid understanding of financial compliance and budgeting is essential for middle managers navigating the complexities of resource management at Georgia Tech.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"A solid understanding of financial compliance and budgeting is essential for middle managers navigating the complexities of resource management at Georgia Tech. "}],"uid":"36418","created_gmt":"2026-05-01 19:42:46","changed_gmt":"2026-05-01 19:44:14","author":"sgagliano3","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-11T09:00:00-04:00","event_time_end":"2026-05-11T12:00:00-04:00","event_time_end_last":"2026-05-11T12:00:00-04:00","gmt_time_start":"2026-05-11 13:00:00","gmt_time_end":"2026-05-11 16:00:00","gmt_time_end_last":"2026-05-11 16:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Online","extras":[],"related_links":[{"url":"https:\/\/gatech.geniussis.com\/Registration.aspx?aid=1758","title":"Registration Link"}],"groups":[{"id":"1182","name":"General"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"10377","name":"Career\/Professional development"},{"id":"26411","name":"Training\/Workshop"}],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:learn@hr.gatech.edu\u0022\u003Elearn@hr.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690106":{"#nid":"690106","#data":{"type":"event","title":"Leading at Tech: Hiring Practices - Student Employees","body":[{"value":"\u003Cp\u003EThe Hiring Practices \u2013 Student Employee is an Instructor-led course that provides insight for hiring managers who hire student employees. Participants will get a high-level view of their responsibilities as a hiring manager and the processes specifically tailored to the student employee population.\u0026nbsp;\u003Cbr\u003ELearners can expect to:\u0026nbsp;\u003Cbr\u003E-Glean insight from other hiring managers\u0026nbsp;\u003Cbr\u003E-Ask questions about hiring student employees\u0026nbsp;\u003Cbr\u003E-Explore the processes specific to student employees\u0026nbsp;\u003Cbr\u003EThis course aligns with the following Leader Competencies: Acts Strategically \u0026amp; Demonstrates Inclusivity\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe Hiring Practices \u2013 Student Employee is an Instructor-led course that provides insight for hiring managers who hire student employees.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The Hiring Practices \u2013 Student Employee is an Instructor-led course that provides insight for hiring managers who hire student employees."}],"uid":"36418","created_gmt":"2026-05-01 19:40:40","changed_gmt":"2026-05-01 19:41:49","author":"sgagliano3","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-12T09:00:00-04:00","event_time_end":"2026-05-12T11:00:00-04:00","event_time_end_last":"2026-05-12T11:00:00-04:00","gmt_time_start":"2026-05-12 13:00:00","gmt_time_end":"2026-05-12 15:00:00","gmt_time_end_last":"2026-05-12 15:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Online","extras":[],"related_links":[{"url":"https:\/\/gatech.geniussis.com\/Registration.aspx?aid=1765","title":"Registration Link"}],"groups":[{"id":"1182","name":"General"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"10377","name":"Career\/Professional development"},{"id":"26411","name":"Training\/Workshop"}],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:learn@hr.gatech.edu\u0022\u003Elearn@hr.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690105":{"#nid":"690105","#data":{"type":"event","title":"Leading at Tech: Hiring Practices","body":[{"value":"\u003Cp\u003EThe Hiring Practices Instructor-led course is a condensed version of the Hiring Manager Certificate program. Participants will get a high-level view of their responsibilities as a hiring manager and the interview, hiring, and onboarding process. Through activities and in-class access to HR representatives, hiring managers will have the opportunity to ask questions, work through scenarios, and glean insight from other hiring managers.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe Hiring Practices Instructor-led course is a condensed version of the Hiring Manager Certificate program.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The Hiring Practices Instructor-led course is a condensed version of the Hiring Manager Certificate program."}],"uid":"36418","created_gmt":"2026-05-01 19:37:53","changed_gmt":"2026-05-01 19:39:24","author":"sgagliano3","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-12T13:00:00-04:00","event_time_end":"2026-05-12T15:00:00-04:00","event_time_end_last":"2026-05-12T15:00:00-04:00","gmt_time_start":"2026-05-12 17:00:00","gmt_time_end":"2026-05-12 19:00:00","gmt_time_end_last":"2026-05-12 19:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Online","extras":[],"related_links":[{"url":"https:\/\/gatech.geniussis.com\/Registration.aspx?aid=1761","title":"Registration Link"}],"groups":[{"id":"1182","name":"General"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"10377","name":"Career\/Professional development"},{"id":"26411","name":"Training\/Workshop"}],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:learn@hr.gatech.edu\u0022\u003Elearn@hr.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690104":{"#nid":"690104","#data":{"type":"event","title":"Leading at Tech: Impactful Conversations","body":[{"value":"\u003Cp\u003EEffective communication is essential for strong leadership. Impactful Conversations equips leaders with the skills to navigate workplace conflict between team members, deliver and receive feedback constructively, and communicate organizational information with clarity and confidence.\u0026nbsp;\u003Cbr\u003ELearners can expect to:\u0026nbsp;\u003Cbr\u003E\u2022 Develop strategies to navigate workplace conflict between team members.\u003Cbr\u003E\u2022 Learn how to deliver and receive feedback constructively.\u003Cbr\u003E\u2022 Enhance communication skills for sharing organizational information with clarity and confidence.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EEffective communication is essential for strong leadership.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Effective communication is essential for strong leadership."}],"uid":"36418","created_gmt":"2026-05-01 19:31:14","changed_gmt":"2026-05-01 19:37:32","author":"sgagliano3","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-19T10:00:00-04:00","event_time_end":"2026-05-19T12:00:00-04:00","event_time_end_last":"2026-05-19T12:00:00-04:00","gmt_time_start":"2026-05-19 14:00:00","gmt_time_end":"2026-05-19 16:00:00","gmt_time_end_last":"2026-05-19 16:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Wilby Room, Crosland Tower","extras":[],"related_links":[{"url":"https:\/\/gatech.geniussis.com\/Registration.aspx?aid=1770","title":"Registration Link"}],"groups":[{"id":"1182","name":"General"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"10377","name":"Career\/Professional development"},{"id":"26411","name":"Training\/Workshop"}],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:learn@hr.gatech.edu\u0022\u003Elearn@hr.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690103":{"#nid":"690103","#data":{"type":"event","title":"Aarohi Workshop","body":[{"value":"\u003Cp\u003EThe Aarohi Workshop will take place on Tuesday, May 19, 2026, from 6:00 PM to 8:00 PM in Room 249 of the Skiles Classroom Building. Organized by Aarohi, the event invites students to engage with Indian classical arts through interactive instruction.\u003C\/p\u003E\u003Cp\u003EParticipants will have the opportunity to explore both singing and dancing, gaining practical experience while receiving guidance from skilled instructors. The workshop is designed to be accessible to beginners while also offering value to those with prior experience.\u003C\/p\u003E\u003Cp\u003EWith a focus on creativity and cultural appreciation, the session aims to create a welcoming space where attendees can develop their skills and connect with others interested in the arts. For more information, students can contact Sidharth Kaushik.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe Aarohi Workshop offers a hands-on experience in Indian classical arts, allowing participants to explore singing and dancing with guidance from experienced instructors. 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High-level synthesis provides a modern alternative that promises to raise the level of abstraction by synthesizing high-level languages like C++ into Verilog and VHDL, but it still re- quires significant hardware design expertise and specialized techniques to create perfor- mant, resource-efficient hardware designs. This research aims to facilitate high-level syn- thesis workflows through works on \u201cacceleration\u201d\u2014providing exemplars of efficient HLS accelerators of modern machine learning models\u2014and on \u201caccelerating acceleration\u201d\u2014 developing tools that improve high-level synthesis workflows in general. The goal is to help close the developer experience gap between software engineering and hardware de- sign, thereby empowering more people to design specialized hardware and advancing to- wards an agile workflow for hardware design.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"From acceleration to accelerating acceleration: applications and tools for democratizing hardware design using high-level synthesis "}],"uid":"28475","created_gmt":"2026-04-24 14:42:41","changed_gmt":"2026-05-01 18:33:36","author":"Daniela Staiculescu","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-06T11:00:00-04:00","event_time_end":"2026-05-06T13:00:00-04:00","event_time_end_last":"2026-05-06T13:00:00-04:00","gmt_time_start":"2026-05-06 15:00:00","gmt_time_end":"2026-05-06 17:00:00","gmt_time_end_last":"2026-05-06 17:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Room 1232, Whitaker","extras":[],"related_links":[{"url":"https:\/\/gatech.zoom.us\/j\/93058337355?pwd=SWbgzloVEn8dF4tl0MFmXLyhb920lL.1\u0026from=addon","title":"Zoom link"}],"groups":[{"id":"434381","name":"ECE Ph.D. Dissertation Defenses"}],"categories":[],"keywords":[{"id":"100811","name":"Phd Defense"},{"id":"1808","name":"graduate students"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690101":{"#nid":"690101","#data":{"type":"event","title":"Keiretsu Forum South-East \u0026 Texas - December Meeting","body":[{"value":"\u003Cp\u003E\u003Cbr\u003E\u003Cem\u003EIf you are a Georgia Tech student, faculty, employee you ARE a Keiretsu academic partner and the monthly meetings are FREE. GT spots are limited, so register ASAP.\u003C\/em\u003E\u003Cbr\u003E\u003Cbr\u003E\u003Ca href=\u0022https:\/\/www.keiretsuforum-midatlantic.com\/content.aspx?page_id=4091\u0026amp;club_id=415290\u0026amp;item_id=2793285\u0022\u003E\u003Cstrong\u003EREGISTER HERE\u003C\/strong\u003E\u003C\/a\u003E\u003Cbr\u003E\u003Cbr\u003EThe Keiretsu Forum South-East region holds its monthly Forum Meetings on the 4th Wednesday of every month, holidays excepted. Each of our South-East chapters, Atlanta and Palm Beach, \u0026nbsp;as well as our Mid-Atlantic chapters are welcome to attend. 4-5 pre-screened and vetted investment opportunities are presented by Entrepreneurs in various investment silos such as Technology-Internet, Life Sciences\/Health Care-Medical Devices, Consumer Products, Real Estate, Cyber Security, and Social Ventures.\u003C\/p\u003E\u003Cp\u003EMeetings are open to Members, Guests, Sponsors, Partners, and presenting Entrepreneurs from any of our Keiretsu Forum Global chapters and regions.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDue to SEC 506(c) regulations guests MUST pre-register to attend our meetings.\u003C\/strong\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EVirtual Meeting - Complimentary registration for Georgia Tech faculty, students, employees!\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Virtual Meeting - Complimentary registration for Georgia Tech faculty, students, employees!"}],"uid":"27195","created_gmt":"2026-05-01 15:18:14","changed_gmt":"2026-05-01 15:18:54","author":"Colly Mitchell","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-12-16T09:30:00-05:00","event_time_end":"2026-12-16T12:30:00-05:00","event_time_end_last":"2026-12-16T12:30:00-05:00","gmt_time_start":"2026-12-16 14:30:00","gmt_time_end":"2026-12-16 17:30:00","gmt_time_end_last":"2026-12-16 17:30:00","rrule":null,"timezone":"America\/New_York"},"location":"Virtual - see description","extras":[],"groups":[{"id":"655285","name":"GT Commercialization"},{"id":"1292","name":"Parker H. 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GT spots are limited, so register ASAP.\u003C\/em\u003E\u003Cbr\u003E\u003Cbr\u003E\u003Ca href=\u0022https:\/\/www.keiretsuforum-midatlantic.com\/content.aspx?page_id=4091\u0026amp;club_id=415290\u0026amp;item_id=2793284\u0022\u003E\u003Cstrong\u003EREGISTER HERE\u003C\/strong\u003E\u003C\/a\u003E\u003Cbr\u003E\u003Cbr\u003EThe Keiretsu Forum South-East region holds its monthly Forum Meetings on the 4th Wednesday of every month, holidays excepted. Each of our South-East chapters, Atlanta and Palm Beach, \u0026nbsp;as well as our Mid-Atlantic chapters are welcome to attend. 4-5 pre-screened and vetted investment opportunities are presented by Entrepreneurs in various investment silos such as Technology-Internet, Life Sciences\/Health Care-Medical Devices, Consumer Products, Real Estate, Cyber Security, and Social Ventures.\u003C\/p\u003E\u003Cp\u003EMeetings are open to Members, Guests, Sponsors, Partners, and presenting Entrepreneurs from any of our Keiretsu Forum Global chapters and regions.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDue to SEC 506(c) regulations guests MUST pre-register to attend our meetings.\u003C\/strong\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EVirtual Meeting - Complimentary registration for Georgia Tech faculty, students, employees!\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Virtual Meeting - Complimentary registration for Georgia Tech faculty, students, employees!"}],"uid":"27195","created_gmt":"2026-05-01 15:17:34","changed_gmt":"2026-05-01 15:18:07","author":"Colly Mitchell","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-11-18T09:30:00-05:00","event_time_end":"2026-11-18T12:30:00-05:00","event_time_end_last":"2026-11-18T12:30:00-05:00","gmt_time_start":"2026-11-18 14:30:00","gmt_time_end":"2026-11-18 17:30:00","gmt_time_end_last":"2026-11-18 17:30:00","rrule":null,"timezone":"America\/New_York"},"location":"Virtual - see description","extras":[],"groups":[{"id":"655285","name":"GT Commercialization"},{"id":"1292","name":"Parker H. Petit Institute for Bioengineering and Bioscience (IBB)"},{"id":"1254","name":"Wallace H. 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GT spots are limited, so register ASAP.\u003C\/em\u003E\u003Cbr\u003E\u003Cbr\u003E\u003Ca href=\u0022https:\/\/www.keiretsuforum-midatlantic.com\/content.aspx?page_id=4091\u0026amp;club_id=415290\u0026amp;item_id=2918760\u0022\u003E\u003Cstrong\u003EREGISTER HERE\u003C\/strong\u003E\u003C\/a\u003E\u003Cbr\u003E\u003Cbr\u003EThe Keiretsu Forum South-East region holds its monthly Forum Meetings on the 4th Wednesday of every month, holidays excepted. 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GT spots are limited, so register ASAP.\u003C\/em\u003E\u003Cbr\u003E\u003Cbr\u003E\u003Ca href=\u0022https:\/\/www.keiretsuforum-midatlantic.com\/content.aspx?page_id=4091\u0026amp;club_id=415290\u0026amp;item_id=2918759\u0022\u003E\u003Cstrong\u003EREGISTER HERE\u003C\/strong\u003E\u003C\/a\u003E\u003Cbr\u003E\u003Cbr\u003EThe Keiretsu Forum South-East region holds its monthly Forum Meetings on the 4th Wednesday of every month, holidays excepted. Each of our South-East chapters, Atlanta and Palm Beach, \u0026nbsp;as well as our Mid-Atlantic chapters are welcome to attend. 4-5 pre-screened and vetted investment opportunities are presented by Entrepreneurs in various investment silos such as Technology-Internet, Life Sciences\/Health Care-Medical Devices, Consumer Products, Real Estate, Cyber Security, and Social Ventures.\u003C\/p\u003E\u003Cp\u003EMeetings are open to Members, Guests, Sponsors, Partners, and presenting Entrepreneurs from any of our Keiretsu Forum Global chapters and regions.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDue to SEC 506(c) regulations guests MUST pre-register to attend our meetings.\u003C\/strong\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EVirtual Meeting - Complimentary registration for Georgia Tech faculty, students, employees!\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Virtual Meeting - Complimentary registration for Georgia Tech faculty, students, employees!"}],"uid":"27195","created_gmt":"2026-05-01 15:15:37","changed_gmt":"2026-05-01 15:16:17","author":"Colly Mitchell","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-09-23T09:30:00-04:00","event_time_end":"2026-09-23T12:30:00-04:00","event_time_end_last":"2026-09-23T12:30:00-04:00","gmt_time_start":"2026-09-23 13:30:00","gmt_time_end":"2026-09-23 16:30:00","gmt_time_end_last":"2026-09-23 16:30:00","rrule":null,"timezone":"America\/New_York"},"location":"Virtual - see description","extras":[],"groups":[{"id":"655285","name":"GT Commercialization"},{"id":"1292","name":"Parker H. 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GT spots are limited, so register ASAP.\u003C\/em\u003E\u003Cbr\u003E\u003Cbr\u003E\u003Ca href=\u0022https:\/\/www.keiretsuforum-midatlantic.com\/content.aspx?page_id=4091\u0026amp;club_id=415290\u0026amp;item_id=2793283\u0022\u003E\u003Cstrong\u003EREGISTER HERE\u003C\/strong\u003E\u003C\/a\u003E\u003Cbr\u003E\u003Cbr\u003EThe Keiretsu Forum South-East region holds its monthly Forum Meetings on the 4th Wednesday of every month, holidays excepted. Each of our South-East chapters, Atlanta and Palm Beach, \u0026nbsp;as well as our Mid-Atlantic chapters are welcome to attend. 4-5 pre-screened and vetted investment opportunities are presented by Entrepreneurs in various investment silos such as Technology-Internet, Life Sciences\/Health Care-Medical Devices, Consumer Products, Real Estate, Cyber Security, and Social Ventures.\u003C\/p\u003E\u003Cp\u003EMeetings are open to Members, Guests, Sponsors, Partners, and presenting Entrepreneurs from any of our Keiretsu Forum Global chapters and regions.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDue to SEC 506(c) regulations guests MUST pre-register to attend our meetings.\u003C\/strong\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EVirtual Meeting - Complimentary registration for Georgia Tech faculty, students, employees!\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Virtual Meeting - Complimentary registration for Georgia Tech faculty, students, employees!"}],"uid":"27195","created_gmt":"2026-05-01 15:14:38","changed_gmt":"2026-05-01 15:15:18","author":"Colly Mitchell","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-08-26T09:30:00-04:00","event_time_end":"2026-08-26T12:30:00-04:00","event_time_end_last":"2026-08-26T12:30:00-04:00","gmt_time_start":"2026-08-26 13:30:00","gmt_time_end":"2026-08-26 16:30:00","gmt_time_end_last":"2026-08-26 16:30:00","rrule":null,"timezone":"America\/New_York"},"location":"Virtual - see description","extras":[],"groups":[{"id":"655285","name":"GT Commercialization"},{"id":"1292","name":"Parker H. 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GT spots are limited, so register ASAP.\u003C\/em\u003E\u003Cbr\u003E\u003Cbr\u003E\u003Ca href=\u0022https:\/\/www.keiretsuforum-midatlantic.com\/content.aspx?page_id=4091\u0026amp;club_id=415290\u0026amp;item_id=2793282\u0022\u003E\u003Cstrong\u003EREGISTER HERE\u003C\/strong\u003E\u003C\/a\u003E\u003Cbr\u003E\u003Cbr\u003EThe Keiretsu Forum South-East region holds its monthly Forum Meetings on the 4th Wednesday of every month, holidays excepted. 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GT spots are limited, so register ASAP.\u003C\/em\u003E\u003Cbr\u003E\u003Cbr\u003E\u003Ca href=\u0022https:\/\/www.keiretsuforum-midatlantic.com\/content.aspx?page_id=4091\u0026amp;club_id=415290\u0026amp;item_id=2920944\u0022\u003E\u003Cstrong\u003EREGISTER HERE\u003C\/strong\u003E\u003C\/a\u003E\u003Cbr\u003E\u003Cbr\u003EThe Keiretsu Forum South-East region holds its monthly Forum Meetings on the 4th Wednesday of every month, holidays excepted. Each of our South-East chapters, Atlanta and Palm Beach, \u0026nbsp;as well as our Mid-Atlantic chapters are welcome to attend. 4-5 pre-screened and vetted investment opportunities are presented by Entrepreneurs in various investment silos such as Technology-Internet, Life Sciences\/Health Care-Medical Devices, Consumer Products, Real Estate, Cyber Security, and Social Ventures.\u003C\/p\u003E\u003Cp\u003EMeetings are open to Members, Guests, Sponsors, Partners, and presenting Entrepreneurs from any of our Keiretsu Forum Global chapters and regions.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDue to SEC 506(c) regulations guests MUST pre-register to attend our meetings.\u003C\/strong\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EVirtual Meeting - Complimentary registration for Georgia Tech faculty, students, employees!\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Virtual Meeting - Complimentary registration for Georgia Tech faculty, students, employees!"}],"uid":"27195","created_gmt":"2026-05-01 15:12:21","changed_gmt":"2026-05-01 15:13:17","author":"Colly Mitchell","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-06-24T09:30:00-04:00","event_time_end":"2026-06-24T12:30:00-04:00","event_time_end_last":"2026-06-24T12:30:00-04:00","gmt_time_start":"2026-06-24 13:30:00","gmt_time_end":"2026-06-24 16:30:00","gmt_time_end_last":"2026-06-24 16:30:00","rrule":null,"timezone":"America\/New_York"},"location":"Virtual - see description","extras":[],"groups":[{"id":"655285","name":"GT Commercialization"},{"id":"1292","name":"Parker H. 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GT spots are limited, so register ASAP.\u003C\/em\u003E\u003Cbr\u003E\u003Cbr\u003E\u003Ca href=\u0022https:\/\/www.keiretsuforum-midatlantic.com\/content.aspx?page_id=4091\u0026amp;club_id=415290\u0026amp;item_id=2791169\u0022\u003E\u003Cstrong\u003EREGISTER HERE\u003C\/strong\u003E\u003C\/a\u003E\u003Cbr\u003E\u003Cbr\u003EThe Keiretsu Forum South-East region holds its monthly Forum Meetings on the 4th Wednesday of every month, holidays excepted. 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GT spots are limited, so register ASAP.\u003C\/em\u003E\u003Cbr\u003E\u003Cbr\u003E\u003Ca href=\u0022https:\/\/www.keiretsuforum-midatlantic.com\/content.aspx?page_id=4091\u0026amp;club_id=415290\u0026amp;item_id=2791170\u0022\u003E\u003Cstrong\u003EREGISTER HERE\u003C\/strong\u003E\u003C\/a\u003E\u003Cbr\u003E\u003Cbr\u003EThe Keiretsu Forum South-East region holds its monthly Forum Meetings on the 4th Wednesday of every month, holidays excepted. 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Gumbart (School of Physics, Georgia Institute of Technology) \u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDr. John Blazeck (School of Chemical and Biomolecular Engineering, Georgia Institute of Technology)\u003C\/p\u003E\u003Cp\u003EDr. Andrew McShan (School of Chemistry and Biochemistry, Georgia Institute of Technology)\u003C\/p\u003E\u003Cp\u003EDr. Corey Wilson (School of Chemical and Biomolecular Engineering, Georgia Institute of Technology)\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EImproving signal transduction of human GPCRs via yeast machinery.\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EG-Protein coupled receptors, or GPCRs, are a highly druggable class of human receptors. They constitute one of the largest and most versatile families of membrane protein that translate external stimuli into intracellular responses. This ability to detect a diverse set of ligands makes them an integral part of human pharmacology. About 30% of FDA-approved drugs target GPCR mediated pathways. They can be heterologously expressed in systems like Saccharomyces cerevisiae to develop a fast, engineerable high-throughput biosensors capable of detecting receptor-ligand interactions with applications in drug discovery and development. However, functional expression of human GPCRs in yeast, a non-native chassis, remains challenging often due to inefficient signal transduction via yeast machinery. 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Our club was formed in 1987 and frequently achieves the annual Toastmasters International designation of \u0027President\u0027s Distinguished.\u0027\u003Cbr\u003E\u003Cbr\u003EIn a very friendly manner, our members help each other to improve their communication skills and leadership abilities through a self-paced program and constructive evaluations\u003Cbr\u003E\u003Cbr\u003EOur club is open to the Georgia Tech community and others (no Georgia Tech affiliation is required). If the campus is closed, we do not meet, otherwise, we are meeting in a hybrid format every week!\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cdiv\u003EJoin us every Thursday morning to work on your public speaking and leadership skills. Since 1924, Toastmasters International has helped hundreds of thousands of people to communicate more effectively. Our structured, fun and warm environment provide gentle support and feedback. 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Failures such as this reflect a broader challenge in engineering: we still lack practical tools for identifying, modeling, and predicting the nonlinear dynamics that govern real structures. This talk presents our recent research on this challenge through two complementary thrusts: physics-informed model discovery and reduced-order modeling. The first thrust focuses on identifying governing equations and parameters directly from data. This includes the Energy-Based Dual-Phase Dynamics Identification (EDDI) method for constructing equations of motion for nonlinear oscillators and the System Identification via Validation and Adaptation (SIVA) framework for simultaneous identification, validation, and uncertainty quantification. The second thrust focuses on reduced-order models for evolving structu ral interfaces, with particular emphasis on bolted-joint loosening, where bolt tension is treated as a dynamic degree of freedom that governs the effective stiffness and damping of the joint. Together, these efforts illustrate how local interface evolution can produce complex global dynamics, and how combining physics, data, and experiments can yield predictive and interpretable models for nonlinear structures.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/teams.microsoft.com\/l\/meetup-join\/19%3ameeting_MjZkNjM0MmEtZGFhNi00ZTM5LThmMjUtYWEwZmU2MWEyN2Mz%40thread.v2\/0?context=%7b%22Tid%22%3a%227ccb5a20-a303-498c-b0c1-29007381b574%22%2c%22Oid%22%3a%228915c310-6508-42a4-bf6b-93c78751e18e%22%7d\u0022\u003EJoin via Teams\u003C\/a\u003E\u003C\/p\u003E\u003C\/div\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EDr. Keegan Moore, Associate Professor in the Daniel Guggenheim School of Aerospace Engineering at the Georgia Institute of Technology, will be presenting on Data-Driven Identification and Reduced-Order Modeling of Strongly Nonlinear Structures\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Dr. Keegan Moore, Associate Professor in the Daniel Guggenheim School of Aerospace Engineering at the Georgia Institute of Technology, will be presenting on Data-Driven Identification and Reduced-Order Modeling of Strongly Nonlinear Structures"}],"uid":"27469","created_gmt":"2026-04-30 18:13:33","changed_gmt":"2026-04-30 18:15:37","author":"Kristen Bailey","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-06T11:00:00-04:00","event_time_end":"2026-05-06T12:00:00-04:00","event_time_end_last":"2026-05-06T12:00:00-04:00","gmt_time_start":"2026-05-06 15:00:00","gmt_time_end":"2026-05-06 16:00:00","gmt_time_end_last":"2026-05-06 16:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Online","extras":[],"related_links":[{"url":"https:\/\/teams.microsoft.com\/l\/meetup-join\/19%3ameeting_MjZkNjM0MmEtZGFhNi00ZTM5LThmMjUtYWEwZmU2MWEyN2Mz%40thread.v2\/0?context=%7b%22Tid%22%3a%227ccb5a20-a303-498c-b0c1-29007381b574%22%2c%22Oid%22%3a%228915c310-6508-42a4-bf6b-93c78751e18e%22%7d","title":"Join via Teams"}],"groups":[{"id":"1182","name":"General"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1795","name":"Seminar\/Lecture\/Colloquium"}],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"},{"id":"177814","name":"Postdoc"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003ERon Briggs\u003Cbr\u003E\u003Ca href=\u0022mailto:rdbrigg@sandia.gov\u0022 title=\u0022mailto:rdbrigg@sandia.gov\u0022\u003Erdbrigg@sandia.gov\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690080":{"#nid":"690080","#data":{"type":"event","title":"New Organization Charter Training","body":[{"value":"\u003Cdiv\u003E\u003Cdiv\u003E\u003Cp\u003EAre you interested in bringing a new student organization to campus? Attending a Charter Training is mandatory for all new organizations and serves as the first formal step in the charter process; organizations cannot move forward with chartering until this step is complete.\u003C\/p\u003E\u003Cp\u003EThis Fall, the Center for Student Engagement will be offering 3 Charter training sessions for students to learn and understand the requirements and procedures of the chartering process. You are only required to attend ONE session. Choose the one that works best for your schedule.\u003C\/p\u003E\u003Cp\u003EThis training covers important information regarding the chartering process, how to write a constitution, organization best practices, and Institute policies. Organizations that fail to attend the mandatory training forfeit their ability to complete the chartering process in that semester.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/studentengagement.gatech.edu\/node\/94\u0022\u003ELearn more.\u003C\/a\u003E\u003C\/p\u003E\u003C\/div\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EAre you interested in bringing a new student organization to campus? Attending a Charter Training is mandatory for all new organizations and serves as the first formal step in the charter process; organizations cannot move forward with chartering until this step is complete.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Are you interested in bringing a new student organization to campus? Attending a Charter Training is mandatory for all new organizations and serves as the first formal step in the charter process."}],"uid":"27469","created_gmt":"2026-04-30 18:07:54","changed_gmt":"2026-04-30 18:10:02","author":"Kristen Bailey","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-10-12T17:00:00-04:00","event_time_end":"2026-10-12T18:00:00-04:00","event_time_end_last":"2026-10-12T18:00:00-04:00","gmt_time_start":"2026-10-12 21:00:00","gmt_time_end":"2026-10-12 22:00:00","gmt_time_end_last":"2026-10-12 22:00:00","rrule":null,"timezone":"America\/New_York"},"location":"John Lewis Student Center, Southern Co. Multicultural Programs Lounge","extras":[],"related_links":[{"url":"https:\/\/studentengagement.gatech.edu\/node\/94","title":"More Information"}],"groups":[{"id":"1182","name":"General"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1791","name":"Student sponsored"}],"invited_audience":[{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003ECenter for Student Engagement\u003Cbr\u003E\u003Ca href=\u0022mailto:Engage@gatech.edu\u0022 title=\u0022mailto:Engage@gatech.edu\u0022\u003EEngage@gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690079":{"#nid":"690079","#data":{"type":"event","title":"New Organization Charter Training","body":[{"value":"\u003Cdiv\u003E\u003Cdiv\u003E\u003Cp\u003EAre you interested in bringing a new student organization to campus? Attending a Charter Training is mandatory for all new organizations and serves as the first formal step in the charter process; organizations cannot move forward with chartering until this step is complete.\u003C\/p\u003E\u003Cp\u003EThis Fall, the Center for Student Engagement will be offering 3 Charter training sessions for students to learn and understand the requirements and procedures of the chartering process. You are only required to attend ONE session. Choose the one that works best for your schedule.\u003C\/p\u003E\u003Cp\u003EThis training covers important information regarding the chartering process, how to write a constitution, organization best practices, and Institute policies. Organizations that fail to attend the mandatory training forfeit their ability to complete the chartering process in that semester.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/studentengagement.gatech.edu\/node\/94\u0022\u003ELearn more.\u003C\/a\u003E\u003C\/p\u003E\u003C\/div\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EAre you interested in bringing a new student organization to campus? Attending a Charter Training is mandatory for all new organizations and serves as the first formal step in the charter process; organizations cannot move forward with chartering until this step is complete.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Are you interested in bringing a new student organization to campus? Attending a Charter Training is mandatory for all new organizations and serves as the first formal step in the charter process."}],"uid":"27469","created_gmt":"2026-04-30 18:07:10","changed_gmt":"2026-04-30 18:07:39","author":"Kristen Bailey","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-09-23T17:00:00-04:00","event_time_end":"2026-09-23T18:00:00-04:00","event_time_end_last":"2026-09-23T18:00:00-04:00","gmt_time_start":"2026-09-23 21:00:00","gmt_time_end":"2026-09-23 22:00:00","gmt_time_end_last":"2026-09-23 22:00:00","rrule":null,"timezone":"America\/New_York"},"location":"John Lewis Student Center, Southern Co. Multicultural Programs Lounge","extras":[],"related_links":[{"url":"https:\/\/studentengagement.gatech.edu\/node\/94","title":"More Information"}],"groups":[{"id":"1182","name":"General"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1791","name":"Student sponsored"}],"invited_audience":[{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003ECenter for Student Engagement\u003Cbr\u003E\u003Ca href=\u0022mailto:Engage@gatech.edu\u0022 title=\u0022mailto:Engage@gatech.edu\u0022\u003EEngage@gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690078":{"#nid":"690078","#data":{"type":"event","title":"New Organization Charter Training","body":[{"value":"\u003Cdiv\u003E\u003Cdiv\u003E\u003Cp\u003EAre you interested in bringing a new student organization to campus? Attending a Charter Training is mandatory for all new organizations and serves as the first formal step in the charter process; organizations cannot move forward with chartering until this step is complete.\u003C\/p\u003E\u003Cp\u003EThis Fall, the Center for Student Engagement will be offering 3 Charter training sessions for students to learn and understand the requirements and procedures of the chartering process. You are only required to attend ONE session. Choose the one that works best for your schedule.\u003C\/p\u003E\u003Cp\u003EThis training covers important information regarding the chartering process, how to write a constitution, organization best practices, and Institute policies. Organizations that fail to attend the mandatory training forfeit their ability to complete the chartering process in that semester.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/studentengagement.gatech.edu\/node\/94\u0022\u003ELearn more.\u003C\/a\u003E\u003C\/p\u003E\u003C\/div\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EAre you interested in bringing a new student organization to campus? Attending a Charter Training is mandatory for all new organizations and serves as the first formal step in the charter process; organizations cannot move forward with chartering until this step is complete.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Are you interested in bringing a new student organization to campus? Attending a Charter Training is mandatory for all new organizations and serves as the first formal step in the charter process."}],"uid":"27469","created_gmt":"2026-04-30 18:05:01","changed_gmt":"2026-04-30 18:06:57","author":"Kristen Bailey","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-09-08T17:00:00-04:00","event_time_end":"2026-09-08T18:00:00-04:00","event_time_end_last":"2026-09-08T18:00:00-04:00","gmt_time_start":"2026-09-08 21:00:00","gmt_time_end":"2026-09-08 22:00:00","gmt_time_end_last":"2026-09-08 22:00:00","rrule":null,"timezone":"America\/New_York"},"location":"John Lewis Student Center, Southern Co. Multicultural Programs Lounge","extras":[],"related_links":[{"url":"https:\/\/studentengagement.gatech.edu\/node\/94","title":"More Information"}],"groups":[{"id":"1182","name":"General"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1791","name":"Student sponsored"}],"invited_audience":[{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003ECenter for Student Engagement\u003Cbr\u003E\u003Ca href=\u0022mailto:Engage@gatech.edu\u0022 title=\u0022mailto:Engage@gatech.edu\u0022\u003EEngage@gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690074":{"#nid":"690074","#data":{"type":"event","title":"Resonant Spaces (a no-study zone)","body":[{"value":"\u003Cp\u003EResonant Spaces is a wellness installation located in CLOUGH, Room 479, designed to support student well-being and reduce burnout. Here, students are invited to unwind, create, and reset. Students\u0026nbsp;are encouraged to take 10-15 minutes to step away from the demands of academic life. The space features soft natural light, comfortable seating, creative materials, games, and tactile items, offering an environment where students can renew and recharge, on their own terms.\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003E*Accessible to students via Buzzcard\u003C\/em\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech\u2019s \u003Cem\u003EResonant Spaces\u003C\/em\u003E \u2013 a place where students can simply be. This project is supported by a GT Arts Catalyst grant.\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"A space for cultivating well-being via rest and play."}],"uid":"32535","created_gmt":"2026-04-30 15:42:59","changed_gmt":"2026-04-30 15:55:49","author":"Jill Hertel","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-04T00:00:00-04:00","event_time_end":"2026-05-22T23:59:59-04:00","event_time_end_last":"2026-05-22T23:59:59-04:00","gmt_time_start":"2026-05-04 04:00:00","gmt_time_end":"2026-05-23 03:59:59","gmt_time_end_last":"2026-05-23 03:59:59","rrule":null,"timezone":"America\/New_York"},"location":"CULC 479","extras":[],"hg_media":{"680132":{"id":"680132","type":"image","title":"Minimal-2.png","body":null,"created":"1777563942","gmt_created":"2026-04-30 15:45:42","changed":"1777563942","gmt_changed":"2026-04-30 15:45:42","alt":"simple flyer ","file":{"fid":"264372","name":"Minimal-2.png","image_path":"\/sites\/default\/files\/2026\/04\/30\/Minimal-2.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/30\/Minimal-2.png","mime":"image\/png","size":2361506,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/30\/Minimal-2.png?itok=FCZA5gRp"}}},"media_ids":["680132"],"groups":[{"id":"1283","name":"School of Literature, Media, and Communication"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"194684","name":"Free"}],"invited_audience":[{"id":"177814","name":"Postdoc"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EPI: Krystian Ramlogan at \u003Ca href=\u0022mailto:kramlogan3@gatech.edu\u0022\u003Ekramlogan3@gatech.edu\u003C\/a\u003E and Co-PI: Jillann Hertel at jillann.hertel@gatech.edu\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690072":{"#nid":"690072","#data":{"type":"event","title":"Unposted ","body":[{"value":"\u003Cdiv\u003EThe course Creative Portfolio capstone with Jillann Hertel involves two semester-long capstone projects: making individual digital portfolios and the execution of new works for a culminating group show. Spring\u0027s 2026 cohort co-authored the theme of \u003Cem\u003EUnposted \u003C\/em\u003Eand were challenged with creating their first handmade zines. Zines as the medium were assigned as a deliberate long-game exercise in divergent thinking, a skill crucial for human creativity and for thriving through change. \u003Cem\u003EUnposted\u003C\/em\u003E\u0026nbsp;demanded for (otherwise advanced) media students to pull from their inner toolboxes to express themselves primarily by hand (and\/or with the tangible in mind) rather than by relying fully on technology. Design principals were considered across the digital and the tactile. Guest collaborators included: Librarian Alison Valk, who shared her zine collection and spoke on their historical significance and zine artist Arantza Pe\u00f1a Popo who shared her collection and introduced various formats, folds, and stitching methods via a live workshop.\u0026nbsp;\u0026nbsp;\u003C\/div\u003E\u003Cdiv\u003E\u0026nbsp;\u003C\/div\u003E\u003Cdiv\u003EStudent artists include:\u003C\/div\u003E\u003Cdiv\u003EAriana Banhan, Shelbie Carter, Charity Dawson, Sydney Gordon, Jordan Green, Liberty Nguyen, Nya Oscar-Smith, \u0026amp; Emma Zeng\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cdiv\u003EIn an era where expression is increasingly measured by reach, \u003Cem\u003EUnposted\u003C\/em\u003E\u0026nbsp;brings together works that live outside the field of digital likes and comments.\u003C\/div\u003E\u003Cdiv\u003E\u0026nbsp;\u003C\/div\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"a Zine Exhibtion in CULC"}],"uid":"32535","created_gmt":"2026-04-30 14:59:42","changed_gmt":"2026-04-30 15:09:12","author":"Jill Hertel","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-01T00:00:00-04:00","event_time_end":"2026-05-18T23:59:59-04:00","event_time_end_last":"2026-05-18T23:59:59-04:00","gmt_time_start":"2026-05-01 04:00:00","gmt_time_end":"2026-05-19 03:59:59","gmt_time_end_last":"2026-05-19 03:59:59","rrule":null,"timezone":"America\/New_York"},"location":"Cases are to the left off of  the 1st floor Clough elevators","extras":[],"hg_media":{"680127":{"id":"680127","type":"image","title":"IMG_4751-2.jpg","body":null,"created":"1777561681","gmt_created":"2026-04-30 15:08:01","changed":"1777561681","gmt_changed":"2026-04-30 15:08:01","alt":"Students with display of zines","file":{"fid":"264367","name":"IMG_4751-2.jpg","image_path":"\/sites\/default\/files\/2026\/04\/30\/IMG_4751-2.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/30\/IMG_4751-2.jpg","mime":"image\/jpeg","size":695041,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/30\/IMG_4751-2.jpg?itok=m23jjkK7"}}},"media_ids":["680127"],"groups":[{"id":"1283","name":"School of Literature, Media, and Communication"}],"categories":[],"keywords":[{"id":"195099","name":"Zines, Art, handmade "}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1792","name":"Arts and Performance"},{"id":"194681","name":"Exhibit"},{"id":"194684","name":"Free"}],"invited_audience":[{"id":"194945","name":"Alumni"},{"id":"78761","name":"Faculty\/Staff"},{"id":"177814","name":"Postdoc"},{"id":"78771","name":"Public"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EJillann.Hertel@lmc.gatech.edu\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"687531":{"#nid":"687531","#data":{"type":"event","title":"2026 Marcus Distinguished Lecture","body":[{"value":"\u003Cp\u003E\u003Cbr\u003E\u003Ca href=\u0022https:\/\/www.massgeneral.org\/cancer-center\/clinical-trials-and-research\/center-for-cancer-research\/investigators\/maus-lab\u0022\u003E\u003Cstrong\u003EMarcela Maus, M.D., Ph.D.\u003C\/strong\u003E\u003C\/a\u003E\u003Cbr\u003EProfessor of Medicine\u003Cbr\u003E\u003Cstrong\u003EHarvard Medical School\u003C\/strong\u003E\u003Cbr\u003EDirector, Cancer Institute Program in Cellular Immunotherapy\u003Cbr\u003EPaula J. O\u2019Keeffe Endowed Chair in Thoracic Oncology\u003Cbr\u003E\u003Cstrong\u003EMass General Brigham Cancer Institute\u003C\/strong\u003E\u003Cbr\u003E\u003Cbr\u003E\u003Cem\u003E*community lunch to follow lecture\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EBIO\u003C\/strong\u003E\u003Cbr\u003EMarcela Maus grew up in New York, NY and attended Massachusetts Institute of Technology for her undergraduate degree in Biology and Literature. She then earned her MD, PhD from the University of Pennsylvania School of Medicine where she studied the biology of human T cell activation under the direction of her PhD mentor, Dr. Carl June. After completing her doctorate degrees, Marcela did a one-year postdoctoral fellowship with Dr. Kathy High at the Children\u2019s Hospital of Philadelphia studying patient immune responses to liver-directed AAV-mediate gene transfer as a treatment for hemophilia. She then completed her clinical training in internal medicine, hematology, and oncology as a resident at the University of Pennsylvania Health System and a fellow at Memorial Sloan Kettering Cancer Center. While at Memorial Sloan Kettering, she worked in Michel Sadelain\u2019s lab to engineer new genetically modified T cells to target the cancer-testis antigen NY-ESO-1 and received specialized training in Phase I developmental therapeutics. She was also awarded a K08 grant by the NIH to facilitate her transition to a faculty position.\u003C\/p\u003E\u003Cp\u003EFollowing her extensive training (11 years), Marcela returned to the University of Pennsylvania in 2012, where she was recruited by her former PhD mentor, to expand their research efforts in the development of CAR T cells for lymphoma, myeloma, and other cancers. While there, Marcela continued her efforts on preclinical development of CAR T cells and correlative studies of CAR T cell-related toxicities and resistance to therapies. They discovered and reported on the first cases of anaphylaxis to CAR T cells and off target cross-reactivity. She also led an entire arc of translational research, from preclinical testing to a first-in-human clinical trial of EGFRvIII CAR T cells for treatment of recurrent glioblastoma. Correlative data collected from this trial led to an understanding of CAR T resistant mechanisms that have led further refinement of these CAR T cells, which is one current area of focus in her current laboratory and has led to the development of another Phase I clinical trial for GBM patients.\u003C\/p\u003E\u003Cp\u003ENow, Dr. Maus is a Professor of Hematology and Oncology at Massachusetts General Hospital and Harvard Medical School, where she runs a laboratory focused on developing and improving CAR T cell therapy for cancer patients while also periodically attending for the bone marrow transplant service. Marcela is the Paula O-Keeffe Endowed Chair of the Massachusetts General Hospital Cancer Center and the Director of the Cellular Immunotherapy Program. She has won numerous awards for her transformative research and is achieving her goal of using science to determine the best way to treat patients by harnessing the power of the immune system to solve intractable problems like cancer. 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Finals are done and now all that is left is to attend the ceremony. Why not come by the OIE graduation celebration and get a photo with Buzz and more!\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ECome get photos with Buzz and enjoy light appetizers to celebrate your major accomplishment!\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Come get photos with Buzz and enjoy light appetizers to celebrate your major accomplishment!"}],"uid":"36675","created_gmt":"2026-04-30 12:55:47","changed_gmt":"2026-04-30 13:00:11","author":"lyarbrough30","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-04-30T16:00:00-04:00","event_time_end":"2026-04-30T18:00:00-04:00","event_time_end_last":"2026-04-30T18:00:00-04:00","gmt_time_start":"2026-04-30 20:00:00","gmt_time_end":"2026-04-30 22:00:00","gmt_time_end_last":"2026-04-30 22:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Ferst Center Lobby","extras":["free_food","freebies"],"hg_media":{"680123":{"id":"680123","type":"image","title":"Spring-graduation-2-_Rashika-Webb.png","body":null,"created":"1777553823","gmt_created":"2026-04-30 12:57:03","changed":"1777553823","gmt_changed":"2026-04-30 12:57:03","alt":"spring graduation event flyer","file":{"fid":"264363","name":"Spring-graduation-2-_Rashika-Webb.png","image_path":"\/sites\/default\/files\/2026\/04\/30\/Spring-graduation-2-_Rashika-Webb.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/30\/Spring-graduation-2-_Rashika-Webb.png","mime":"image\/png","size":198299,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/30\/Spring-graduation-2-_Rashika-Webb.png?itok=-s8ihKz2"}}},"media_ids":["680123"],"related_links":[{"url":"https:\/\/gatech.co1.qualtrics.com\/jfe\/form\/SV_1YvLuEjBcYN0qSa","title":"RSVP Here"}],"groups":[{"id":"170351","name":"International Student and Scholar Services"},{"id":"1297","name":"Office of International Education"}],"categories":[],"keywords":[{"id":"195097","name":"graduation, spring, free food"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690059":{"#nid":"690059","#data":{"type":"event","title":"SCS Visitor Seminar- Brendan Juba","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETalk Title:\u003C\/strong\u003E Learning Safe Action Models\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ESpeaker:\u003C\/strong\u003E Brendan Juba, Associate Professor, Washington University\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbstract:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDomain-independent planning is a classical AI task. For a specified set of objects and predicates, with some initial valuation, an action model is given that describes a set of actions in terms of their preconditions and effects; that is, respectively, properties that the domain must satisfy for an action to execute (e.g., a conjunction), and the changes to the values of predicates that result from the execution. A goal property is also given in terms of the predicates and objects. The domain-independent planning task is then, given this initial valuation, action model, and goal, to output a straight-line program consisting of actions that results in the satisfaction of the goal.\u003C\/p\u003E\u003Cp\u003EHere, we focus on the task of learning an action model from example executions. We propose a formulation of this task in the spirit of distribution-free PAC learning, that permits an arbitrary domain-independent planner to safely use the action model we produce. Safety here means that we guarantee that any plan produced by the planner executes in the actual action model, i.e., the actual preconditions are satisfied at each step, and results in the satisfaction of the given goal in the actual action model. We show that there are polynomial-time algorithms for safe learning of action models expressible in the classical STRIPS formalism, for example. We will also show that many richer families of domains are not safely learnable.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;Based on joint works with Hai Son Le, Argaman Mordoch, and Roni Stern.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EBio:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EBrendan Juba is an\u0026nbsp;Associate\u0026nbsp;Professor in the Department of Computer Science and Engineering at Washington University in St. Louis. His current research interests lie in theoretical approaches to artificial intelligence, founded on the theory of Algorithms and Computational Complexity.\u003C\/p\u003E\u003Cp\u003EWebsite: \u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fwww.cse.wustl.edu%2F~bjuba%2F\u0026amp;data=05%7C02%7Cmusry8%40gtvault.onmicrosoft.com%7C454a1b7702714f6d931a08dea626ccf0%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639130882756215636%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=uUdMf2oPkWI12Rb9jg%2B7heph20osxzg0YwEJLJYR6CA%3D\u0026amp;reserved=0\u0022 title=\u0022Original URL:\u0026#13;https:\/\/www.cse.wustl.edu\/~bjuba\/\u0026#13;\u0026#13;Click to follow link.\u0022\u003Ehttps:\/\/www.cse.wustl.edu\/~bjuba\/\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETalk Title:\u003C\/strong\u003E Learning Safe Action Models\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ESpeaker:\u003C\/strong\u003E Brendan Juba, Associate Professor, Washington University\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"SCS Visitor Seminar- Brendan Juba, Associate Professor, Washington University"}],"uid":"36532","created_gmt":"2026-04-29 19:59:03","changed_gmt":"2026-04-29 20:01:28","author":"Morgan Usry","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-01T11:00:00-04:00","event_time_end":"2026-05-01T12:00:00-04:00","event_time_end_last":"2026-05-01T12:00:00-04:00","gmt_time_start":"2026-05-01 15:00:00","gmt_time_end":"2026-05-01 16:00:00","gmt_time_end_last":"2026-05-01 16:00:00","rrule":null,"timezone":"America\/New_York"},"location":"KACB 3109","extras":[],"groups":[{"id":"47223","name":"College of Computing"},{"id":"322011","name":"College of Computing Events"},{"id":"50875","name":"School of Computer Science"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"194683","name":"Talk"}],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690053":{"#nid":"690053","#data":{"type":"event","title":"PhD Defense by Huadong Xiong","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003EName: Huadong Xiong\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ESchool of Psychology \u2013 Ph.D. Dissertation Defense Meeting\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDate:\u003C\/strong\u003E\u0026nbsp;Tuesday, May 12th, 2026\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ETime:\u003C\/strong\u003E\u0026nbsp;12:00 - 1:30PM\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ELocation:\u003C\/strong\u003E\u0026nbsp;in-person - JS Coon 150\u003C\/p\u003E\u003Cp\u003Eand virtually (\u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fgatech.zoom.us%2Fmy%2Fhuadong.xiong%3Fpwd%3Du8JPjJbQwVLXhhf9RPItRJS7dcFEw4.1\u0026amp;data=05%7C02%7Ctm186%40gtvault.onmicrosoft.com%7C5dc7a29240a3482f5a5908dea47c7723%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639129051686697766%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=7l0y8Fx31WmNTWiXbHf4jpF7U%2F6FWKRPXQqPcYrhQzM%3D\u0026amp;reserved=0\u0022 title=\u0022Original URL: https:\/\/gatech.zoom.us\/my\/huadong.xiong?pwd=u8JPjJbQwVLXhhf9RPItRJS7dcFEw4.1. Click or tap if you trust this link.\u0022\u003Ehttps:\/\/gatech.zoom.us\/my\/huadong.xiong?pwd=u8JPjJbQwVLXhhf9RPItRJS7dcFEw4.1\u003C\/a\u003E)\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDissertation Committee Chair\/Advisor:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003ERobert Wilson, Ph.D. (Georgia Tech)\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDissertation Committee Members:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDobromir Rahnev, Ph.D. (Georgia Tech)\u003C\/p\u003E\u003Cp\u003EApurva Ratan Murty, Ph.D. (Georgia Tech)\u003C\/p\u003E\u003Cp\u003EAudrey Sederberg, Ph.D. (Georgia Tech)\u003C\/p\u003E\u003Cp\u003EMarcelo Mattar, Ph.D. (New York University)\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ETitle: An Online Learning Perspective on Cognition\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbstract:\u0026nbsp;\u003C\/strong\u003EHow should an intelligent system adapt when the world changes faster than its underlying architecture can be redesigned? Classical symbolic theories have approached this question by describing cognition as computation over structured variables, rules, and formal operations, whereas connectionist theories have approached it through learning rules such as Hebbian plasticity, error-driven updating, and distributed representational change. In my Ph.D. work, I develop an online learning perspective that connects these traditions by treating cognition as the continual adjustment of internal strategies in response to feedback, uncertainty, and resource constraints. This project has three main parts. First, I mathematically show that several influential cognitive models can be re-expressed through a duality with online optimization: although these models differ in surface form and theoretical vocabulary, they can often be understood as optimizing implicit loss functions over internal representations or policies. This provides a way to relate symbolic and connectionist models without reducing one tradition to the other. Second, I apply this framework to human decision making, showing that both value-based and perceptual decisions can be interpreted as adaptive online optimization processes. Alongside this modeling work, I develop faster and more reliable software tools for parameter estimation, enabling more efficient tests of cognitive models at scale. Third, I extend the same perspective to large language models, using online optimization as a lens for studying in-context learning, metacognition, and neural constraints on adaptation. Inspired by questions from human cognition, I further investigate representation interference, Bayesian hypothesis generation, Bayesian evidence integration, and feature binding in LLMs. Together, my work suggests that online learning offers a useful computational perspective for understanding adaptive intelligence across cognitive models, human behavior, and artificial systems.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003EAn Online Learning Perspective on Cognition\u003C\/strong\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"An Online Learning Perspective on Cognition"}],"uid":"27707","created_gmt":"2026-04-29 16:06:19","changed_gmt":"2026-04-29 16:06:50","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-12T12:00:00-04:00","event_time_end":"2026-05-12T13:30:00-04:00","event_time_end_last":"2026-05-12T13:30:00-04:00","gmt_time_start":"2026-05-12 16:00:00","gmt_time_end":"2026-05-12 17:30:00","gmt_time_end_last":"2026-05-12 17:30:00","rrule":null,"timezone":"America\/New_York"},"location":"JS Coon 150","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"100811","name":"Phd Defense"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690052":{"#nid":"690052","#data":{"type":"event","title":"PhD Proposal by Hao Kang","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETitle:\u0026nbsp;\u003C\/strong\u003EConfigurable Execution Systems for Dynamic Agentic AI Workloads\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDate:\u0026nbsp;\u003C\/strong\u003ETuesday, May 5th, 2026\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ETime:\u003C\/strong\u003E1:30-3:30 pm EST\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ELocation:\u003C\/strong\u003E\u0026nbsp;Remote\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EZoom:\u003C\/strong\u003E\u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fgatech.zoom.us%2Fj%2F93623089632\u0026amp;data=05%7C02%7Ctm186%40gtvault.onmicrosoft.com%7C8d22472cce92469e10c408dea4878bf1%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639129099316457369%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=erba0vZfWix5f%2B945Uu8joqIjBWQdniBqcnbIQh%2BvL8%3D\u0026amp;reserved=0\u0022\u003E\u003Cstrong\u003Ehttps:\/\/gatech.zoom.us\/j\/93623089632\u003C\/strong\u003E\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EHao Kang\u003C\/strong\u003E\u003Cbr\u003EPh.D. Student in Computer Science\u003Cbr\u003ESchool of Computer Science\u003Cbr\u003EGeorgia Institute of Technology\u003Cbr\u003E\u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fhaokang-timmy.github.io%2F\u0026amp;data=05%7C02%7Ctm186%40gtvault.onmicrosoft.com%7C8d22472cce92469e10c408dea4878bf1%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639129099316487425%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=qMYpkVm2iEl0XsS2YWDhGAY1Mxb52h25mlqn642QtkE%3D\u0026amp;reserved=0\u0022\u003Ehttps:\/\/haokang-timmy.github.io\/\u003C\/a\u003E\u003Cbr\u003E\u003Cbr\u003E\u003Cstrong\u003ECommittee members\u003C\/strong\u003E\u003Cbr\u003EDr. Tushar Krishna (advisor) - School of Computer Science, Georgia Institute of Technology\u003Cbr\u003EDr. Alexey Tumanov - School of Computer Science, Georgia Institute of Technology\u003Cbr\u003EDr. Tuo Zhao - School of Computational Science and Engineer, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003EDr. Song Han\u0026nbsp; - EECS,\u0026nbsp;\u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fscholar.google.com%2Fcitations%3Fview_op%3Dview_org%26hl%3Den%26org%3D16345133980181568013\u0026amp;data=05%7C02%7Ctm186%40gtvault.onmicrosoft.com%7C8d22472cce92469e10c408dea4878bf1%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639129099316510082%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=wDVQ4xw7yuHOgZQGxo8L1mQfEV6vhU0Bl0F1O3p7scg%3D\u0026amp;reserved=0\u0022\u003EMassachusetts Institute of Technology\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbstract\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003ELarge Language Model (LLM) systems are increasingly deployed as agents that interact with external tools, simulators, markets, games, and software environments. Unlike conventional LLM serving, where workloads are often modeled as independent requests optimized for static throughput or latency targets, agentic execution exposes dynamic environment states, heterogeneous resource lifecycles, and task-dependent latency--quality trade-offs. In this dissertation, we study how to make AI systems configurable for dynamic agentic execution. The central goal is to design system abstractions and mechanisms that expose the right configuration space across precision, scheduling, memory management, and tool-resource orchestration, so that deployment can be specialized to the characteristics of the task, model, and environment rather than relying on one-size-fits-all serving policies.\u003C\/p\u003E\u003Cp\u003EIn the first direction, we study latency-sensitive agent decision tasks, where an agent\u0027s final reward is jointly determined by response quality and inference latency. We introduce two real-time evaluation environments: HFTBench, a high-frequency trading simulator, and StreetFighter, a competitive gaming environment. These benchmarks show that different environments prefer different operating points along the latency--quality trade-off: some tasks reward faster but less accurate actions, while others require both low latency and high decision quality. To address this, we propose FPX, a configurable mixed-precision inference framework that exposes fine-grained latency-quality control through model-size selection and layer-wise FP8\/FP4 precision assignment. FPX allows the system to choose task-appropriate inference configurations and improves downstream reward over fixed-precision baselines. This direction demonstrates that agent efficiency should be measured not only by standalone model accuracy or raw throughput, but also by how system configurations affect final reward in dynamic environments.\u003C\/p\u003E\u003Cp\u003EThe second direction studies long-horizon multi-turn agentic execution, where agents repeatedly alternate between LLM reasoning and external tool execution. Existing systems loosely compose an inference engine with a general-purpose tool orchestrator, causing request-level scheduling, KV-cache thrashing, cross-node memory imbalance, and unmanaged tool-resource lifecycles. We propose ThunderAgent, a program-aware agentic inference system that abstracts each workflow as an LLM Program spanning model invocations, KV-cache states, and tool environments. Built on this abstraction, ThunderAgent introduces program-aware scheduling and tool-resource management to configure execution across GPU memory, data-parallel nodes, and external environments. This enables high-throughput serving and reinforcement-learning rollouts while reducing recomputation and resource leakage.\u003C\/p\u003E\u003Cp\u003ETogether, these directions argue that future AI infrastructure should not treat agentic workloads as static requests. Instead, systems should expose configurable execution mechanisms that can be specialized to the dynamic requirements of models, tasks, and environments, enabling efficient and robust execution for emerging agentic AI applications.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EConfigurable Execution Systems for Dynamic Agentic AI Workloads\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Configurable Execution Systems for Dynamic Agentic AI Workloads"}],"uid":"27707","created_gmt":"2026-04-29 16:05:02","changed_gmt":"2026-04-29 16:05:31","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-05T13:30:31-04:00","event_time_end":"2026-05-05T15:30:31-04:00","event_time_end_last":"2026-05-05T15:30:31-04:00","gmt_time_start":"2026-05-05 17:30:31","gmt_time_end":"2026-05-05 19:30:31","gmt_time_end_last":"2026-05-05 19:30:31","rrule":null,"timezone":"America\/New_York"},"location":"REMOTE","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"102851","name":"Phd proposal"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690051":{"#nid":"690051","#data":{"type":"event","title":"PhD Proposal by Darley Sackitey ","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003EMaking Do: The Organisation Of Everyday Care Through Sociotechnical Systems\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDate: May 4 2026\u0026nbsp;\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ETime: 12pm\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ELocation:\u003C\/strong\u003E\u0026nbsp;TSRB 217A\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EZoom :\u0026nbsp;\u003C\/strong\u003E\u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fgatech.zoom.us%2Fj%2F3788369736%3Fomn%3D91316693376%26utm_source%3Dluma\u0026amp;data=05%7C02%7Ctm186%40gtvault.onmicrosoft.com%7Ca927a6b787274532eac308dea4966d02%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639129163233073405%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=%2F6utN6rYRtlXoedXXEaTjKP%2BJad7a7kCKr7TXq%2BdBRc%3D\u0026amp;reserved=0\u0022 target=\u0022_blank\u0022 title=\u0022https:\/\/gatech.zoom.us\/j\/3788369736?omn=91316693376\u0026amp;utm_source=luma\u0022\u003Ehttps:\/\/gatech.zoom.us\/j\/3788369736?omn=91316693376\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDarley Sackitey\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EPh.D. Student in Human-centered Computing\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ESchool of Interactive Computing\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EGeorgia Institute of Technology\u0026nbsp;\u003C\/p\u003E\u003Cp\u003Etinyurl.com\/darleysackitey\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee:\u0026nbsp;\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDr. Andrea G. Parker (Advisor) - School of Interactive Computing, Georgia Institute of \u0026nbsp;Technology\u003C\/p\u003E\u003Cp\u003EDr. Lynn Dombrowski - School of Interactive Computing, Georgia Institute of \u0026nbsp;Technology\u003C\/p\u003E\u003Cp\u003EDr. Carl DiSalvo - School of Interactive Computing, Georgia Institute of \u0026nbsp;Technology\u003C\/p\u003E\u003Cp\u003EDr. Angela D.R. Smith - School of Information, University of Texas at Austin\u003C\/p\u003E\u003Cp\u003EDr. Christina Harrington - Google Research\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbstract\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ECare is everywhere and yet, much of it goes unseen. From neighbourhood lending networks to online communities exchanging small acts of kindness, the informal, everyday practices through which people support one another form the connective tissue of social life. Yet technology research has largely looked past this quiet labour, focusing instead on care in hospitals, social services, and moments of crisis.\u003C\/p\u003E\u003Cp\u003EThis dissertation brings everyday care into focus. Through five studies spanning systematic review, participant observation, social\u0026nbsp;network analysis, and participatory design, it examines how ordinary people organise, sustain, and scale mutual support, from tight-knit Black church communities to loosely connected strangers on Reddit. Together, these studies reveal how the texture of relationships, the design of platforms, and the pressures of crisis each shape who gives care, who receives it, and whether it lasts.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe result is a richer, account of care as a continuous collective accomplishment that communities build and rebuild over time.\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003EMaking Do: The Organisation Of Everyday Care Through Sociotechnical Systems\u003C\/strong\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Making Do: The Organisation Of Everyday Care Through Sociotechnical Systems"}],"uid":"27707","created_gmt":"2026-04-29 16:02:40","changed_gmt":"2026-04-29 16:03:10","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-04T12:00:00-04:00","event_time_end":"2026-05-04T14:00:00-04:00","event_time_end_last":"2026-05-04T14:00:00-04:00","gmt_time_start":"2026-05-04 16:00:00","gmt_time_end":"2026-05-04 18:00:00","gmt_time_end_last":"2026-05-04 18:00:00","rrule":null,"timezone":"America\/New_York"},"location":"TSRB 217A ","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"102851","name":"Phd proposal"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690049":{"#nid":"690049","#data":{"type":"event","title":"PhD Proposal by Qiao Zhang","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETitle\u003C\/strong\u003E: Understanding Human-AI Teaming Dynamics in Gaming Environments\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDate\u003C\/strong\u003E: Tuesday, May 5th, 2026\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ETime\u003C\/strong\u003E: 11am - 1pm EST\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ELocation\u003C\/strong\u003E: Tech Square Research Building Room 223\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EVirtual (Zoom)\u003C\/strong\u003E: \u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fgatech.zoom.us%2Fj%2F96614909235\u0026amp;data=05%7C02%7Ctm186%40gtvault.onmicrosoft.com%7Caeeb4576a3c84feb76f108dea4cc9355%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639129395730021113%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=U0%2BT8iaVsnxKJByGigPrsuhRt6Ag7gPqXN4%2FURpH34o%3D\u0026amp;reserved=0\u0022\u003Ehttps:\/\/gatech.zoom.us\/j\/96614909235\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EQiao Zhang\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EPh.D. Student in Computer Science\u003C\/p\u003E\u003Cp\u003ESchool of Interactive Computing\u003C\/p\u003E\u003Cp\u003ECollege of Computing\u003C\/p\u003E\u003Cp\u003EGeorgia Institute of Technology\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDr. Christopher J. MacLellan (Advisor) \u2013 School of Interactive Computing,\u0026nbsp;Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003EDr. Ashok Goel \u2013 School of Interactive Computing, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003EDr. Mark Riedl \u2013 School of Interactive Computing, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003EDr. Erik Harpstead \u2013 \u0026nbsp;Human-Computer Interaction Institute, Carnegie Mellon University\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbstract\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EHuman-AI Teaming (HAT) is an increasingly important area of research as AI systems are integrated into complex, collaborative environments. AI agents were developed and applied in multiple real-life cases, including chatbots and personal assistants for single, well-defined tasks, embodied agents that operate in a self-contained environment, and AI teammates that support collaborative reasoning and decision-making. Although games have been widely used for agent training and evaluation, much existing work has focused primarily on improving agent capabilities or benchmarking performance against human experts. Fewer studies explored human-AI interaction in game settings, positioning AI agents as teammates rather than competitors. Similarly, research on human-AI and human-robot collaboration often positions AI as an assistant rather than a teammate, limiting AI\u2019s autonomy and agency compared to human partners. These limitations create research gaps and opportunities to identify tasks that require true collaboration, arrange team composition, understand teaming dynamics, and examine strategy alignment.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EIn this thesis, I use Dice Adventure, a customizable multiplayer cooperative game developed in-house, to investigate three key aspects of human-AI teaming: how team structure influences performance, how communication conventions emerge in human teams, and how humans adapt when collaborating with AI under varying degrees of strategy alignment. My work aims to generate insights that inform the design of more adaptive and human-compatible AI teammates.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EUnderstanding Human-AI Teaming Dynamics in Gaming Environments\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Understanding Human-AI Teaming Dynamics in Gaming Environments"}],"uid":"27707","created_gmt":"2026-04-29 16:01:03","changed_gmt":"2026-04-29 16:01:38","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-05T11:00:00-04:00","event_time_end":"2026-05-05T13:00:00-04:00","event_time_end_last":"2026-05-05T13:00:00-04:00","gmt_time_start":"2026-05-05 15:00:00","gmt_time_end":"2026-05-05 17:00:00","gmt_time_end_last":"2026-05-05 17:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Tech Square Research Building Room 223","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"102851","name":"Phd proposal"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690048":{"#nid":"690048","#data":{"type":"event","title":"PhD Proposal by McKenna Clinch","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003EPhD\u0026nbsp;Thesis Proposal\u0026nbsp;Announcement\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EStudent Name: McKenna Clinch\u003C\/p\u003E\u003Cp\u003EThesis Title: Ingestible Electroceutical Device for Satiety and Digestion Hormone Regulation\u003C\/p\u003E\u003Cp\u003EThesis Advisor: Alex Abramson\u003C\/p\u003E\u003Cp\u003EThesis Co-Advisor: N\/A\u003C\/p\u003E\u003Cp\u003ECommittee Members: Alex Abramson - Chemical and Biomolecular Engineering; Hang Lu - Chemical and Biomolecular Engineering; Michael Filler - Chemical and Biomolecular Engineering; Matthew Flavin - Electrical and Computer Engineering; Shanthi Srinivasan - Department of Medicine (Emory)\u003C\/p\u003E\u003Cp\u003EDate: 5\/19\/2026\u003C\/p\u003E\u003Cp\u003ETime: 1:00 PM\u003C\/p\u003E\u003Cp\u003ELocation: MoSE 3201A\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EIngestible Electroceutical Device for Satiety and Digestion Hormone Regulation\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Ingestible Electroceutical Device for Satiety and Digestion Hormone Regulation"}],"uid":"27707","created_gmt":"2026-04-29 15:58:41","changed_gmt":"2026-04-29 15:59:15","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-19T13:00:00-04:00","event_time_end":"2026-05-19T15:00:00-04:00","event_time_end_last":"2026-05-19T15:00:00-04:00","gmt_time_start":"2026-05-19 17:00:00","gmt_time_end":"2026-05-19 19:00:00","gmt_time_end_last":"2026-05-19 19:00:00","rrule":null,"timezone":"America\/New_York"},"location":"MoSE 3201A","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"102851","name":"Phd proposal"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690047":{"#nid":"690047","#data":{"type":"event","title":"PhD Defense by Amisha Patel","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003EPhD Thesis\u0026nbsp;Defense Announcement\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EStudent Name: Amisha Patel\u003C\/p\u003E\u003Cp\u003EThesis Title: Improving the signal transduction of human GPCRs via yeast machinery.\u003C\/p\u003E\u003Cp\u003EThesis Advisor: Dr. Pamela Peralta-Yahya\u003C\/p\u003E\u003Cp\u003EThesis Co-Advisor: N\/A\u003C\/p\u003E\u003Cp\u003ECommittee Members: Dr. John Blazeck (School of Chemical and Biomolecular Engineering) Dr. JC Gumbart (School of Physics) Dr. Andrew McShan (School of Chemistry and Biochemistry) Dr. Corey Wilson (School of Chemical and Biomolecular Engineering)\u003C\/p\u003E\u003Cp\u003EDate: 5\/5\/2026\u003C\/p\u003E\u003Cp\u003ETime: 11:00 AM\u003C\/p\u003E\u003Cp\u003ELocation: MoSE 3201A\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EImproving the signal transduction of human GPCRs via yeast machinery.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Improving the signal transduction of human GPCRs via yeast machinery."}],"uid":"27707","created_gmt":"2026-04-29 15:52:19","changed_gmt":"2026-04-29 15:52:54","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-05T11:00:00-04:00","event_time_end":"2026-05-05T13:00:00-04:00","event_time_end_last":"2026-05-05T13:00:00-04:00","gmt_time_start":"2026-05-05 15:00:00","gmt_time_end":"2026-05-05 17:00:00","gmt_time_end_last":"2026-05-05 17:00:00","rrule":null,"timezone":"America\/New_York"},"location":"MoSE 3201A","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"100811","name":"Phd Defense"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"685054":{"#nid":"685054","#data":{"type":"event","title":"Reading Period: Spring 2026","body":[{"value":"\u003Cp\u003ENo exams between 8 a.m. - 2:40 p.m.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ENo exams between 8 a.m. - 2:40 p.m.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"No exams between 8 a.m. - 2:40 p.m. "}],"uid":"27469","created_gmt":"2025-09-18 13:43:25","changed_gmt":"2026-04-29 15:52:45","author":"Kristen Bailey","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-05T08:00:00-04:00","event_time_end":"2026-05-05T14:40:00-04:00","event_time_end_last":"2026-05-05T14:40:00-04:00","gmt_time_start":"2026-05-05 12:00:00","gmt_time_end":"2026-05-05 18:40:00","gmt_time_end_last":"2026-05-05 18:40:00","rrule":null,"timezone":"America\/New_York"},"location":"Georgia Tech Campus","extras":[],"related_links":[{"url":"https:\/\/registrar.gatech.edu\/current-academic-calendar","title":"Academic Calendar"}],"groups":[{"id":"253201","name":"Academic Calendar"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:comments@registrar.gatech.edu\u0022\u003Ecomments@registrar.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690046":{"#nid":"690046","#data":{"type":"event","title":"MS Defense by Andrew Jones","body":[{"value":"\u003Cp\u003EAndrew Jones\u003Cbr\u003EBME MS Thesis Defense Presentation\u003Cbr\u003E\u003Cstrong\u003EDate\u003C\/strong\u003E: 2026-05-08\u003Cbr\u003E\u003Cstrong\u003ETime\u003C\/strong\u003E: 11:00 AM EST\u003Cbr\u003E\u003Cstrong\u003ELocation \/ Meeting Link\u003C\/strong\u003E: \u003Ca href=\u0022https:\/\/teams.microsoft.com\/meet\/222902791704104?p=pBonO7gv236uStPLFI\u0022\u003Ehttps:\/\/teams.microsoft.com\/meet\/222902791704104?p=pBonO7gv236uStPLFI\u003C\/a\u003E\u003Cbr\u003E\u003Cbr\u003E\u003Cstrong\u003ECommittee Members:\u003C\/strong\u003E\u003Cbr\u003EDr. Svenja Illien-Junger ; Dr. Johnna Temenoff ; Dr. Jay Patel ; Dr. Rudolph Gleason\u003Cbr\u003E\u003Cbr\u003E\u003Cbr\u003E\u003Cstrong\u003ETitle\u003C\/strong\u003E: Evaluation of a Polyethylene Glycol-Based Hydrogel Drug Delivery System on Murine Intervertebral Degeneration\u003Cbr\u003E\u003Cbr\u003E\u003Cstrong\u003EAbstract:\u003C\/strong\u003E\u003Cbr\u003ELow back pain is prevalent in most generations globally, and much of this pain can be attributed to intervertebral disc (IVD) degeneration. The IVD consists of two distinct structures, the nucleus pulposus (NP) and annulus fibrosus (AF), which lose mechanical integrity as a result of IVD degeneration. Hydrogels are a prominent approach for NP replacement and drug delivery in IVD tissue repair and beyond. We previously showed the inhibition of PH domain leucine-rich protein phosphatase (PHLPP) promoted IVD health. As such, this project proposed a polyethylene glycol (PEG)-based hydrogel that polymerized through copper-free click chemistry combined with a small molecule PHLPP inhibitor conjugated to a chitosan nanocarrier to act as both a physical stabilizer in the IVD space as well as a means of halting IVD degeneration. Testing was first performed ex vivo with murine caudal IVDs to compare the mechanical restoration of different hydrogel combinations following a needle puncture injury. Testing identified the 4% PEG hydrogel successfully restored tensile stiffness following implantation and was chosen for all following studies. 4% PEG hydrogels with and without inhibitor were then injected in vivo into murine caudal IVDs following a needle puncture injury. Mice were sacrificed after 28 days and IVDs were harvested for mechanical and histological evaluation. Mechanical testing revealed that the 4% PEG hydrogel was capable of restoring multiple mechanical properties including axial range of motion, torque range, and mimicked overall IVD behavior in compressive, tensile, and torsional loading. Histological analysis revealed the 4% PEG+inhibitor hydrogel stayed in the IVD space of all implanted samples, retained the native IVD morphology following implantation, and reduced apoptosis in both the NP and AF. The 4% PEG and 4% PEG+inhibitor hydrogels were also tested in vitro for NP cell viability and were found to be non-cytotoxic with the elution profile of the PHLPP inhibitor in the order of weeks. These findings indicate that a hydrogel capable of redistributing loading forces across the entire IVD while delivering an effective degeneration inhibitor is a potential solution to mitigate future IVD degeneration, thus minimizing low back pain caused by IVD degeneration.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EEvaluation of a Polyethylene Glycol-Based Hydrogel Drug Delivery System on Murine Intervertebral Degeneration\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Evaluation of a Polyethylene Glycol-Based Hydrogel Drug Delivery System on Murine Intervertebral Degeneration"}],"uid":"27707","created_gmt":"2026-04-29 15:50:51","changed_gmt":"2026-04-29 15:51:20","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-08T11:00:00-04:00","event_time_end":"2026-05-08T13:00:00-04:00","event_time_end_last":"2026-05-08T13:00:00-04:00","gmt_time_start":"2026-05-08 15:00:00","gmt_time_end":"2026-05-08 17:00:00","gmt_time_end_last":"2026-05-08 17:00:00","rrule":null,"timezone":"America\/New_York"},"location":"TEAMS","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"111531","name":"ms defense"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690029":{"#nid":"690029","#data":{"type":"event","title":"SCPC presents: Midnight Breakfast!","body":[{"value":"\u003Cp\u003EFinals got you fighting the Dark Side? \u0026nbsp;Take a study break and join us for Midnight Breakfast as we celebrate May the Fourth!\u003C\/p\u003E\u003Cp\u003EFrom 9:00 PM\u2013Midnight, the Student Center will be transformed with themed activities, games, and surprises to help you recharge between study sessions. Enjoy a photo booth, meet Darth Vader, relax with massages, test your knowledge with trivia, grab some food, and more.\u003Cbr\u003EStudy strong\u2014and May the Force be with you!\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EFinals got you fighting the Dark Side? \u0026nbsp;Take a study break and join us for Midnight Breakfast as we celebrate May the Fourth!\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Join us for food, games, and fun at Midnight Breakfast!"}],"uid":"35264","created_gmt":"2026-04-28 16:44:57","changed_gmt":"2026-04-29 15:48:31","author":"awashington44","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-04T21:00:00-04:00","event_time_end":"2026-05-04T23:59:59-04:00","event_time_end_last":"2026-05-04T23:59:59-04:00","gmt_time_start":"2026-05-05 01:00:00","gmt_time_end":"2026-05-05 03:59:59","gmt_time_end_last":"2026-05-05 03:59:59","rrule":null,"timezone":"America\/New_York"},"location":"John Lewis Student Center","extras":[],"hg_media":{"680082":{"id":"680082","type":"image","title":"SCPC presents: Midnight Breakfast!","body":"\u003Cp\u003EFinals got you fighting the Dark Side? \u0026nbsp;Take a study break and join us for Midnight Breakfast as we celebrate May the Fourth!\u003C\/p\u003E\u003Cp\u003EFrom 9:00 PM\u2013Midnight, the Student Center will be transformed with themed activities, games, and surprises to help you recharge between study sessions. Enjoy a photo booth, meet Darth Vader, relax with massages, test your knowledge with trivia, grab some food, and more.\u003Cbr\u003EStudy strong\u2014and May the Force be with you!\u003C\/p\u003E","created":"1777394515","gmt_created":"2026-04-28 16:41:55","changed":"1777394634","gmt_changed":"2026-04-28 16:43:54","alt":"Join us for food, games, and fun at Midnight Breakfast!","file":{"fid":"264321","name":"Midnight-Breakfast-1460-x-830.png","image_path":"\/sites\/default\/files\/2026\/04\/28\/Midnight-Breakfast-1460-x-830.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/28\/Midnight-Breakfast-1460-x-830.png","mime":"image\/png","size":2518244,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/28\/Midnight-Breakfast-1460-x-830.png?itok=Qe8XqSDA"}}},"media_ids":["680082"],"groups":[{"id":"660391","name":"Student and Campus Event Centers"}],"categories":[],"keywords":[{"id":"167071","name":"SCPC"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690045":{"#nid":"690045","#data":{"type":"event","title":"PhD Defense by Amisha Patel","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003EAmisha Patel\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EBioengineering\u0026nbsp;PhD\u0026nbsp;Defense\u0026nbsp;Presentation\u003C\/p\u003E\u003Cp\u003EMay 5, Tuesday\u003C\/p\u003E\u003Cp\u003E11:00 AM\u003C\/p\u003E\u003Cp\u003ELocation: MoSE 3201\u003C\/p\u003E\u003Cp\u003EMeeting link:\u0026nbsp; \u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fgatech.zoom.us%2Fj%2F97364717127%3Fpwd%3DU2kSZYbv6WuhxhmxJAi1hnKgy2pAFL.1%26from%3Daddon\u0026amp;data=05%7C02%7Ctm186%40gtvault.onmicrosoft.com%7C4cc894a0aefa4cd0c5d908dea52ec8c7%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639129817512701033%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=FpiRqvJ%2BKer63b%2BxlJa7a1IxtbUVe9BVwgqhOWmdf4o%3D\u0026amp;reserved=0\u0022\u003Ehttps:\/\/gatech.zoom.us\/j\/97364717127?pwd=U2kSZYbv6WuhxhmxJAi1hnKgy2pAFL.1\u0026amp;from=addon\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAdvisor\u003C\/strong\u003E: \u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDr. Pamela Peralta-Yahya (School of Chemistry and Biochemistry)\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee\u003C\/strong\u003E: \u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDr. James C. Gumbart (School of Physics, Georgia Institute of Technology) \u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDr. John Blazeck (School of Chemical and Biomolecular Engineering, Georgia Institute of Technology)\u003C\/p\u003E\u003Cp\u003EDr. Andrew McShan (School of Chemistry and Biochemistry, Georgia Institute of Technology)\u003C\/p\u003E\u003Cp\u003EDr. Corey Wilson (School of Chemical and Biomolecular Engineering, Georgia Institute of Technology)\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EImproving signal transduction of human GPCRs via yeast machinery.\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EG-Protein coupled receptors, or GPCRs, are a highly druggable class of human receptors. They constitute one of the largest and most versatile families of membrane protein that translate external stimuli into intracellular responses. This ability to detect a diverse set of ligands makes them an integral part of human pharmacology. About 30% of FDA-approved drugs target GPCR mediated pathways. They can be heterologously expressed in systems like Saccharomyces cerevisiae to develop a fast, engineerable high-throughput biosensors capable of detecting receptor-ligand interactions with applications in drug discovery and development. However, functional expression of human GPCRs in yeast, a non-native chassis, remains challenging often due to inefficient signal transduction via yeast machinery. This thesis addresses this challenge and expands the utility of yeast-based GPCR biosensors by improving GPCR-GPA1 coupling.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EImproving signal transduction of human GPCRs via yeast machinery.\u003C\/strong\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":" Improving signal transduction of human GPCRs via yeast machinery."}],"uid":"27707","created_gmt":"2026-04-29 15:47:30","changed_gmt":"2026-04-29 15:48:22","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-05T11:00:00-04:00","event_time_end":"2026-05-05T13:00:00-04:00","event_time_end_last":"2026-05-05T13:00:00-04:00","gmt_time_start":"2026-05-05 15:00:00","gmt_time_end":"2026-05-05 17:00:00","gmt_time_end_last":"2026-05-05 17:00:00","rrule":null,"timezone":"America\/New_York"},"location":"MoSE 3201","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"100811","name":"Phd Defense"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690044":{"#nid":"690044","#data":{"type":"event","title":"PhD Proposal by Emily Parcell","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003EName: Emily Parcell\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ESchool of Psychology \u2013 Ph.D. Dissertation Proposal Meeting\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDate:\u003C\/strong\u003E\u0026nbsp;Wednesday, May 13th, 2026\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ETime:\u003C\/strong\u003E\u0026nbsp;12:00 - 2:00PM\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ELocation:\u003C\/strong\u003E\u0026nbsp;JS Coon 148 or online (\u003Ca href=\u0022https:\/\/teams.microsoft.com\/meet\/215526552621487?p=mdNo1jdq8KNDRi5KvS\u0022 title=\u0022https:\/\/teams.microsoft.com\/meet\/215526552621487?p=mdNo1jdq8KNDRi5KvS\u0022\u003Ehttps:\/\/teams.microsoft.com\/meet\/215526552621487?p=mdNo1jdq8KNDRi5KvS\u003C\/a\u003E)\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDissertation Committee Chair\/Advisor:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EBruce Walker, Ph.D. (Georgia Tech)\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDissertation Committee Members:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003ERichard Catrambone, Ph.D. (Georgia Tech)\u003C\/p\u003E\u003Cp\u003EWoon Ju Park, Ph.D. (Georgia Tech)\u003C\/p\u003E\u003Cp\u003EBen Satterfield, Ph.D. (Georgia Tech)\u003C\/p\u003E\u003Cp\u003EBarbara Chaparro, Ph.D. (Embry-Riddle Aeronautical University)\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ETitle: From Acceptance to Mastery: An Evaluation of Technology Mastery and the Validation of the General Technology Mastery Scale\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbstract:\u0026nbsp;\u003C\/strong\u003EThe goal of this proposed dissertation is to empirically investigate the concept of technology mastery, operationally defined here as an individual\u2019s knowledge, attitudes, and ability regarding the use of a technology.\u0026nbsp; To begin, I conducted a series of interviews with a mix of community members and college undergraduates to better define the concept of \u201ctechnology mastery,\u201d determine what behaviors and traits are associated with the term, and finally discuss any barriers individuals face when attempting to gain skill with technology. The results of this study were analyzed through thematic analysis and produced roughly 40 themes, which were then used to create the General Technology Mastery Scale (GTMS) through a series of factor analysis techniques. I then sought to validate the GTMS by comparing it to another available scale of technology mastery, the Continuum of Assistive Technology Mastery (CATM). Additionally, I collected data on hypothesized covariates based on the literature (such as problem-solving, technology self-efficacy, general self-efficacy, technology acceptance, system usability, locus of control, motivation, and creativity). For the proposed Study 4, I plan to collect data at four timepoints on a sample of master\u0027s level speech language pathology students at the University of Georgia who are enrolled in CMSD 6650 (a course on Augmentative and Alternative Communication Devices). This combined body of work introduces the most comprehensive explanation of technology mastery and its correlates to date. Furthermore, it proposes a quick (if imperfect) way to measure technology mastery when collecting data on objective performance is not feasible\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003EFrom Acceptance to Mastery: An Evaluation of Technology Mastery and the Validation of the General Technology Mastery Scale\u003C\/strong\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"From Acceptance to Mastery: An Evaluation of Technology Mastery and the Validation of the General Technology Mastery Scale"}],"uid":"27707","created_gmt":"2026-04-29 15:45:19","changed_gmt":"2026-04-29 15:46:08","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-13T12:00:00-04:00","event_time_end":"2026-05-13T14:00:00-04:00","event_time_end_last":"2026-05-13T14:00:00-04:00","gmt_time_start":"2026-05-13 16:00:00","gmt_time_end":"2026-05-13 18:00:00","gmt_time_end_last":"2026-05-13 18:00:00","rrule":null,"timezone":"America\/New_York"},"location":"JS Coon 148 or online ","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"102851","name":"Phd proposal"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690043":{"#nid":"690043","#data":{"type":"event","title":"MS Defense by Liam Hart","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003EName: Liam Hart\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EMaster\u2019s Thesis Defense Meeting\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EData:\u003C\/strong\u003E\u0026nbsp;\u003Cstrong\u003EFriday, May 8th, 2026\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ETime:\u003C\/strong\u003E\u0026nbsp;12:00PM \u2013 2:00PM\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ELocation:\u003C\/strong\u003E\u0026nbsp;Room 148 and virtual, link here:\u0026nbsp;\u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fgatech.zoom.us%2Fj%2F92396114398%3Fpwd%3DoyyqwzRKjsfkPD7WfrK0UKtsdH6hEi.1\u0026amp;data=05%7C02%7Ctm186%40gtvault.onmicrosoft.com%7C5ad73703c0e94632bc0008dea5375ef2%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639129854448560433%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=kZe%2B52CQ70uDm3aNf3pO8bcmwq0uwFXxwA9bJ9OyxZU%3D\u0026amp;reserved=0\u0022 title=\u0022Original URL: https:\/\/gatech.zoom.us\/j\/92396114398?pwd=oyyqwzRKjsfkPD7WfrK0UKtsdH6hEi.1. Click or tap if you trust this link.\u0022\u003Ehttps:\/\/gatech.zoom.us\/j\/92396114398?pwd=oyyqwzRKjsfkPD7WfrK0UKtsdH6hEi.1\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EThesis Chair\/Advisor\u003C\/strong\u003E:\u003Cbr\u003EHsiao-Wen Liao, Ph.D. (Georgia Tech)\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EThesis Committee Members:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003ESashank Varma, Ph.D. (Georgia Tech)\u003C\/p\u003E\u003Cp\u003EAudrey Leroux, Ph.D. (Georgia Tech)\u003C\/p\u003E\u003Cp\u003E\u003Cbr\u003E\u003Cstrong\u003ETitle:\u0026nbsp;Gist-Based Compensation for Age-Related Episodic Decline in Emotional Autobiographical Memory: A Natural Language Analysis of Life\u2019s Highs and Lows\u0026nbsp;\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbstract:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EAge-related declines in episodic specificity during autobiographical recall are well-established. Recent work, however, suggests that older adults\u0027 preserved semantic knowledge may scaffold episodic retrieval. Sheldon et al. (2024) found that semantic content diversity \u2014 the breadth of semantic content within a memory narrative \u2014 predicted greater episodic, but not non-episodic, detail in memories collected via the Autobiographical Interview, a task that constrains recall toward maximizing episodic specificity. Whether this pattern generalizes to retrieval contexts that foreground identity and personal meaning remains untested. This preregistered study examined whether semantic content diversity predicted episodic detail in the Life Story Interview, in which memories are situated within a personal life story. A total of 4576 memory narratives spanning five memory types (high points, low points, turning points, critical events, and health events) from 932 older adults (ages 62\u201375; 56.3% female) were analyzed using LLM-based detail scoring and topic modeling\u2013derived semantic content diversity. Multilevel models showed that semantic content diversity predicted greater episodic detail. This relationship held at both the memory and individual levels, with between-individual effects of greater magnitude. Neither association was moderated by memory type. While high point memories contained more episodic detail than low point memories, consistent with socioemotional aging accounts, the two memory types did not differ in semantic content diversity. Contrary to Sheldon et al. (2024), semantic content diversity was found to positively predict non-episodic detail. Taken together, the current study findings suggest that semantic knowledge supports detailed life story memories in older adults. The influence of retrieval context in shaping the scaffolding role of semantic processing in autobiographical memory is discussed.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003EGist-Based Compensation for Age-Related Episodic Decline in Emotional Autobiographical Memory: A Natural Language Analysis of Life\u2019s Highs and Lows\u0026nbsp;\u003C\/strong\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Gist-Based Compensation for Age-Related Episodic Decline in Emotional Autobiographical Memory: A Natural Language Analysis of Life\u2019s Highs and Lows "}],"uid":"27707","created_gmt":"2026-04-29 15:43:34","changed_gmt":"2026-04-29 15:44:05","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-08T12:00:00-04:00","event_time_end":"2026-05-08T14:00:00-04:00","event_time_end_last":"2026-05-08T14:00:00-04:00","gmt_time_start":"2026-05-08 16:00:00","gmt_time_end":"2026-05-08 18:00:00","gmt_time_end_last":"2026-05-08 18:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Room 148 and virtual, ","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"111531","name":"ms defense"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690042":{"#nid":"690042","#data":{"type":"event","title":"PhD Defense by William Berkey","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003EMr. William Berkey\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EThesis\u0026nbsp;Title:\u0026nbsp;\u003C\/strong\u003E\u201cLeveraging Garcia Gonzalez-Derived Glycosylfurans and Dihydrofurans for the Synthesis of Polycyclic Heterocycles\u0022\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EWednesday, May 6th, 2026 at 9:00 AM\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ELocation: EBB\u0026nbsp;Krone (Children\u0027s Healthcare of Atlanta Seminar\u0026nbsp;Room), or Join\u0026nbsp;via Zoom:\u0026nbsp;\u003C\/strong\u003E\u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fus04web.zoom.us%2Fj%2F8616877040%3Fpwd%3Dua4O7imYP0PN0ka3hMctAi8eE8oGpa.1%26omn%3D79273539137\u0026amp;data=05%7C02%7Ctm186%40gtvault.onmicrosoft.com%7Cc9ef8736c857445a6e7b08dea54038b1%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639129892441085508%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=39RMhn0cuyjPwb14cyEkIWMmnfZNF4ejmpkCWzMlwyw%3D\u0026amp;reserved=0\u0022\u003Ehttps:\/\/us04web.zoom.us\/j\/8616877040?pwd=ua4O7imYP0PN0ka3hMctAi8eE8oGpa.1\u0026amp;omn=79273539137\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E(Meeting ID: 861 687 7040; Passcode: U9amTQ)\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ECommittee Members:\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EProf. Stefan France (Advisor)\u003C\/strong\u003E\u0026nbsp;- School of Chemistry and Biochemistry\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EProf. Christopher W. Jones (Advisor)\u003C\/strong\u003E\u0026nbsp;- School of School of Chemical \u0026amp; Biomolecular Engineering\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EProf. Angus\u0026nbsp;P. Wilkinson\u003C\/strong\u003E\u0026nbsp;\u003Cstrong\u003E\u0026nbsp;-\u003C\/strong\u003E\u0026nbsp;School of Chemistry and Biochemistry\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EProf. Will\u003C\/strong\u003E\u0026nbsp;\u003Cstrong\u003ER.\u003C\/strong\u003E\u0026nbsp;\u003Cstrong\u003EGutekunst\u003C\/strong\u003E\u0026nbsp;- School of Chemistry and Biochemistry\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EProf. Joseph Sadighi\u003C\/strong\u003E\u0026nbsp;- School of Chemistry and Biochemistry\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ELeveraging Garcia Gonzalez-Derived Glycosylfurans and Dihydrofurans for the Synthesis of Polycyclic Heterocycles\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Leveraging Garcia Gonzalez-Derived Glycosylfurans and Dihydrofurans for the Synthesis of Polycyclic Heterocycles"}],"uid":"27707","created_gmt":"2026-04-29 15:42:21","changed_gmt":"2026-04-29 15:42:21","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-06T09:00:00-04:00","event_time_end":"2026-05-06T11:00:00-04:00","event_time_end_last":"2026-05-06T11:00:00-04:00","gmt_time_start":"2026-05-06 13:00:00","gmt_time_end":"2026-05-06 15:00:00","gmt_time_end_last":"2026-05-06 15:00:00","rrule":null,"timezone":"America\/New_York"},"location":"EBB Krone (Children\u0027s Healthcare of Atlanta Seminar Room), or Join via Zoom","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"100811","name":"Phd Defense"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690041":{"#nid":"690041","#data":{"type":"event","title":"PhD Defense by Alec Pabarue","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003EMr. Alec Pabarue\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EThesis Title:\u0026nbsp;\u003C\/strong\u003E\u201cAdvances in Enyne Metathesis for the Synthesis of Water-Soluble Monomers and Biomacromolecular Conjugation\u201d\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EWednesday, May 6th, 2026 at 11:30 AM\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ELocation: Howey Physics (classroom L3) or join via Zoom:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fus04web.zoom.us%2Fj%2F79864242007%3Fpwd%3Di9txHSGHr8pkoUpazx9w0AqP3kws5C.1\u0026amp;data=05%7C02%7Ctm186%40gtvault.onmicrosoft.com%7C96ccd03012a74777f02f08dea5469c31%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639129919879760647%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=qdAzfkayWiF5D4WeoKnUV0jZSwaF8JsCSNq4gzJLJtE%3D\u0026amp;reserved=0\u0022\u003E\u003Cstrong\u003Ehttps:\/\/us04web.zoom.us\/j\/79864242007?pwd=i9txHSGHr8pkoUpazx9w0AqP3kws5C.1\u003C\/strong\u003E\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EMeeting ID: 798 6424 2007\u003C\/p\u003E\u003Cp\u003EPasscode: 8GVh8C\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ECommittee Members\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EProf. Will R. 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Champion\u003C\/strong\u003E \u2013 School of Chemical \u0026amp; Biomolecular Engineering\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EAdvances in Enyne Metathesis for the Synthesis of Water-Soluble Monomers and Biomacromolecular Conjugation\u201d\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Advances in Enyne Metathesis for the Synthesis of Water-Soluble Monomers and Biomacromolecular Conjugation\u201d"}],"uid":"27707","created_gmt":"2026-04-29 15:40:27","changed_gmt":"2026-04-29 15:40:27","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-06T11:30:00-04:00","event_time_end":"2026-05-06T13:30:00-04:00","event_time_end_last":"2026-05-06T13:30:00-04:00","gmt_time_start":"2026-05-06 15:30:00","gmt_time_end":"2026-05-06 17:30:00","gmt_time_end_last":"2026-05-06 17:30:00","rrule":null,"timezone":"America\/New_York"},"location":"Howey Physics (classroom L3) or join via Zoom","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"100811","name":"Phd Defense"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689102":{"#nid":"689102","#data":{"type":"event","title":"Baseball vs. Xavier","body":[{"value":"\u003Cp\u003EGeorgia Tech Baseball is your reigning 2025 ACC regular season champs heading into 2026! 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"}],"uid":"36418","created_gmt":"2026-03-20 20:02:14","changed_gmt":"2026-04-29 15:39:54","author":"sgagliano3","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-03T13:00:00-04:00","event_time_end":"2026-05-03T13:00:00-04:00","event_time_end_last":"2026-05-03T13:00:00-04:00","gmt_time_start":"2026-05-03 17:00:00","gmt_time_end":"2026-05-03 17:00:00","gmt_time_end_last":"2026-05-03 17:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Mac Nease Baseball Park at Russ Chandler Stadium","extras":[],"hg_media":{"679121":{"id":"679121","type":"image","title":"GT-thumbnail.jpg","body":null,"created":"1769630224","gmt_created":"2026-01-28 19:57:04","changed":"1769630224","gmt_changed":"2026-01-28 19:57:04","alt":"GT","file":{"fid":"263242","name":"GT-thumbnail.jpg","image_path":"\/sites\/default\/files\/2026\/01\/28\/GT-thumbnail.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/01\/28\/GT-thumbnail.jpg","mime":"image\/jpeg","size":14668,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/01\/28\/GT-thumbnail.jpg?itok=Mq5tBOr7"}}},"media_ids":["679121"],"related_links":[{"url":"https:\/\/ramblinwreck.com\/sports\/m-basebl\/schedule\/","title":"2026 Baseball Schedule"}],"groups":[{"id":"1182","name":"General"},{"id":"200921","name":"GT Athletics"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1793","name":"Sports\/Athletics"}],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"},{"id":"177814","name":"Postdoc"},{"id":"78771","name":"Public"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:gtmarketing@athletics.gatech.edu\u0022\u003Egtmarketing@athletics.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"689763":{"#nid":"689763","#data":{"type":"event","title":"GTCMT Seed Grant Concert","body":[{"value":"\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cp\u003EJoin us on Saturday, May 2, 2026, for the \u003Cem\u003EGTCMT Seed Grant Concert\u003C\/em\u003E at West Village 175. This event highlights the creative outcomes of the GTCMT Seed Grant program, where recipients present original works developed over the course of a semester.\u003C\/p\u003E\u003Cp\u003EThe concert showcases a range of experimental and contemporary musical projects that reflect innovation at the intersection of music, technology, and research. 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Smalley Early Career Professor and Assistant Professor in the School of Industrial and Systems Engineering at Georgia Tech. He completed his PhD in statistics and post-doc in Biomedical Informatics at Harvard University. Dr. Yang\u2019s research focuses on data science, with special interest in time series, dynamical systems, and applications in infectious disease transmission forecasting.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/gatech.zoom.us\/webinar\/register\/WN_rGkOsJm9QLq2T4KXVZ1Mcw#\/registration\u0022\u003ETo attend, please register online via Zoom\u003C\/a\u003E.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EMove beyond slow, traditional reporting and explore how modern AI uses everyday data, like internet queries and sales records, to forecast outbreaks in real-time. 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Udall Center of Excellence for Parkinson\u2019s Disease Research presents:\u003Cbr\u003E\u003Cbr\u003E\u0022Corticostriatal circuits in motor learning, movement control and Parkinson\u2019s disease\u0022\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ESpeaker: Jun Ding\u003Cbr\u003EProfessor of Neurosurgery, and Neurology \u0026amp; Neurological Sciences\u003Cbr\u003EStanford University School of Medicine\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EFriday, May 8, 2026\u003Cbr\u003E12:00 pm (lunch will be provided)\u003Cbr\u003ECNR 1000, 1st floor\u003Cbr\u003EClaudia Nance Rollins Building, Rollins School of Public Health\u003C\/p\u003E\u003Cp\u003EPaid parking available:\u003C\/p\u003E\u003Cp\u003EMichael Street Parking Deck\u003Cbr\u003E550 Houston Mill Road, Atlanta 30322\u003C\/p\u003E\u003Cp\u003E1525 Parking Deck\u003Cbr\u003E1525 Clifton Road, Atlanta, 30322\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe Morris K. 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All GT community members are encouraged to participate.\u003Cbr\u003E\u003Cbr\u003E\u003Cstrong\u003E\ud83d\udc49 \u003C\/strong\u003E\u003Ca href=\u0022https:\/\/forms.office.com\/r\/1nhH0EkHZM\u0022\u003E\u003Cstrong\u003ERegister your art submission HERE\u003C\/strong\u003E\u003C\/a\u003E\u003Cstrong\u003E by July 6\u003C\/strong\u003E\u003Cbr\u003E\u003Cbr\u003E\ud83d\udccb \u003Cstrong\u003ESubmission Requirements\u003C\/strong\u003E\u003C\/p\u003E\u003Cul\u003E\u003Cli\u003EArtwork must be original and created by the submitter\u003C\/li\u003E\u003Cli\u003EMaximum of two submissions per artist\u003C\/li\u003E\u003Cli\u003E\u003Ca href=\u0022https:\/\/forms.office.com\/r\/1nhH0EkHZM\u0022\u003E\u003Cstrong\u003ERegister your art submission\u003C\/strong\u003E\u003C\/a\u003E\u003Cstrong\u003E by July 6\u003C\/strong\u003E\u003C\/li\u003E\u003Cli\u003EDeliver artwork (clearly labeled with name and contact info) to the IBB front desk\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003EJuly 15\u201317, between 8 a.m.-5 p.m. each day\u003C\/strong\u003E\u003C\/li\u003E\u003Cli\u003EAttendance at the July 23 Show is encouraged, but not required\u003C\/li\u003E\u003C\/ul\u003E\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003E\u2b50 \u003Cstrong\u003EAwards - \u003C\/strong\u003E\u003Cem\u003E\u003Cstrong\u003EAll winning pieces to be displayed on the IBB website!\u003C\/strong\u003E\u003C\/em\u003E\u003C\/p\u003E\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003EFan Favorite\u003C\/strong\u003E\u003Cbr\u003EVoted on by IBB Art Gallery visitors from July 20\u201323. 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Click or tap if you trust this link.\u0022\u003Ehttps:\/\/gatech.zoom.us\/j\/96972528891?pwd=wfP5hwf2uLElzalXRKe0aCtPJxomYc.1\u0026amp;from=addon\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003E\u0026nbsp;Advisor\u003C\/strong\u003E: Todd Sulchek, Ph.D. (ME, Georgia Institute of Technology)\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee\u003C\/strong\u003E:\u003C\/p\u003E\u003Cp\u003EAlexander Alexeev, Ph.D. (ME, Georgia Institute of Technology)\u003C\/p\u003E\u003Cp\u003EScott Danielsen, Ph.D. (MSE, Georgia Institute of Technology)\u003C\/p\u003E\u003Cp\u003EDavid Myers, Ph.D. (BME, Georgia Institute of Technology)\u003C\/p\u003E\u003Cp\u003EGuillem Pratx, Ph.D. (Radiology and Medical Physics, Stanford University)\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EOptimization of Forces, Loading Rates and Strain for Cytosolic Delivery using Mechanoporation\u0026nbsp;\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EEfficient intracellular delivery of cargo remains a central challenge in biomedical engineering to improve gene editing, cell therapy production, and cell diagnostics. 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Click or tap if you trust this link.\u0022\u003Ehttps:\/\/gatech.zoom.us\/j\/96972528891?pwd=wfP5hwf2uLElzalXRKe0aCtPJxomYc.1\u0026amp;from=addon\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003E\u0026nbsp;Advisor\u003C\/strong\u003E: Todd Sulchek, Ph.D. (ME, Georgia Institute of Technology)\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee\u003C\/strong\u003E:\u003C\/p\u003E\u003Cp\u003EAlexander Alexeev, Ph.D. (ME, Georgia Institute of Technology)\u003C\/p\u003E\u003Cp\u003EScott Danielsen, Ph.D. (MSE, Georgia Institute of Technology)\u003C\/p\u003E\u003Cp\u003EDavid Myers, Ph.D. (BME, Georgia Institute of Technology)\u003C\/p\u003E\u003Cp\u003EGuillem Pratx, Ph.D. (Radiology and Medical Physics, Stanford University)\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EOptimization of Forces, Loading Rates and Strain for Cytosolic Delivery using Mechanoporation\u0026nbsp;\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Optimization of Forces, Loading Rates and Strain for Cytosolic Delivery using Mechanoporation\u00a0 "}],"uid":"27707","created_gmt":"2026-04-19 04:57:31","changed_gmt":"2026-04-28 19:32:04","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-06T12:30:07-04:00","event_time_end":"2026-05-06T14:00:00-04:00","event_time_end_last":"2026-05-06T14:00:00-04:00","gmt_time_start":"2026-05-06 16:30:07","gmt_time_end":"2026-05-06 18:00:00","gmt_time_end_last":"2026-05-06 18:00:00","rrule":null,"timezone":"America\/New_York"},"location":"EBB CHOA Seminar Room","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"100811","name":"Phd Defense"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"688888":{"#nid":"688888","#data":{"type":"event","title":"Cellular and Tissue Engineering Conference","body":[{"value":"\u003Cp\u003EJoin the Cellular and Tissue Engineering Conference for talks from leaders in the biotechnology industry, career panel discussions, a rapid-fire research competition, and poster session on the current projects. 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Students work in teams to solve an industry problem, develop innovative tools to assist researchers or work on their entrepreneurial ideas.\u003Cbr\u003E\u003Cbr\u003EA list of this semester\u0027s projects is available to view here: \u003Ca href=\u0022http:\/\/capstone.gatech.edu\/projects\u0022\u003Ehttp:\/\/capstone.gatech.edu\/projects\u003C\/a\u003E\u003Cbr\u003E\u003Cbr\u003E\u003Cbr\u003E\u003Cstrong\u003ESCHEDULE:\u003C\/strong\u003E\u003Cbr\u003E3:00 PM \u2013 3:45 PM Invention Studio Open House \u2013 Pre-Registered Participants Only\u003Cbr\u003E4:00 PM: Judges\u2019 Welcome reception dinner and Expo open for attendees\u003Cbr\u003E4:30 PM: Judging begins\u003Cbr\u003E7:00 PM: Awards Ceremony\u003Cbr\u003E8:00 PM: Expo concludes\u003Cbr\u003E\u003Cbr\u003E\u003Cbr\u003ERSVP Link: \u003Ca href=\u0022https:\/\/www.capstone.gatech.edu\/expo\/public-registration\/\u0022\u003Ehttps:\/\/www.capstone.gatech.edu\/expo\/public-registration\/\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe Capstone Design Expo showcases Georgia Tech\u2019s graduating seniors as they present their innovative projects designed and built during the Capstone Design Course.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The Capstone Design Expo showcases Georgia Tech\u2019s graduating seniors as they present their innovative projects designed and built during the Capstone Design Course."}],"uid":"27469","created_gmt":"2026-04-27 14:19:18","changed_gmt":"2026-04-27 14:20:37","author":"Kristen Bailey","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-04-28T15:00:00-04:00","event_time_end":"2026-04-28T20:00:00-04:00","event_time_end_last":"2026-04-28T20:00:00-04:00","gmt_time_start":"2026-04-28 19:00:00","gmt_time_end":"2026-04-29 00:00:00","gmt_time_end_last":"2026-04-29 00:00:00","rrule":null,"timezone":"America\/New_York"},"location":"McCamish Pavilion, Georgia Tech Campus","extras":[],"related_links":[{"url":"https:\/\/www.capstone.gatech.edu\/expo\/public-registration\/","title":"RSVP"}],"groups":[{"id":"1182","name":"General"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1789","name":"Conference\/Symposium"}],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"},{"id":"177814","name":"Postdoc"},{"id":"78771","name":"Public"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:expo@capstone.gatech.edu\u0022 title=\u0022mailto:expo@capstone.gatech.edu\u0022\u003Eexpo@capstone.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690021":{"#nid":"690021","#data":{"type":"event","title":"PhD Defense by Zilong Wang","body":[{"value":"\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ETitle: Applications of Optimization and Causal Inference\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDate: Wednesday, May 6, 2026\u003C\/p\u003E\u003Cp\u003ETime: 3:00 pm \u2013 5:00 pm ET\u003C\/p\u003E\u003Cp\u003ELocation: Remote on Zoom \u2014 \u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fgatech.zoom.us%2Fj%2F93388746171%3Fpwd%3DIknDRQHq8fIL8QJi7YQTV9kveeYnxp.1\u0026amp;data=05%7C02%7Ctm186%40gtvault.onmicrosoft.com%7Cddc37aace4634964f88c08dea44dab71%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639128850683090519%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=gTtMhNY6zp0rgcPU2wxG1ZoFjhfiVj6ZL5%2FQb240mOM%3D\u0026amp;reserved=0\u0022\u003Ehttps:\/\/gatech.zoom.us\/j\/93388746171?pwd=IknDRQHq8fIL8QJi7YQTV9kveeYnxp.1\u003C\/a\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EMeeting ID: 933 8874 6171\u003C\/p\u003E\u003Cp\u003EPasscode: 734561\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ECommittee:\u003C\/p\u003E\u003Cp\u003EDr. Turgay Ayer (Advisor), Virginia C. and Joseph C. Mello Endowed Chair, H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003EDr. Shihao Yang, Harold E. Smalley Early Career Professor, H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003EDr. Santanu Dey, Anderson-Interface Chair and Professor, H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003EDr. David Goldsman, Coca-Cola Foundation Professor, H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003EDr. Jagpreet Chhatwal, Director, Center for Health Technology Assessment, Mass General Brigham; Associate Professor, Harvard Medical School\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAbstract:\u003C\/p\u003E\u003Cp\u003EThis thesis develops methods for causal learning under\u003C\/p\u003E\u003Cp\u003Edata scarcity and distributional shift, combining transfer learning,\u003C\/p\u003E\u003Cp\u003Ekernel learning, and doubly robust semi-parametric estimation in public health\u0026nbsp;\u003C\/p\u003E\u003Cp\u003Eand personalized medicine.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe first part develops Transfer Learning Random Forests (TLRF) for\u003C\/p\u003E\u003Cp\u003Ecounty-level epidemic growth-rate estimation and outbreak prioritization\u003C\/p\u003E\u003Cp\u003Eunder fixed public-health capacity. Its core technical step is a\u003C\/p\u003E\u003Cp\u003Eproxy-identification argument that recasts latent\u003C\/p\u003E\u003Cp\u003Egrowth-rate estimation as conditional mean learning on observable\u003C\/p\u003E\u003Cp\u003Elog-difference outcomes, followed by adaptive spatiotemporal transfer\u003C\/p\u003E\u003Cp\u003Evia random-forest weighting. In a retrospective comparison against\u003C\/p\u003E\u003Cp\u003Ehistorical decisions by the Colorado Department of Public Health and\u003C\/p\u003E\u003Cp\u003EEnvironment, TLRF yields substantially higher investigation positive\u003C\/p\u003E\u003Cp\u003Epredictive value (including a 224% relative improvement as a point\u003C\/p\u003E\u003Cp\u003Eestimate under the same decision budget).\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe second part develops a causal-kernel subgroup discovery framework:\u003C\/p\u003E\u003Cp\u003ENeyman-orthogonalized CATE estimation and kernel learning under the\u003C\/p\u003E\u003Cp\u003ERobinson decomposition are followed by kernelized convex clustering to\u003C\/p\u003E\u003Cp\u003Eidentify subpopulations defined by treatment responsiveness rather than\u003C\/p\u003E\u003Cp\u003Ecovariate similarity alone. This component turns treatment-effect\u003C\/p\u003E\u003Cp\u003Eheterogeneity into decision-ready subgroup structure to support\u003C\/p\u003E\u003Cp\u003Ehypothesis generation, follow-up trial enrichment, and targeted\u003C\/p\u003E\u003Cp\u003Eintervention design.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe third part develops a placebo-anchored transfer framework for\u003C\/p\u003E\u003Cp\u003Etransporting individualized treatment effects across heterogeneous\u003C\/p\u003E\u003Cp\u003Etrials under covariate shift, including settings where the target\u003C\/p\u003E\u003Cp\u003Epopulation has limited or no treated outcomes. A sparsity-driven,\u003C\/p\u003E\u003Cp\u003ELASSO-based proxy-gold transfer correction is integrated with\u003C\/p\u003E\u003Cp\u003Ecross-fitted doubly robust estimation to support target-population\u003C\/p\u003E\u003Cp\u003Eeffect learning under explicit transport assumptions. This provides a\u003C\/p\u003E\u003Cp\u003Epractical evidence-synthesis pathway for target-population decision\u003C\/p\u003E\u003Cp\u003Esupport when standard IPD meta-analysis assumptions are not fully met.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAcross these three settings, the unifying theme is principled\u003C\/p\u003E\u003Cp\u003Einformation borrowing: semiparametric identification, orthogonalized\u003C\/p\u003E\u003Cp\u003Ecausal kernel learning, and transfer-based doubly robust inference for\u003C\/p\u003E\u003Cp\u003Edecision-making when target data alone are insufficient.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EApplications of Optimization and Causal Inference\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Applications of Optimization and Causal Inference"}],"uid":"27707","created_gmt":"2026-04-27 12:12:17","changed_gmt":"2026-04-27 12:12:47","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-06T15:00:00-04:00","event_time_end":"2026-05-06T17:00:00-04:00","event_time_end_last":"2026-05-06T17:00:00-04:00","gmt_time_start":"2026-05-06 19:00:00","gmt_time_end":"2026-05-06 21:00:00","gmt_time_end_last":"2026-05-06 21:00:00","rrule":null,"timezone":"America\/New_York"},"location":"ZOOM","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"100811","name":"Phd Defense"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690018":{"#nid":"690018","#data":{"type":"event","title":"PhD Defense by Xinling Li","body":[{"value":"\u003Cp\u003EIn partial fulfillment of the requirements for the degree of\u003C\/p\u003E\u003Cp\u003EDoctor of Philosophy in Bioinformatics\u003C\/p\u003E\u003Cp\u003Ein the Department of for\u0026nbsp;Biomedical Engineering\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EXinling Li\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EWill defend her thesis:\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EQuantitative Approaches for Identifying the Limitation of Single-cell Sequencing Technologies and Applying Sequencing Technologies in the Study of Infectious Diseases and Cancer\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EMay 7, 2026\u003C\/p\u003E\u003Cp\u003E10:00 AM \u2013 12:00 PM (EST)\u003C\/p\u003E\u003Cp\u003EEBB 4029\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/teams.microsoft.com\/meet\/23036548151103?p=UplOBRjEVYTj2NYCAm\u0022 target=\u0022_blank\u0022 title=\u0022https:\/\/teams.microsoft.com\/meet\/23036548151103?p=UplOBRjEVYTj2NYCAm\u0022\u003Ehttps:\/\/teams.microsoft.com\/meet\/23036548151103?p=UplOBRjEVYTj2NYCAm\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EThesis Advisor:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDr. Peng Qiu\u003C\/p\u003E\u003Cp\u003EDepartment of for\u0026nbsp;Biomedical Engineering\u003C\/p\u003E\u003Cp\u003EGeorgia Institute of Technology\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee Members:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDr. Gabe Kwong\u003C\/p\u003E\u003Cp\u003EDepartment of for\u0026nbsp;Biomedical Engineering\u003C\/p\u003E\u003Cp\u003EGeorgia Institute of Technology\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDr. Greg Gibson\u003C\/p\u003E\u003Cp\u003ESchool of Biological Sciences\u003C\/p\u003E\u003Cp\u003EGeorgia Institute of Technology\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDr. May Wang\u003C\/p\u003E\u003Cp\u003EDepartment of for\u0026nbsp;Biomedical Engineering\u003C\/p\u003E\u003Cp\u003EGeorgia Institute of Technology\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDr. M.G. Finn\u003C\/p\u003E\u003Cp\u003ESchool of Chemistry and Biochemistry\u003C\/p\u003E\u003Cp\u003EGeorgia Institute of Technology\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbstract:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EThis thesis focuses on identification of the limitation of single-cell sequencing technologies, and development of pipeline and models for analyzing sequencing data. The aim of this work is to contribute to a deeper understanding of sequencing technologies and a better utilization of the technologies in solving challenges in infectious diseases and cancer research. We first identified systematic under-detection of genes in scRNA-seq and Visium data through analyses of paired bulk RNA-seq\u0026nbsp;and single-cell genomics\u0026nbsp;datasets. These genes were enriched for poly(T) motifs near their 3\u2032 ends, leading to the hypothesis that such motifs may form hairpin structures with poly(A) tails of mRNA transcripts, reducing capture efficiency during library preparation and explaining their lower detection compared to bulk RNA-seq.\u0026nbsp;We also proposed a framework integrating graphical models and conventional machine learning to leverage scRNA-seq data for predicting COVID-19 severity and identifying biomarkers. Graphical models effectively distinguished healthy individuals from infected patients (F1-score \u0026gt; 0.9), while traditional machine learning accurately classified disease severity (F1-score \u0026gt; 0.99), revealing meaningful molecular signatures.\u0026nbsp;In addition, we developed a bioinformatics pipeline to predict\u0026nbsp;existence of\u0026nbsp;proteases across bacterial species by leveraging known bacteria\u2013protease relationships. Through large-scale protein\u2013genome alignments, we identified previously unreported proteases across bacterial genomes that cause severe infectious diseases, with validation from bulk RNA-seq data.\u0026nbsp;Finally, we constructed mathematical models based on mass action kinetics to evaluate multi-arm protease sensors, demonstrating their potential advantages in cancer detection. Overall, this work highlights limitations of current sequencing technologies and provides computational solutions to enhance their utility\u0026nbsp;in early cancer detection and\u0026nbsp;infectious disease\u0026nbsp;treatment and diagnostics.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EQuantitative Approaches for Identifying the Limitation of Single-cell Sequencing Technologies and Applying Sequencing Technologies in the Study of Infectious Diseases and Cancer\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Quantitative Approaches for Identifying the Limitation of Single-cell Sequencing Technologies and Applying Sequencing Technologies in the Study of Infectious Diseases and Cancer"}],"uid":"27707","created_gmt":"2026-04-24 19:13:12","changed_gmt":"2026-04-26 23:43:39","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-07T10:00:00-04:00","event_time_end":"2026-05-07T12:00:00-04:00","event_time_end_last":"2026-05-07T12:00:00-04:00","gmt_time_start":"2026-05-07 14:00:00","gmt_time_end":"2026-05-07 16:00:00","gmt_time_end_last":"2026-05-07 16:00:00","rrule":null,"timezone":"America\/New_York"},"location":"EBB 4029","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"100811","name":"Phd Defense"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"61731":{"#nid":"61731","#data":{"type":"event","title":"Faculty Candidate Seminar: Regularization and Variable Selection via the Elastic Net","body":[{"value":"\u003Cp\u003ERegularization and Variable Selection via the Elastic Net\u003C\/p\u003E\u003Cp\u003EHui Zou\u003Cbr\u003EDepartment of Statistics\u003Cbr\u003EStanford University\u003C\/p\u003E\u003Cp\u003EIn the practice of statistical modeling, it is often desirable to have an accurate predictive model with a sparse representation. The lasso is a promising model building technique, performing continuous shrinkage and variable selection simultaneously. Although the lasso has shown success in many situations, it may produce unsatisfactory results in some scenarios: (1) the number of predictors (greatly) exceeds the number of observations; (2) the predictors are highly correlated and form\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"Faculty Candidate Seminar: Regularization and Variable Selection via the Elastic Net","format":"limited_html"}],"field_summary_sentence":[{"value":"Faculty Candidate Seminar: Regularization and Variable Selection via the Elastic Net"}],"uid":"27279","created_gmt":"2010-10-08 11:38:59","changed_gmt":"2026-04-24 19:42:44","author":"Barbara Christopher","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2005-01-01T00:00:00-05:00","event_time_end":"2005-01-01T23:59:59-05:00","event_time_end_last":"2005-01-01T23:59:59-05:00","gmt_time_start":"2005-01-01 05:00:00","gmt_time_end":"2005-01-02 04:59:59","gmt_time_end_last":"2005-01-02 04:59:59","rrule":null,"timezone":"America\/New_York"},"extras":[],"groups":[{"id":"1242","name":"School of Industrial and Systems Engineering (ISYE)"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1795","name":"Seminar\/Lecture\/Colloquium"}],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Cstrong\u003EBarbara Christopher\u003C\/strong\u003E\u003Cbr\u003EIndustrial and Systems Engineering\u003Cbr\u003E\u003Ca href=\u0022http:\/\/www.gatech.edu\/contact\/index.html?id=bt3\u0022\u003EContact Barbara Christopher\u003C\/a\u003E\u003Cbr\u003E\u003Cstrong\u003E404.385.3102\u003C\/strong\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690019":{"#nid":"690019","#data":{"type":"event","title":"PhD Proposal by Bodhisatwa Chatterjee","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETitle\u003C\/strong\u003E: Predicting Dynamic Program Behavior with Compiler-Guided Machine Learning\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDate\u003C\/strong\u003E: Monday, April 27th, 2026\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ETime\u003C\/strong\u003E: 1:00 - 3:00 PM EST\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ELocation\u003C\/strong\u003E: Klaus 2108\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EVirtual Link\u003C\/strong\u003E: Zoom (\u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fgatech.zoom.us%2Fj%2F92124146699%3Fpwd%3DHZbNuDUQntsJGfjLNaflLph0oQVl3E.1\u0026amp;data=05%7C02%7Ctm186%40gtvault.onmicrosoft.com%7Cd265fca0ab844136646208dea16de20b%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639125690515632063%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=zx4POYmFkHu208kt1ZwHcF4GBBrWmj9JCPj%2FxFmFOfk%3D\u0026amp;reserved=0\u0022\u003Ehttps:\/\/gatech.zoom.us\/j\/92124146699?pwd=HZbNuDUQntsJGfjLNaflLph0oQVl3E.1\u003C\/a\u003E)\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EBodhisatwa Chatterjee\u003C\/strong\u003E\u003Cbr\u003EPh.D. Student\u003C\/p\u003E\u003Cp\u003ESchool of Computer Science\u003C\/p\u003E\u003Cp\u003ECollege of Computing\u003C\/p\u003E\u003Cp\u003EGeorgia Institute of Technology\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDr. Santosh Pande (Advisor) \u2013 School of Computer Science, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003EDr. Qirun Zhang \u2013 School of Computer Science, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003EDr. Vijay Ganesh \u2013 School of Computer Science, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003EDr. Willow Ahrens \u2013 School of Computer Science, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAbstract\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAccurate knowledge of program execution behavior is critical for both compiler optimizations and system-level resource management. However, modern workloads exhibit complex, input-dependent behavior with irregular control flow and dynamic phase changes, making static reasoning inadequate. While dynamic optimization techniques offer an alternative, their high analysis overhead often negates potential performance gains. In this work, we propose \u003Cem\u003Elightweight predictive techniques that leverage runtime values and machine learning models to estimate loop characteristics in a just-in-time manner at loop boundaries\u003C\/em\u003E. Although such predictions do not provide strict guarantees, we demonstrate empirically that they enable a range of \u201csoft\u201d optimizations that yield significant performance improvements.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EIn our first work, we showcase \u003Cstrong\u003ECompiler-Guided Cache Apportioning System (Com-CAS)\u003C\/strong\u003E\u0026nbsp;for effectively apportioning the shared Last-Level Cache (LLC), through the \u003Cem\u003Euse of runtime and compile-time cooperative framework\u003C\/em\u003E. In our second work, we extend this approach to estimate trip count for irregular loops, and present\u003Cstrong\u003E\u0026nbsp;Beacons Framework\u003C\/strong\u003E, an end-to-end system that estimates dynamic loop characteristics and leverages them for proactive workload scheduling.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EIn our third work, we introduce\u003Cstrong\u003E\u0026nbsp;Phaedrus\u003C\/strong\u003E, a framework for profile-driven software optimization via predictive modeling of dynamic application behavior. Phaedrus combines \u003Cem\u003Eapplication profile generalization\u003C\/em\u003E\u0026nbsp;and \u003Cem\u003Eapplication profile synthesis\u003C\/em\u003E, integrating generative deep learning models and LLMs with static compiler analysis to predict function calls and control-flow behavior. 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Secondly, we plan to leverage \u003Cem\u003Edomain knowledge and large language models in understanding program intent\u003C\/em\u003E\u0026nbsp;and map it to more efficient algorithmic variants tailored to specific inputs.\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EPredicting Dynamic Program Behavior with Compiler-Guided Machine Learning\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Predicting Dynamic Program Behavior with Compiler-Guided Machine Learning"}],"uid":"27707","created_gmt":"2026-04-24 19:16:18","changed_gmt":"2026-04-24 19:16:46","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-04-27T13:00:00-04:00","event_time_end":"2026-04-27T15:00:33-04:00","event_time_end_last":"2026-04-27T15:00:33-04:00","gmt_time_start":"2026-04-27 17:00:00","gmt_time_end":"2026-04-27 19:00:33","gmt_time_end_last":"2026-04-27 19:00:33","rrule":null,"timezone":"America\/New_York"},"location":"Klaus 2108","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"102851","name":"Phd proposal"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690017":{"#nid":"690017","#data":{"type":"event","title":"PhD Defense by M\u00f3nica Monge Lor\u00eda","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003EMs. M\u00f3nica Monge Lor\u00eda\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EThesis Title: \u0022Secondary metabolite induction in marine commensals through coculture and OSMAC approaches\u0022\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EFriday May 8th, 2026 at 2:00 PM\u003C\/p\u003E\u003Cp\u003EMarcus Nanotechnology Research Center 1117\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EOr join via Zoom:\u0026nbsp;\u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fgatech.zoom.us%2Fj%2F97435049677%3Fpwd%3DZQyGahgI0FyrOWLDSQ5UR19cKtSuCT.1\u0026amp;data=05%7C02%7Ctm186%40gtvault.onmicrosoft.com%7C6e7742759a3042e24aa708dea22cd691%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639126510641688839%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=UAjkDz3coAfpnrjHH0vxTz8sOnhMeqHaiJmTi631yq4%3D\u0026amp;reserved=0\u0022 target=\u0022_blank\u0022 title=\u0022https:\/\/gatech.zoom.us\/j\/97435049677?pwd=ZQyGahgI0FyrOWLDSQ5UR19cKtSuCT.1\u0022\u003Ehttps:\/\/gatech.zoom.us\/j\/97435049677?pwd=ZQyGahgI0FyrOWLDSQ5UR19cKtSuCT.1\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cbr\u003E\u003Cbr\u003EMeeting ID: 974 3504 9677\u003Cbr\u003EPasscode: 803995\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ECommittee members:\u003C\/p\u003E\u003Cp\u003EDr. Neha Garg (Advisor) - 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Now being held at the Westside Cultural Arts Center, we hope to see everyone there.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGT Salsa is hosting its Salsa Biannual so people can come enjoy a night of workshops, dancing, and listening to the best salsa and bachata music there is.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"GT Salsa is hosting its Salsa Biannual so people can come enjoy a night of workshops, dancing, and listening to the best salsa and bachata music there is."}],"uid":"36837","created_gmt":"2026-04-24 16:06:25","changed_gmt":"2026-04-24 16:07:44","author":"ejenkins47","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-04-24T20:30:00-04:00","event_time_end":"2026-04-25T01:30:00-04:00","event_time_end_last":"2026-04-25T01:30:00-04:00","gmt_time_start":"2026-04-25 00:30:00","gmt_time_end":"2026-04-25 05:30:00","gmt_time_end_last":"2026-04-25 05:30:00","rrule":null,"timezone":"America\/New_York"},"location":"Westside Cultural Arts Center, 760 10th St NW, Atlanta, GA 30318","extras":[],"groups":[{"id":"1182","name":"General"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1792","name":"Arts and Performance"},{"id":"194680","name":"Performance"},{"id":"1791","name":"Student sponsored"}],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:mlopez322@gatech.edu\u0022\u003E\u003Cstrong\u003EMario Lopez\u003C\/strong\u003E\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690002":{"#nid":"690002","#data":{"type":"event","title":"Ph.D. Proposal Oral Exam - Junmo Lee","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETitle:\u0026nbsp; \u003C\/strong\u003E\u003Cem\u003EFabrication-to-System Co-Optimization of Functional Oxide Thin-Film Capacitors Toward Scalable Monolithic 3D Computing\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDr. Yu, Advisor\u003C\/p\u003E\u003Cp\u003EDr. Khan, Chair\u003C\/p\u003E\u003Cp\u003EDr. Datta\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe objective of the proposed research is to establish a fabrication-to-system co-optimization approach for the development of novel functional oxide thin-film capacitors. Despite the rapid expansion of AI hardware aimed at overcoming the limitations of conventional computing systems, the separation of memory and compute units continues to impose fundamental constraints on scalability and energy efficiency. To address these challenges, this study focuses on exploring scalable M3D computing paradigms using BEOL-compatible functional oxide thin-film capacitors. By establishing a device-to-system benchmarking framework for advanced technology nodes, this work provides a foundation for systematically evaluating emerging devices under future technology nodes. Furthermore, BEOL-integrated memory and power devices that satisfy fabrication constraints and system-level requirements are experimentally demonstrated and engineered at both the device and circuit levels to validate the proposed M3D computing approaches. In particular, a non-volatile capacitive memory device and a high-voltage superlattice capacitor, serving as two important building blocks for M3D computing paradigms, are developed in this work. Through efforts spanning systematic framework development, experimental device demonstration, and device optimization, this research aims to pave the way toward next-generation scalable computing hardware.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Fabrication-to-System Co-Optimization of Functional Oxide Thin-Film Capacitors Toward Scalable Monolithic 3D Computing"}],"uid":"28475","created_gmt":"2026-04-24 15:57:21","changed_gmt":"2026-04-24 15:58:46","author":"Daniela Staiculescu","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-04-28T14:00:00-04:00","event_time_end":"2026-04-28T16:00:00-04:00","event_time_end_last":"2026-04-28T16:00:00-04:00","gmt_time_start":"2026-04-28 18:00:00","gmt_time_end":"2026-04-28 20:00:00","gmt_time_end_last":"2026-04-28 20:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Online","extras":[],"related_links":[{"url":"https:\/\/teams.microsoft.com\/meet\/21788477954851?p=lgC2dfzxAiek49FQsA","title":"Microsoft Teams Link "}],"groups":[{"id":"434371","name":"ECE Ph.D. Proposal Oral Exams"}],"categories":[],"keywords":[{"id":"102851","name":"Phd proposal"},{"id":"1808","name":"graduate students"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"690001":{"#nid":"690001","#data":{"type":"event","title":"Ph.D. Proposal Oral Exam - Michael Probst","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETitle:\u0026nbsp; \u003C\/strong\u003E\u003Cem\u003ETopology Optimization for Novel Geometries and Designs\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDr. Ralph, Advisor\u003C\/p\u003E\u003Cp\u003EDr. Cai, Chair\u003C\/p\u003E\u003Cp\u003EDr. Pestourie\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe objective of the proposed research is to\u0026nbsp; enhance conventional topology optimization in three areas: (1) demonstrate topology optimization for devices with nonvertical etches and layers, (2) devolop topology optimization routines to maximize nonlinear effects such as second harmonic generation, and (3) train machine learning enhancements on initial design runs to improve device performance and decrease optimization runtime of all future devices. The contribution of these aims is to make topology optimization applicable to a larger class of design problems. The topology optimization improvements for geometries with nonvertical etches and layers are a realistic, real-world challenge. They are commonly used fabrication techniques and by developing algorithms for these types of devices, the scope of topology optimization is improved. Nonlinear effects have seen little work done in a topology optimization context. For this reason, nonlinear devices typically implement intuitive device geometries such as waveguides, rings, and cavities. Extending topology optimization to these problems can drastically improve the performance or decrease the footprint of such devices, as has already been demonstrated in linear structures. Training reusable filters seeks to mitigate the computation complexity of topology optimization by preconditioning optimizers to quickly find high-performing devices, without the need to start from zero for every device. This will dramatically improve the utility of topology optimization for problems such as designing a process design kit, or designing multiple devices with slightly different purposes (e.g. arbitrary ratio splitters or devices operating at different wavelengths).\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Topology Optimization for Novel Geometries and Designs"}],"uid":"28475","created_gmt":"2026-04-24 15:52:47","changed_gmt":"2026-04-24 15:54:12","author":"Daniela Staiculescu","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-04-28T03:00:00-04:00","event_time_end":"2026-04-28T17:00:00-04:00","event_time_end_last":"2026-04-28T17:00:00-04:00","gmt_time_start":"2026-04-28 07:00:00","gmt_time_end":"2026-04-28 21:00:00","gmt_time_end_last":"2026-04-28 21:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Room 509, TSRB","extras":[],"groups":[{"id":"434371","name":"ECE Ph.D. Proposal Oral Exams"}],"categories":[],"keywords":[{"id":"102851","name":"Phd proposal"},{"id":"1808","name":"graduate students"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689998":{"#nid":"689998","#data":{"type":"event","title":"Ph.D. Proposal Oral Exam - Md Mizanur Rahaman Nayan","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETitle:\u0026nbsp; \u003C\/strong\u003E\u003Cem\u003EMitigation of memory wall impact in computing systems through cross layer co-design\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDr. Naeemi, Advisor\u003C\/p\u003E\u003Cp\u003EDr. Krishna, Chair\u003C\/p\u003E\u003Cp\u003EDr. Mukhopadhyay\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe objective of this research is to develop cross-layer co-designed computing systems that mitigate the memory wall in modern data-intensive workloads by reducing data movement and improving energy efficiency through coordinated innovations across algorithms, architecture, circuits, and emerging memory technologies. As workloads such as deep neural networks, large-scale vector search, and scientific data analytics continue to scale, system performance is increasingly limited by memory bandwidth rather than compute capability, creating significant latency and energy bottlenecks. To address this challenge, this research proposes several complementary computing frameworks. First, Axon, a novel systolic array architecture, improves in-array data orchestration and enables efficient hardware support for convolution operations, reducing runtime and memory traffic with minimal hardware overhead. Second, HyDra, a hyperdimensional computing accelerator based on spin\u2013orbit torque content-addressable memory (SOT-CAM), performs key operations such as binding, permutation, and similarity search directly within memory arrays to minimize data movement. Third, HERP, a system-level platform, demonstrates the practical benefits of these approaches by accelerating large-scale database search and clustering for mass-spectrometry-based proteomics. Future work will extend Axon with multi-GEMM streaming using a \u201cread-as-ready\u201d scheduling method and evaluate it against state-of-the-art accelerators toward chip tape-out. The research will also explore scalable in-memory approximate nearest neighbor search (ANNS) using SOT-CAM and investigate a 3-bit weighted XOR-CAM unit to further improve the accuracy and efficiency of in-memory similarity search engines.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Mitigation of memory wall impact in computing systems through cross layer co-design"}],"uid":"28475","created_gmt":"2026-04-24 15:26:47","changed_gmt":"2026-04-24 15:28:21","author":"Daniela Staiculescu","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-05T11:00:00-04:00","event_time_end":"2026-05-05T13:00:00-04:00","event_time_end_last":"2026-05-05T13:00:00-04:00","gmt_time_start":"2026-05-05 15:00:00","gmt_time_end":"2026-05-05 17:00:00","gmt_time_end_last":"2026-05-05 17:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Room 231A, MiRC","extras":[],"related_links":[{"url":"https:\/\/teams.microsoft.com\/meet\/256283274335097?p=M6N0bfhndqkYcvchd4","title":"Microsoft Teams Link "}],"groups":[{"id":"434371","name":"ECE Ph.D. Proposal Oral Exams"}],"categories":[],"keywords":[{"id":"102851","name":"Phd proposal"},{"id":"1808","name":"graduate students"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689995":{"#nid":"689995","#data":{"type":"event","title":"Georgia CTSA Lunch \u0026 Learn Series with Informatics Experts","body":[{"value":"\u003Cp\u003E\u003Cbr\u003E\u003Ca href=\u0022https:\/\/events.teams.microsoft.com\/event\/9df30af0-18a5-4690-9a07-c982e14379b3@e004fb9c-b0a4-424f-bcd0-322606d5df38\u0022\u003EREGISTER HERE\u003C\/a\u003E \u003Cstrong\u003Efor virtual participation link\u003C\/strong\u003E\u003Cbr\u003E\u003Cbr\u003E\u003Ca href=\u0022https:\/\/med.emory.edu\/directory\/profile\/?u=JGICHOY\u0022\u003E\u003Cstrong\u003EJudy Gichoya, M.D., M.S.\u003C\/strong\u003E\u003C\/a\u003E\u003Cbr\u003E\u003Cstrong\u003EAssociate Professor\u003C\/strong\u003E\u003Cbr\u003E\u003Cstrong\u003EDepartment of Radiology and Imaging Sciences\u0026nbsp;\u003C\/strong\u003E\u003Cbr\u003E\u003Cstrong\u003EEmory University School of Medicine\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EExplore how expertise is evolving in the age of AI. Dr. Gichoya will share insights from four years of the HITI Lab Datathon, highlighting lessons on data science, training, and real-world applications of AI in healthcare.\u003C\/p\u003E\u003Cp\u003EBIO\u003Cbr\u003EDr. Gichoya is the William and Kay Casarella Professor of Radiology at Emory University and leads the HITI (Healthcare AI Innovation and Translational Informatics) lab. Her work is centered around using data science to study health equity. Her group works in 4 areas - building diverse datasets for machine learning (for example the Emory Breast dataset); evaluating AI for bias and fairness; validating AI in the real world setting and training the next generation of data scientists (both clinical and technical students) through hive learning and village mentoring. She serves as the program director for radiology: AI trainee editorial board and the Emory University medical students machine learning elective. She has mentored over 60 students across the world (now successful faculty, post doc, PHD, and industry employees) from several institutions around the world. She has received several awards including the most influential radiology researcher in 2022 and is a 2023 Emerging Scholar at the National Academy of Medicine.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u0022What Does it Mean to be an Expert in the Era of AI? Lessons from 4 Years of the HITI Lab Datathon\u0022 - Judy Gichoya, M.D., Emory University School of Medicine\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"\u0022What Does it Mean to be an Expert in the Era of AI? Lessons from 4 Years of the HITI Lab Datathon\u0022 - Judy Gichoya, M.D., Emory University School of Medicine"}],"uid":"27195","created_gmt":"2026-04-24 15:19:53","changed_gmt":"2026-04-24 15:25:16","author":"Colly Mitchell","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-13T12:00:00-04:00","event_time_end":"2026-05-13T13:00:00-04:00","event_time_end_last":"2026-05-13T13:00:00-04:00","gmt_time_start":"2026-05-13 16:00:00","gmt_time_end":"2026-05-13 17:00:00","gmt_time_end_last":"2026-05-13 17:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Virtual - see description","extras":[],"groups":[{"id":"655285","name":"GT Commercialization"},{"id":"1292","name":"Parker H. Petit Institute for Bioengineering and Bioscience (IBB)"},{"id":"1254","name":"Wallace H. Coulter Dept. of Biomedical Engineering"}],"categories":[],"keywords":[{"id":"187423","name":"go-bio"},{"id":"189814","name":"go-researchevents"},{"id":"188880","name":"go-bio-commercialization"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1795","name":"Seminar\/Lecture\/Colloquium"}],"invited_audience":[{"id":"194945","name":"Alumni"},{"id":"78761","name":"Faculty\/Staff"},{"id":"177814","name":"Postdoc"},{"id":"78771","name":"Public"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689994":{"#nid":"689994","#data":{"type":"event","title":"Ph.D. Dissertation Defense - Ruochu Yang","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETitle\u003C\/strong\u003E\u003Cem\u003E:\u0026nbsp; Towards Human-level Planning for Underwater and Household Robots in Large Complicated Environments\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDr. Yorai Wardi, ECE, Chair, Advisor\u003C\/p\u003E\u003Cp\u003EDr. Fumin Zhang, ECE\u003C\/p\u003E\u003Cp\u003EDr. Matthieu Bloch, ECE\u003C\/p\u003E\u003Cp\u003EDr. Maegan Tucker, ECE\u003C\/p\u003E\u003Cp\u003EDr. Haomin Zhou, Math\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThis thesis develops planning, monitoring, and interaction frameworks that advance robots towards human-level planning intelligence in large, complicated environments. Across six chapters, we progress from domain-specific autonomous systems to general planning algorithms, spanning underwater and household robotics. In the marine domain, we build GENIoS_Python for real-time flow-informed glider navigation and an anomaly detection algorithm for autonomous health monitoring - together forming a complete autonomous glider operation stack. We then develop OceanChat and OceanPlan, which for the first time enable natural language AUV piloting through LLM-guided hierarchical task and motion planning with replanning. Transitioning to household robotics, we propose Inter-LLM, an interleaved LLM and motion planning algorithm that grounds semantic reasoning with physical execution costs for scalable multi-object collection. Finally, we present Inter-POMDP, an interleaved POMDP planning algorithm that systematically handles extensive uncertainty in multi-object search across unknown multi-room environments. Unifying these contributions is a consistent pursuit: like humans, robots should decompose complex missions hierarchically, adapt to unexpected situations in real time, reason jointly about semantics and physics, and interact with users through natural language. We believe the frameworks developed in this thesis represent meaningful steps towards this vision.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Towards Human-level Planning for Underwater and Household Robots in Large Complicated Environments "}],"uid":"28475","created_gmt":"2026-04-24 15:00:23","changed_gmt":"2026-04-24 15:01:47","author":"Daniela Staiculescu","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-21T13:00:00-04:00","event_time_end":"2026-05-21T15:00:00-04:00","event_time_end_last":"2026-05-21T15:00:00-04:00","gmt_time_start":"2026-05-21 17:00:00","gmt_time_end":"2026-05-21 19:00:00","gmt_time_end_last":"2026-05-21 19:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Room 523A, TSRB","extras":[],"related_links":[{"url":"https:\/\/gatech.zoom.us\/j\/9329600564?pwd=Mml6U1A0emdiS3FMOEFpRWRiMzQ0QT09","title":"Zoom link"}],"groups":[{"id":"434381","name":"ECE Ph.D. Dissertation Defenses"}],"categories":[],"keywords":[{"id":"100811","name":"Phd Defense"},{"id":"1808","name":"graduate students"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689993":{"#nid":"689993","#data":{"type":"event","title":"Paper \u0026 Clay: Spring Succulent Painting!","body":[{"value":"\u003Cp\u003ECelebrate the end of the semester with Paper \u0026amp; Clay\u0027s Spring Succulent Painting!\u003C\/p\u003E\u003Cp\u003ERelax with complementary beverages and come paint a succulent planter with a plant to go with it - pots, plants, and paints provided!\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ESpots are limited so sign up to reserve yours: https:\/\/gatech.universitytickets.com\/w\/event.aspx?id=2259\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ECelebrate the end of the semester with Paper \u0026amp; Clay\u0027s Spring Succulent Painting!\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Join Paper \u0026 Clay for our year end planter painting event!"}],"uid":"35264","created_gmt":"2026-04-24 14:51:25","changed_gmt":"2026-04-24 14:54:54","author":"awashington44","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-06T15:00:00-04:00","event_time_end":"2026-05-06T17:00:00-04:00","event_time_end_last":"2026-05-06T17:00:00-04:00","gmt_time_start":"2026-05-06 19:00:00","gmt_time_end":"2026-05-06 21:00:00","gmt_time_end_last":"2026-05-06 21:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Paper \u0026 Clay","extras":[],"hg_media":{"680059":{"id":"680059","type":"image","title":"Paper \u0026 Clay: Spring succulent painting!","body":"\u003Cp\u003ECelebrate the end of the semester with Paper \u0026amp; Clay\u0027s Spring Succulent Painting!\u003C\/p\u003E\u003Cp\u003ERelax with complementary beverages and come paint a succulent planter with a plant to go with it - pots, plants, and paints provided!\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ESpots are limited so sign up to reserve yours: https:\/\/gatech.universitytickets.com\/w\/event.aspx?id=2259\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E","created":"1777041763","gmt_created":"2026-04-24 14:42:43","changed":"1777042153","gmt_changed":"2026-04-24 14:49:13","alt":"Join Paper \u0026 Clay for our year end planter painting event!","file":{"fid":"264293","name":"Succulent-Social--Paper---Clay-.png","image_path":"\/sites\/default\/files\/2026\/04\/24\/Succulent-Social--Paper---Clay-.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/24\/Succulent-Social--Paper---Clay-.png","mime":"image\/png","size":186795,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/24\/Succulent-Social--Paper---Clay-.png?itok=jYo5qk_I"}}},"media_ids":["680059"],"groups":[{"id":"660391","name":"Student and Campus Event Centers"}],"categories":[],"keywords":[{"id":"74091","name":"Paper \u0026 Clay"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689991":{"#nid":"689991","#data":{"type":"event","title":"Ph.D. Dissertation Defense - Justin Heimerl","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETitle\u003C\/strong\u003E\u003Cem\u003E:\u0026nbsp; 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The automatic design of temperature stable profiles is then investigated. Chapter 5 investigates automated design of the collector profile. We first present results showing an improved vertical superjunction. We then present results detailing the Pareto front discovery, or the performance bound discovery, of the collector at cryogenic temperatures. 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The difference of ambiguous targets, referred to as disagreement, is conventionally considered as noise that needs to be averaged. This thesis argues that disagreement should not be simply suppressed. The distribution of disagreeing labels conveys scientifically meaningful data uncertainty and is also practically useful for downstream tasks. Thus, we view disagreement as an informative signal. We consider a unified generative perspective for modeling disagreement as estimating the distribution over all plausible labels conditioned on an input. The central challenges are representational and supervisory. Conditional variational models could suffer from collapsing distinct and informative label variation into a subset of latent directions in the representation space, degrading the diversity and structural fidelity of model-generated outputs. The supervisory challenge involves the exploitation of labels of heterogeneous quality. Models need to learn from heterogeneous-quality supervision without degrading reliability. We address the challenges through conducting representation analyses and introducing regularization mechanisms that encourage sufficient distinction between label-conditioned representations, while strengthening their alignment with informative target variation. We further demonstrate that disagreement-aware learning can be leveraged to estimate data ambiguity and augment scarce high-quality annotations in interpretation workflows. Finally, the same generative principle is extended to a non-deterministic sequence forecasting setting, where multiple plausible futures constitute a temporal analogue of target disagreement. 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Models need to learn from heterogeneous-quality supervision without degrading reliability. We address the challenges through conducting representation analyses and introducing regularization mechanisms that encourage sufficient distinction between label-conditioned representations, while strengthening their alignment with informative target variation. We further demonstrate that disagreement-aware learning can be leveraged to estimate data ambiguity and augment scarce high-quality annotations in interpretation workflows. Finally, the same generative principle is extended to a non-deterministic sequence forecasting setting, where multiple plausible futures constitute a temporal analogue of target disagreement. 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he who formed you, O Israel:\u003Cbr\u003E\u201cFear not, for I have redeemed you;\u003Cbr\u003E\u0026nbsp;\u0026nbsp;\u0026nbsp; I have called you by name, you are mine.\u0026nbsp;\u2014\u2014Isaiah 43:1\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EYour Name\u003C\/em\u003E reminds us that names carry memories and connections.\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003ESpirited Away\u003C\/em\u003E shows that names can be forgotten or taken away.\u003C\/p\u003E\u003Cp\u003EAs we step into a world that often changes its direction and values, let\u2019s pause and reflect together:\u003C\/p\u003E\u003Cp\u003EHow can we remember who we really are\u2014\u0026nbsp;the ones called by Christ\u2019s name, and stand firm in faith amid the shifting winds around us?\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ESchedule\u003C\/p\u003E\u003Cp\u003E6:30\u20137:10 PM \u2013 Dinner and Fellowship (Free Chinese dinner provided)\u003C\/p\u003E\u003Cp\u003E7:10\u20137:40 PM \u2013 Worship and Announcements\u003C\/p\u003E\u003Cp\u003E7:40\u20139:00 PM \u2013 Special Topic\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EHow can we remember who we really are\u2014\u0026nbsp;the ones called by Christ\u2019s name, and stand firm in faith amid the shifting winds around us?\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"How can we remember who we really are\u2014\u00a0the ones called by Christ\u2019s name, and stand firm in faith amid the shifting winds around us?"}],"uid":"36837","created_gmt":"2026-04-23 18:53:27","changed_gmt":"2026-04-23 18:55:05","author":"ejenkins47","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-04-24T18:30:00-04:00","event_time_end":"2026-04-24T21:30:00-04:00","event_time_end_last":"2026-04-24T21:30:00-04:00","gmt_time_start":"2026-04-24 22:30:00","gmt_time_end":"2026-04-25 01:30:00","gmt_time_end_last":"2026-04-25 01:30:00","rrule":null,"timezone":"America\/New_York"},"location":"Homepark Room, 2nd Floor, Exhibition Hall","extras":["free_food"],"related_links":[{"url":"https:\/\/gatech.campuslabs.com\/engage\/organization\/chinese-christian-fellowship","title":""}],"groups":[{"id":"1182","name":"General"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1791","name":"Student sponsored"}],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"},{"id":"78771","name":"Public"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:walwan@gatech.edu\u0022\u003EWalter Wang\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"688767":{"#nid":"688767","#data":{"type":"event","title":"Stand-Up Club at Georgia Tech - \u0022YOUR\u0022 Open Mic!","body":[{"value":"\u003Cp\u003ECome watch our budding student comedians perform their best material from the semester!\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ECome watch our budding student comedians perform their best material from the semester! 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We will meet at the student center campanile and go over instructions for door-knocking and then head into the city to speak with voters. Can\u0027t wait to see you there! There will be a free barbecue dinner afterwards at Wood\u0027s Chapel BBQ.\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EJoin the Georgia Youth Justice Coalition on April 24th at 4 pm to canvass directly from campus\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Join the Georgia Youth Justice Coalition on April 24th at 4 pm to canvass directly from campus"}],"uid":"36837","created_gmt":"2026-04-23 18:50:17","changed_gmt":"2026-04-23 18:51:21","author":"ejenkins47","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-04-24T16:00:00-04:00","event_time_end":"2026-04-24T20:30:00-04:00","event_time_end_last":"2026-04-24T20:30:00-04:00","gmt_time_start":"2026-04-24 20:00:00","gmt_time_end":"2026-04-25 00:30:00","gmt_time_end_last":"2026-04-25 00:30:00","rrule":null,"timezone":"America\/New_York"},"location":"Campanile, Student Center","extras":[],"groups":[{"id":"1182","name":"General"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1791","name":"Student sponsored"}],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:javilashah3@gatech.edu\u0022\u003E\u003Cstrong\u003EJessi Avila-Shah\u003C\/strong\u003E\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"689602":{"#nid":"689602","#data":{"type":"event","title":"SASE National Conference Info + Destress Coloring + Cookies","body":[{"value":"\u003Cp\u003EJoin SASE to destress before finals with coloring, painting, and with free Insomnia Cookies!\u003C\/p\u003E\u003Cp\u003EWe will also be providing additional information about sign-ups for STEM Connect.\u003Cbr\u003EEvent will run from 6:30pm to 8:00pm at Instructional Center 211.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EJoin SASE to destress before finals with coloring, painting, and with free Insomnia Cookies!\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Join SASE to destress before finals with coloring, painting, and with free Insomnia Cookies!"}],"uid":"36837","created_gmt":"2026-04-09 21:49:09","changed_gmt":"2026-04-23 18:48:30","author":"ejenkins47","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-04-28T18:30:00-04:00","event_time_end":"2026-04-28T20:00:00-04:00","event_time_end_last":"2026-04-28T20:00:00-04:00","gmt_time_start":"2026-04-28 22:30:00","gmt_time_end":"2026-04-29 00:00:00","gmt_time_end_last":"2026-04-29 00:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Room 211, Instructional Center","extras":["free_food"],"related_links":[{"url":"https:\/\/gatech.campuslabs.com\/engage\/organization\/society-of-asian-scientists-and-engineers","title":""}],"groups":[{"id":"1182","name":"General"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1791","name":"Student sponsored"}],"invited_audience":[{"id":"194945","name":"Alumni"},{"id":"78761","name":"Faculty\/Staff"},{"id":"177814","name":"Postdoc"},{"id":"78771","name":"Public"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:akhil.gopal@gatech.edu\u0022\u003EAkhil Gopal\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"689980":{"#nid":"689980","#data":{"type":"event","title":"Rooted End of Year!","body":[{"value":"\u003Cp\u003EJoin us for our End of Year event with free food and recollecting memories with Rooted Christian Fellowship!\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EJoin us for our End of Year event with free food and recollecting memories with Rooted Christian Fellowship!\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Join us for our End of Year event with free food and recollecting memories with Rooted Christian Fellowship!"}],"uid":"36837","created_gmt":"2026-04-23 18:45:17","changed_gmt":"2026-04-23 18:46:13","author":"ejenkins47","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-04-24T19:00:00-04:00","event_time_end":"2026-04-24T21:30:00-04:00","event_time_end_last":"2026-04-24T21:30:00-04:00","gmt_time_start":"2026-04-24 23:00:00","gmt_time_end":"2026-04-25 01:30:00","gmt_time_end_last":"2026-04-25 01:30:00","rrule":null,"timezone":"America\/New_York"},"location":"Cypress Theater, Student Center","extras":["free_food","freebies"],"related_links":[{"url":"https:\/\/www.instagram.com\/rootedchurchatlanta\/","title":""}],"groups":[{"id":"1182","name":"General"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1791","name":"Student sponsored"}],"invited_audience":[{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:oobielodan3@gatech.edu\u0022\u003E\u003Cstrong\u003EOlufunmilola Obielodan\u003C\/strong\u003E\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"689979":{"#nid":"689979","#data":{"type":"event","title":"BMET Workshop","body":[{"value":"\u003Cp\u003ECome study and talk with fellow BME transfer students! Cookies and lemonade will be provided.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ECome study and talk with fellow BME transfer students! Cookies and lemonade will be provided.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Come study and talk with fellow BME transfer students! Cookies and lemonade will be provided."}],"uid":"36837","created_gmt":"2026-04-23 18:42:47","changed_gmt":"2026-04-23 18:44:04","author":"ejenkins47","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-04-23T17:00:00-04:00","event_time_end":"2026-04-23T18:00:00-04:00","event_time_end_last":"2026-04-23T18:00:00-04:00","gmt_time_start":"2026-04-23 21:00:00","gmt_time_end":"2026-04-23 22:00:00","gmt_time_end_last":"2026-04-23 22:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Room 3115, Whitaker Building ","extras":["free_food"],"groups":[{"id":"1182","name":"General"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1791","name":"Student sponsored"}],"invited_audience":[{"id":"194945","name":"Alumni"},{"id":"78761","name":"Faculty\/Staff"},{"id":"177814","name":"Postdoc"},{"id":"78771","name":"Public"},{"id":"174045","name":"Graduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:tnguyen883@gatech.edu\u0022\u003E\u003Cstrong\u003ETammy Nguyen\u003C\/strong\u003E\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"689978":{"#nid":"689978","#data":{"type":"event","title":"Spring Final Run 2026","body":[{"value":"\u003Cp\u003E\ud83c\udfc3\u200d\u2642\ufe0f\ud83c\udf38 Lace-up for a cause! Join us for the\u0026nbsp;\u003Cstrong\u003ESpring Run\u003C\/strong\u003E\u0026nbsp;on May 10th at\u0026nbsp;\u003Cstrong\u003EMRDC\u003C\/strong\u003E\u20145K, 10K, or Half-Marathon! \ud83c\udfc5 No registration fee, post-run breakfast included, and all for a great cause! \ud83c\udf0d\ud83d\udc9b\u003C\/p\u003E\u003Cp\u003E\ud83d\udccd Sign up now:\u0026nbsp;\u003Ca href=\u0022https:\/\/gatech.campuslabs.com\/engage\/submitter\/organization\/asha-for-education\/eventsubmission\/bit.ly\/AshaSpringRun2026\u0022\u003Ebit.ly\/AshaSpringRun2026\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E#RunForEducation #AshaForEducation #SpringRun #GeorgiaTech\u0022\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u0026nbsp;Lace-up for a cause! Join us for the\u0026nbsp;\u003Cstrong\u003ESpring Run\u003C\/strong\u003E\u0026nbsp;on May 10th at\u0026nbsp;\u003Cstrong\u003EMRDC\u003C\/strong\u003E\u20145K, 10K, or Half-Marathon!\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":" Lace-up for a cause! Join us for the\u00a0Spring Run\u00a0on May 10th at\u00a0MRDC\u20145K, 10K, or Half-Marathon! "}],"uid":"36837","created_gmt":"2026-04-23 18:40:20","changed_gmt":"2026-04-23 18:41:57","author":"ejenkins47","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-10T06:30:00-04:00","event_time_end":"2026-05-10T11:30:00-04:00","event_time_end_last":"2026-05-10T11:30:00-04:00","gmt_time_start":"2026-05-10 10:30:00","gmt_time_end":"2026-05-10 15:30:00","gmt_time_end_last":"2026-05-10 15:30:00","rrule":null,"timezone":"America\/New_York"},"location":"MRDC (Manufacturing Related Disciplines Complex)","extras":[],"related_links":[{"url":"https:\/\/form.jotform.com\/261038358073154","title":""}],"groups":[{"id":"1182","name":"General"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1791","name":"Student sponsored"}],"invited_audience":[{"id":"194945","name":"Alumni"},{"id":"78761","name":"Faculty\/Staff"},{"id":"177814","name":"Postdoc"},{"id":"78771","name":"Public"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:bjeloka3@gatech.edu\u0022\u003EBhavini Jeloka\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"689290":{"#nid":"689290","#data":{"type":"event","title":"CSA Finals Prep Hall","body":[{"value":"\u003Cp\u003EGot a final coming up? Come to the CSA finals preparation session! Learn some tips for test taking and make yourself a study plan calendar! Enjoy meeting and studying with people who share the same classes as you!\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGot a final coming up? Come to the CSA finals preparation session! Learn some tips for test taking and make yourself a study plan calendar!\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Got a final coming up? Come to the CSA finals preparation session! Learn some tips for test taking and make yourself a study plan calendar! "}],"uid":"36837","created_gmt":"2026-03-31 19:27:13","changed_gmt":"2026-04-23 18:39:01","author":"ejenkins47","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-04-29T12:00:00-04:00","event_time_end":"2026-04-29T18:00:00-04:00","event_time_end_last":"2026-04-29T18:00:00-04:00","gmt_time_start":"2026-04-29 16:00:00","gmt_time_end":"2026-04-29 22:00:00","gmt_time_end_last":"2026-04-29 22:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Room 1456, Klaus Advanced Computing Building","extras":[],"groups":[{"id":"1182","name":"General"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1791","name":"Student sponsored"}],"invited_audience":[{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:ayoung322@gatech.edu\u0022\u003E\u003Cstrong\u003EAlysa Young\u003C\/strong\u003E\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"689977":{"#nid":"689977","#data":{"type":"event","title":"Guest Speaker Event: Cosmetic Chemists Society","body":[{"value":"\u003Cp\u003EJoin us for a guest speaker event featuring Dr. Stefan France, a cosmetic chemist with industry experience at Avon. Learn about his journey in the beauty industry, insights into product development, and what it\u2019s like to work behind the scenes in cosmetic chemistry.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EJoin us for a guest speaker event featuring Dr. Stefan France, a cosmetic chemist with industry experience at Avon.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Join us for a guest speaker event featuring Dr. Stefan France, a cosmetic chemist with industry experience at Avon."}],"uid":"36837","created_gmt":"2026-04-23 18:37:21","changed_gmt":"2026-04-23 18:37:21","author":"ejenkins47","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-04-23T17:30:00-04:00","event_time_end":"2026-04-23T18:15:00-04:00","event_time_end_last":"2026-04-23T18:15:00-04:00","gmt_time_start":"2026-04-23 21:30:00","gmt_time_end":"2026-04-23 22:15:00","gmt_time_end_last":"2026-04-23 22:15:00","rrule":null,"timezone":"America\/New_York"},"location":"Buckhead Room, Exhibition Hall","extras":[],"groups":[{"id":"1182","name":"General"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"194683","name":"Talk"},{"id":"194613","name":"Industry"},{"id":"1791","name":"Student sponsored"}],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:majami3@gatech.edu\u0022\u003EMedisa Ajami\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"689976":{"#nid":"689976","#data":{"type":"event","title":"MA Proposal by Furkan Gonul","body":[{"value":"\u003Cp\u003EStudent Name: Furkan Gonul\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAdvisor: Dr. Dimitri Mavris\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EMilestone: MS Thesis Proposal\u003Cbr\u003E\u003Cbr\u003EDegree Program: Aerospace Engineering\u003Cbr\u003E\u003Cbr\u003ETitle: Surrogate Modeling for Low Thrust Earth to Moon Spiral Trajectory Design and Preliminary Mission Feasibility Assessment\u003Cbr\u003E\u003Cbr\u003EAbstract: Transfers from Earth to the Moon are becoming increasingly attractive due to the need for a permanent base on the Moon for interplanetary missions and cargo deliveries. Low thrust electric propulsion offers substantial propellant savings for such a trajectory. However, designing such transfers is computationally expensive, and there is insufficient real data from real missions for study. Formal optimization techniques for multi revolution spiral trajectories often take hours per trajectory and require comprehensive manual initial guess calculations. This makes it very difficult to explore the design space iteratively in the preliminary mission design stage, where engineers need to evaluate hundreds to thousands of combinations of candidate parameters. Machine learning surrogate models, however, offer a promising approximation that can deliver mission feasibility predictions in milliseconds rather than hours after training. Despite its potential, the use of machine learning surrogates for low thrust spiral Earth to Moon trajectories has not been investigated due to the spectral bias nature of these trajectories. Therefore, several key questions remain unanswered: Which state representation makes the surrogate model trainable? When will a physics informed neural network behave better than a purely data driven one, and can a single trained model actually be used in preliminary mission design? This thesis addresses these gaps by using a heuristic trajectory dataset in modified equinoctial elements and systematically comparing purely data driven and physics informed neural networks. It also investigates methods to improve speed and accuracy, such as perigee sampling and architecture that applies Fourier features to oscillatory channels. Preliminary findings indicate that the MEE formulation decreases the effect of spectral bias and provides trainable data for the neural network. Perigee based sampling significantly improves accuracy and training time, as it also reduces the effect of spectral bias. On clean data, the physics informed neural network reduces accuracy, but under noise, it matches the accuracy of the purely data driven network while yielding far more physically consistent predictions. The results show that a neural network surrogate model can be used to investigate the design space in milliseconds for preliminary mission design.\u0026nbsp;\u003Cbr\u003E\u003Cbr\u003EDate and time: 2026-05-08, 09:00 - 11:00 am\u003Cbr\u003E\u003Cbr\u003ELocation: Collaborative Visualization Environment (CoVE) Weber SST II\u003Cbr\u003E\u003Cbr\u003ECommittee:\u003Cbr\u003EDr. Dimitri Mavris (advisor), School of Aerospace Engineering\u003Cbr\u003EProf. Graeme Kennedy , School of Aerospace Engineering\u003Cbr\u003EDr. Tristan Sarton du Jonchay , School of Aerospace Engineering\u003Cbr\u003E\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ESurrogate Modeling for Low Thrust Earth to Moon Spiral Trajectory Design and Preliminary Mission Feasibility Assessment\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Surrogate Modeling for Low Thrust Earth to Moon Spiral Trajectory Design and Preliminary Mission Feasibility Assessment"}],"uid":"27707","created_gmt":"2026-04-23 18:32:08","changed_gmt":"2026-04-23 18:32:43","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-08T11:00:00-04:00","event_time_end":"2026-05-08T13:00:00-04:00","event_time_end_last":"2026-05-08T13:00:00-04:00","gmt_time_start":"2026-05-08 15:00:00","gmt_time_end":"2026-05-08 17:00:00","gmt_time_end_last":"2026-05-08 17:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Collaborative Visualization Environment (CoVE) Weber SST II","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"166866","name":"MS Proposal"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689971":{"#nid":"689971","#data":{"type":"event","title":"PhD Proposal by Yohan Auguste","body":[{"value":"\u003Cp\u003EStudent Name: Yohan Auguste\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAdvisor: Dr. Dimitri Mavris\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EMilestone: PhD Thesis Proposal\u003Cbr\u003E\u003Cbr\u003EDegree Program: Aerospace Engineering\u003Cbr\u003E\u003Cbr\u003ETitle: Development of A Simulator Based Training Framework for Autorotation Safety Improvements\u003Cbr\u003E\u003Cbr\u003EAbstract: Commercial aviation in the U.S has experienced decades of steadily improving safety standards, culminating in an extremely safe operation today. General Aviation (GA) has also seen safety improvements; however, accident rates remain significantly higher than those observed in commercial aviation. Within GA, powerplant failure accidents remain a major concern, ranking as the second highest cause of fatalities. In rotorcraft operations in particular, emergency procedures following engine failure\u2014specifically autorotation\u2014present pilots with challenging, high-workload situations characterized by limited time and constrained decision-making options. Autorotation-related mishaps account for a substantial portion of rotorcraft incidents, representing nearly one-third of all accidents. While pilot training is a critical requirement for improving safety outcomes, autorotation training itself carries inherent risk, with training-related accidents accounting for approximately 40% of all autorotation accidents. This combination of high training risk and the need for thorough skill development highlights the necessity for alternative training approaches. Simulator-based training programs offer a viable solution; however, to be effective, a structured simulator training framework must be developed. A critical component of such a framework is the provision of objective assessment criteria and integrated feedback systems to enable efficient training and ensure that performance targets are consistently achieved. This thesis proposes a data-driven approach to support the development of assessment criteria for each phase of autorotation, focusing on the evaluation of critical pilot performance indicators that are not adequately addressed in current training standards or that rely on inconsistent, or subjective judgment calls. Additionally, an integrated feedback mechanism is proposed to enhance training efficiency and reinforce correct pilot responses. Together these proposals enable the implementation of the autorotation training framework by providing the key missing components for proper assessment and feedback that are required for a successful simulator training program.\u0026nbsp;\u003Cbr\u003E\u003Cbr\u003EDate and time: 2026-05-15, 2 PM\u003Cbr\u003E\u003Cbr\u003ELocation: CoVE Weber SST II\u003Cbr\u003E\u003Cbr\u003ECommittee:\u003Cbr\u003EDr. Dimitri Mavris (advisor), School of Aerospace Engineering\u003Cbr\u003EDr. Marilyn Smith, School of Aerospace Engineering\u003Cbr\u003EDr. Daniel Schrage, School of Aerospace Engineering\u003Cbr\u003EDr. Alexia Payan, School of Aerospace Engineering\u003Cbr\u003EMr. Charles Johnson, FAA\u003Cbr\u003E\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EDevelopment of A Simulator Based Training Framework for Autorotation Safety Improvements\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Development of A Simulator Based Training Framework for Autorotation Safety Improvements"}],"uid":"27707","created_gmt":"2026-04-23 15:51:54","changed_gmt":"2026-04-23 15:51:54","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-04-30T11:44:49-04:00","event_time_end":"2026-04-30T12:44:49-04:00","event_time_end_last":"2026-04-30T12:44:49-04:00","gmt_time_start":"2026-04-30 15:44:49","gmt_time_end":"2026-04-30 16:44:49","gmt_time_end_last":"2026-04-30 16:44:49","rrule":null,"timezone":"America\/New_York"},"location":"CoVE Weber SST II","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"102851","name":"Phd proposal"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689970":{"#nid":"689970","#data":{"type":"event","title":"PhD Proposal by Jeremiah C. Juergensmeyer","body":[{"value":"\u003Cp\u003E\u003Cbr\u003EStudent Name: Jeremiah C. Juergensmeyer\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAdvisor: Dr. Adam Steinberg\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EMilestone: PhD Thesis Proposal\u003Cbr\u003E\u003Cbr\u003EDegree Program: Aerospace Engineering\u003Cbr\u003E\u003Cbr\u003ETitle: Optimization of Lean Premixed Prevaporized Combustion Through Pilot-Main Interaction\u003Cbr\u003E\u003Cbr\u003EAbstract: Lean-burn engines have demonstrated significant reductions in major pollutants, particularly nitrogen oxides (NOx) and non-volatile particulate matter (nvPM). Lean premixed prevaporized (LPP) combustors have seen growing interest in aeronautical combustion as the increased combustor inlet temperatures associated with future compact core and potential civil supersonic engines can improve vaporization of liquid fuels and reduce emissions. However, a drawback of LPP combustion is the susceptibility to lean blowoff. To improve stability of the combustor, a multi-element configuration featuring a richer, more stable pilot flame is often employed. Yet further understanding of the interaction between the pilot and leaner-burning main flames, along with the stability-emission tradeoff of that interaction, is not well understood. This work aims to advance understanding of pilot-main interactions through both a fundamental and a practical perspective, including optimization of a supersonic LPP combustor operating a flight relevant conditions. To conduct this research, an LPP combustor featuring a central partially-premixed pilot flame surrounded by four LPP main flames has been developed and fabricated within the Georgia Tech Combustion Lab. Initial testing of the combustor demonstrated reductions in NOx and nvPM over conventional aeronautical combustors. In-depth analysis revealed the blowoff propensity of the LPP main flames at a given global fuel-air ratio was insensitive to the pilot flame equivalence ratio; the added stability of the slightly richer main flames appeared to offset any reduced effectiveness of a leaner, potentially less stabilizing pilot flame. Reduction of the pilot flame equivalence ratio resulted in a decrease in NOx emissions, however with diminishing returns. Thus, this configuration of an LPP combustor can achieve reduced emissions with no impact to stability by operating with a leaner pilot. However, the overall stability limits of the combustor, particularly with respect to lean blowoff, were worse than similar geometries in literature. It is expected that these stability limits can be improved with further optimization of the pilot-main interaction. For fundamental study of pilot-main interactions, along with advancement of CH PLIF, a second simplified geometry combustor has been developed. The combustor features identical dome face geometry to the LPP combustor, with the exception of containing only a single main flame. Modification to the pilot design allows for variation of critical parameters, such as the geometric swirl number and swirler divergence angle. Future research includes a preliminary test campaign on the single main combustor. CH PLIF will be used to quantify the impact of critical pilot parameters on the stability of the main flame, along with providing insight into the driving physics of the interaction. Blowoff data is to be collected at atmospheric and elevated pressures to provide a robust test matrix for characterizing the impact of a pilot flame while enabling CH PLIF for future testing in the LPP combustor. Following the single main combustor testing, the full LPP combustor will again be operated at conditions akin to cruise of a civil supersonic combustor. CH PLIF will be leveraged to characterize turbulent flame structure and local extinction. Direct gaseous emission sampling will provide metrics for characterizing combustor performance and emissions. Blowoff limits will be identified through OH and CH PLIF. Multiple pilot configurations will be explored, and the impact on stability and emissions will be studied. Ultimately, understanding of pilot-main interactions will be advanced, enabling optimization of an LPP combustor.\u003Cbr\u003E\u003Cbr\u003EDate and time: 2026-04-27, 1:00 PM\u003Cbr\u003E\u003Cbr\u003ELocation: MK-317\u003Cbr\u003E\u003Cbr\u003ECommittee:\u003Cbr\u003EDr. Adam Steinberg (advisor), School of Aerospace Engineering\u003Cbr\u003EDr. Jerry Seitzman, School of Aerospace Engineering\u003Cbr\u003EDr. Benjamin Emerson, School of Aerospace Engineering\u003Cbr\u003EDr. Conner Godbold, School of Aerospace Engineering\u003Cbr\u003E,\u0026nbsp;\u003Cbr\u003E,\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EOptimization of Lean Premixed Prevaporized Combustion Through Pilot-Main Interaction\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Optimization of Lean Premixed Prevaporized Combustion Through Pilot-Main Interaction"}],"uid":"27707","created_gmt":"2026-04-23 15:39:23","changed_gmt":"2026-04-23 15:40:00","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-04-27T13:00:00-04:00","event_time_end":"2026-04-27T15:00:00-04:00","event_time_end_last":"2026-04-27T15:00:00-04:00","gmt_time_start":"2026-04-27 17:00:00","gmt_time_end":"2026-04-27 19:00:00","gmt_time_end_last":"2026-04-27 19:00:00","rrule":null,"timezone":"America\/New_York"},"location":"MK-317","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"102851","name":"Phd proposal"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689969":{"#nid":"689969","#data":{"type":"event","title":"Voices of the Hive ","body":[{"value":"\u003Cp\u003EVoices of the Hive brings the Tech community together through TED-style narratives of belonging, resilience, and connection. This session will focus on what it means to be \u201cpresent,\u201d and how showing up is the first step in building belonging! \u003Cstrong\u003EFREE POPCORN\u003C\/strong\u003E for all attendees! This event is open to the entire Georgia Tech community!\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EFeatured Speakers\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ESam Bolton, Keynote\u003C\/strong\u003E -\u0026nbsp;Sam is a fourth-year Scheller Business student with a concentration in marketing and a minor in leadership and social justice. Sam will discuss how getting lost \u2013 whether literally and physically, or metaphorically lost in passions, hobbies, dreams - is a means to finding where you belong in the world, on campus, and most importantly, where you belong internally.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EMike Jones, Guest Speaker\u003C\/strong\u003E -\u0026nbsp;Mike is an administrative professional with\u0026nbsp;Georgia Tech Human Resources. Mike\u2019s talk centers on the idea that presence is something we actively choose. Presence is a choice, and how you choose to show up can shape your opportunities, relationships, and sense of belonging.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ESamiksha Digambar, Guest Speaker\u003C\/strong\u003E -\u0026nbsp;Samiksha is a first-year undergraduate student in the College of Engineering. Samiksha reflects on her journey thus far on how to be present despite the fear of others\u2019 judgment and self-doubt. Using her own personal stories, she describes how shifting the focus away from yourself and toward helping others has transformed the way she uses her voice.\u003C\/p\u003E\u003Cp\u003EPlease RSVP on \u003Ca href=\u0022https:\/\/gatech.campuslabs.com\/engage\/event\/12442401\u0022\u003EEngage\u003C\/a\u003E if interested in attending!\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cdiv\u003E\u003Cp\u003EVoices of the Hive brings the Tech community together through TED-style narratives of belonging, resilience, and connection. This session will focus on what it means to be \u201cpresent,\u201d and how showing up is the first step in building belonging! \u003Cstrong\u003EFREE POPCORN\u003C\/strong\u003E for all attendees! This event is open to the entire Georgia Tech community!\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EFeatured Speakers\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ESam Bolton, Keynote\u003C\/strong\u003E -\u0026nbsp;Sam is a fourth-year Scheller Business student with a concentration in marketing and a minor in leadership and social justice. Sam will discuss how getting lost \u2013 whether literally and physically, or metaphorically lost in passions, hobbies, dreams - is a means to finding where you belong in the world, on campus, and most importantly, where you belong internally.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EMike Jones, Guest Speaker\u003C\/strong\u003E -\u0026nbsp;Mike is an administrative professional with\u0026nbsp;Georgia Tech Human Resources. Mike\u2019s talk centers on the idea that presence is something we actively choose. Presence is a choice, and how you choose to show up can shape your opportunities, relationships, and sense of belonging.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ESamiksha Digambar, Guest Speaker\u003C\/strong\u003E -\u0026nbsp;Samiksha is a first-year undergraduate student in the College of Engineering. Samiksha reflects on her journey thus far on how to be present despite the fear of others\u2019 judgment and self-doubt. Using her own personal stories, she describes how shifting the focus away from yourself and toward helping others has transformed the way she uses her voice.\u003C\/p\u003E\u003Cp\u003EPlease RSVP on \u003Ca href=\u0022https:\/\/gatech.campuslabs.com\/engage\/event\/12442401\u0022\u003EEngage\u003C\/a\u003E if interested in attending!\u003C\/p\u003E\u003C\/div\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Voices of the Hive brings the Tech community together through TED-style narratives of belonging, resilience, and connection, hosted by Belonging \u0026 Student Support. "}],"uid":"36435","created_gmt":"2026-04-23 14:25:29","changed_gmt":"2026-04-23 14:35:25","author":"ballen91","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-04-28T12:00:00-04:00","event_time_end":"2026-04-28T13:30:00-04:00","event_time_end_last":"2026-04-28T13:30:00-04:00","gmt_time_start":"2026-04-28 16:00:00","gmt_time_end":"2026-04-28 17:30:00","gmt_time_end_last":"2026-04-28 17:30:00","rrule":null,"timezone":"America\/New_York"},"location":"Ehmer Theater (John Lewis Student Center)","extras":[],"hg_media":{"680043":{"id":"680043","type":"image","title":"voices-of-the-hive-newsletter-banner.jpg","body":null,"created":"1776954389","gmt_created":"2026-04-23 14:26:29","changed":"1776954389","gmt_changed":"2026-04-23 14:26:29","alt":"Voices of the Hive","file":{"fid":"264277","name":"voices-of-the-hive-newsletter-banner.jpg","image_path":"\/sites\/default\/files\/2026\/04\/23\/voices-of-the-hive-newsletter-banner.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/23\/voices-of-the-hive-newsletter-banner.jpg","mime":"image\/jpeg","size":324639,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/23\/voices-of-the-hive-newsletter-banner.jpg?itok=pMOGKWUf"}}},"media_ids":["680043"],"groups":[{"id":"660393","name":"Belonging \u0026 Student Support"}],"categories":[],"keywords":[{"id":"194447","name":"belonging and student support, "}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EWilliam Britto\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"688216":{"#nid":"688216","#data":{"type":"event","title":"Spring 2026 Commencement - Ph.D. Commencement","body":[{"value":"\u003Cp\u003EThe Spring 2026 Ph.D. Commencement ceremony will be held at McCamish Pavilion on Thursday, May 7,\u0026nbsp;at 10 a.m.\u0026nbsp;Doors open at 8:30 a.m. Tickets are not required to attend. Students must RSVP to participate.\u003C\/p\u003E\u003Cp\u003EAll ceremonies will be live streamed and will also be available for viewing after the event.\u003C\/p\u003E\u003Cp\u003EGeneral information can be found at \u003Ca href=\u0022http:\/\/www.commencement.gatech.edu\/\u0022\u003Ecommencement.gatech.edu\u003C\/a\u003E.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe Spring 2026 Ph.D. Commencement ceremony\u0026nbsp;will be held at McCamish Pavilion on Thursday, May 7, at 10 a.m.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The Spring 2026 Ph.D. Commencement ceremony\u00a0will be held at McCamish Pavilion on Thursday, May 7, at 10 a.m. "}],"uid":"36522","created_gmt":"2026-02-11 22:06:35","changed_gmt":"2026-04-23 14:28:11","author":"loverton3","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-07T10:00:00-04:00","event_time_end":"2026-05-07T11:30:00-04:00","event_time_end_last":"2026-05-07T11:30:00-04:00","gmt_time_start":"2026-05-07 14:00:00","gmt_time_end":"2026-05-07 15:30:00","gmt_time_end_last":"2026-05-07 15:30:00","rrule":null,"timezone":"America\/New_York"},"location":"McCamish Pavilion","extras":[],"hg_media":{"672069":{"id":"672069","type":"image","title":"McCamish Pavilion","body":null,"created":"1697566321","gmt_created":"2023-10-17 18:12:01","changed":"1697566321","gmt_changed":"2023-10-17 18:12:01","alt":"McCamish Pavilion","file":{"fid":"255253","name":"McCamish Pavilion.jpeg","image_path":"\/sites\/default\/files\/2023\/10\/17\/McCamish%20Pavilion_2.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2023\/10\/17\/McCamish%20Pavilion_2.jpeg","mime":"image\/jpeg","size":1500329,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2023\/10\/17\/McCamish%20Pavilion_2.jpeg?itok=HjdFgboN"}}},"media_ids":["672069"],"related_links":[{"url":"http:\/\/www.commencement.gatech.edu\/","title":"Commencement information"},{"url":"http:\/\/www.registrar.gatech.edu\/","title":"Georgia Tech Office of the Registrar"},{"url":"https:\/\/ramblinwreck.com\/sports\/w-baskbl\/facilities\/mccamish-pavilion\/","title":"McCamish Pavilion"},{"url":"http:\/\/ramblinwreck.com\/clearbag","title":"Clear Bag Policy"}],"groups":[{"id":"388671","name":"Georgia Tech Commencement"},{"id":"107741","name":"Special Events"}],"categories":[],"keywords":[{"id":"172161","name":"GA Tech Ph.D. student"},{"id":"627","name":"commencement"},{"id":"629","name":"graduation"},{"id":"187208","name":"ph.d. graduation"},{"id":"40171","name":"fall commencement"},{"id":"40181","name":"fall graduation"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"},{"id":"78771","name":"Public"},{"id":"174045","name":"Graduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EGeorgia Tech Commencement Office\u003Cbr\u003E\u003Ca href=\u0022mailto:events@comm.gatech.edu\u0022\u003Eevents@gatech.edu\u003C\/a\u003E\u003Cbr\u003E404.385.2638\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"688215":{"#nid":"688215","#data":{"type":"event","title":"Spring 2026 Commencement - Institute Master\u0027s Commencement","body":[{"value":"\u003Cp\u003EThe Institute Master\u0027s Commencement ceremony will be held at Bobby Dodd Stadium on Saturday, May 9,\u0026nbsp;at 9 a.m.\u0026nbsp;Doors open at 7:30 a.m. Tickets are not required to attend. Students must RSVP to participate.\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EColleges will host individual Graduation Celebrations for master\u0027s students following the Institute ceremony.\u0026nbsp;\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003EAll ceremonies will be live streamed and will also be available for viewing after the event.\u003C\/p\u003E\u003Cp\u003EGeneral information can be found at \u003Ca href=\u0022http:\/\/www.commencement.gatech.edu\/\u0022\u003Ecommencement.gatech.edu\u003C\/a\u003E.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe Spring 2026 Institute Master\u0027s Commencement ceremony\u0026nbsp;will be held at Bobby Dodd Stadium on Saturday, May 9, at 9 a.m.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The Spring 2026 Institute Master\u0027s Commencement ceremony\u00a0will be held at Bobby Dodd Stadium on Saturday, May 9, at 9 a.m. "}],"uid":"36522","created_gmt":"2026-02-11 22:03:59","changed_gmt":"2026-04-23 14:27:57","author":"loverton3","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-09T09:00:00-04:00","event_time_end":"2026-05-09T10:00:00-04:00","event_time_end_last":"2026-05-09T10:00:00-04:00","gmt_time_start":"2026-05-09 13:00:00","gmt_time_end":"2026-05-09 14:00:00","gmt_time_end_last":"2026-05-09 14:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Bobby Dodd Stadium","extras":[],"related_links":[{"url":"http:\/\/www.commencement.gatech.edu\/","title":"Commencement information"},{"url":"http:\/\/www.registrar.gatech.edu\/","title":"Georgia Tech Office of the Registrar"},{"url":"https:\/\/ramblinwreck.com\/sports\/m-footbl\/facilities\/bobby-dodd-stadium\/","title":"Bobby Dodd Stadium"},{"url":"http:\/\/ramblinwreck.com\/clearbag","title":"Clear Bag Policy"}],"groups":[{"id":"388671","name":"Georgia Tech Commencement"},{"id":"107741","name":"Special Events"}],"categories":[],"keywords":[{"id":"4145","name":"bachelor\u0027s"},{"id":"627","name":"commencement"},{"id":"629","name":"graduation"},{"id":"187209","name":"bachelor graduation"},{"id":"40171","name":"fall commencement"},{"id":"40181","name":"fall graduation"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"},{"id":"78771","name":"Public"},{"id":"174045","name":"Graduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EGeorgia Tech Commencement Office\u003Cbr\u003E\u003Ca href=\u0022mailto:events@comm.gatech.edu\u0022\u003Eevents@gatech.edu\u003C\/a\u003E\u003Cbr\u003E404.385.2638\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"688217":{"#nid":"688217","#data":{"type":"event","title":"Spring 2026 Commencement - Thursday Bachelor\u0027s Commencement","body":[{"value":"\u003Cp\u003EThe Spring 2026 Thursday Bachelor\u0027s Commencement ceremony will be held at McCamish Pavilion on Thursday, May 7,\u0026nbsp;at 6 p.m.\u0026nbsp;Doors open at 4:30 p.m. Tickets are required to attend. 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Students must RSVP to participate.\u003C\/p\u003E\u003Cp\u003EThis ceremony will feature Bachelor\u0027s graduates from the College of Design, Scheller College of Business, College of Sciences, College of Lifetime Learning, and Select College of Engineering Majors (CHBE and BMED)\u003C\/p\u003E\u003Cp\u003EAll ceremonies will be live streamed and will also be available for viewing after the event.\u003C\/p\u003E\u003Cp\u003EGeneral information can be found at \u003Ca href=\u0022http:\/\/www.commencement.gatech.edu\/\u0022\u003Ecommencement.gatech.edu\u003C\/a\u003E.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe Spring 2026 Friday Morning Bachelor\u0027s Commencement ceremony\u0026nbsp;will be held at McCamish Pavilion on Friday, May 8, at 10 a.m.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The Spring 2026 Friday Morning Bachelor\u0027s Commencement ceremony\u00a0will be held at McCamish Pavilion on Friday, May 8, at 10 a.m. "}],"uid":"36522","created_gmt":"2026-02-11 22:17:00","changed_gmt":"2026-04-23 14:27:27","author":"loverton3","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-08T10:00:00-04:00","event_time_end":"2026-05-08T12:30:00-04:00","event_time_end_last":"2026-05-08T12:30:00-04:00","gmt_time_start":"2026-05-08 14:00:00","gmt_time_end":"2026-05-08 16:30:00","gmt_time_end_last":"2026-05-08 16:30:00","rrule":null,"timezone":"America\/New_York"},"location":"McCamish Pavilion","extras":[],"hg_media":{"672069":{"id":"672069","type":"image","title":"McCamish Pavilion","body":null,"created":"1697566321","gmt_created":"2023-10-17 18:12:01","changed":"1697566321","gmt_changed":"2023-10-17 18:12:01","alt":"McCamish Pavilion","file":{"fid":"255253","name":"McCamish Pavilion.jpeg","image_path":"\/sites\/default\/files\/2023\/10\/17\/McCamish%20Pavilion_2.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2023\/10\/17\/McCamish%20Pavilion_2.jpeg","mime":"image\/jpeg","size":1500329,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2023\/10\/17\/McCamish%20Pavilion_2.jpeg?itok=HjdFgboN"}}},"media_ids":["672069"],"related_links":[{"url":"http:\/\/www.commencement.gatech.edu\/","title":"Commencement information"},{"url":"http:\/\/www.registrar.gatech.edu\/","title":"Georgia Tech Office of the Registrar"},{"url":"https:\/\/ramblinwreck.com\/sports\/w-baskbl\/facilities\/mccamish-pavilion\/","title":"McCamish Pavilion"},{"url":"http:\/\/ramblinwreck.com\/clearbag","title":"Clear Bag Policy"}],"groups":[{"id":"388671","name":"Georgia Tech Commencement"},{"id":"107741","name":"Special Events"}],"categories":[],"keywords":[{"id":"4145","name":"bachelor\u0027s"},{"id":"627","name":"commencement"},{"id":"629","name":"graduation"},{"id":"187209","name":"bachelor graduation"},{"id":"40171","name":"fall commencement"},{"id":"40181","name":"fall graduation"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"},{"id":"78771","name":"Public"},{"id":"174045","name":"Graduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EGeorgia Tech Commencement Office\u003Cbr\u003E\u003Ca href=\u0022mailto:events@comm.gatech.edu\u0022\u003Eevents@gatech.edu\u003C\/a\u003E\u003Cbr\u003E404.385.2638\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"689967":{"#nid":"689967","#data":{"type":"event","title":"PhD Defense by Yifan Wang","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003EPresentation details\u003C\/strong\u003E:\u003C\/p\u003E\u003Cp\u003ETitle: Learning to Price with Limited Information\u003C\/p\u003E\u003Cp\u003EDate: May 5th, 2026\u003C\/p\u003E\u003Cp\u003ETime: 10:00 AM \u2013 12:00 PM ET\u003C\/p\u003E\u003Cp\u003ELocation: KACB 3100 (\u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fgatech.zoom.us%2Fj%2F99377659191%3Fpwd%3DjszsCCSSRFsLluWrp9z0IJTZby8lmq.1\u0026amp;data=05%7C02%7Ctm186%40gtvault.onmicrosoft.com%7C635909f64a1b4869eeb508dea1384a07%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639125460317777867%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=pRbaE6MT4UgtJyR%2Fr5zpFpo%2F7T4j1PD0zEeqQdfqud8%3D\u0026amp;reserved=0\u0022 title=\u0022https:\/\/gatech.zoom.us\/j\/99377659191?pwd=jszsCCSSRFsLluWrp9z0IJTZby8lmq.1\u0022\u003EZoom link\u003C\/a\u003E)\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee\u003C\/strong\u003E:\u003C\/p\u003E\u003Cp\u003EProf. Sahil Singla (Advisor), School of Computer Science, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003EProf. Jan van den Brand, School of Computer Science, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003EProf. Santosh Vempala, School of Computer Science, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003EProf. Will Ma, Graduate School of Business and Data Science Institute, Columbia University\u003C\/p\u003E\u003Cp\u003EProf. Rad Niazadeh, Booth School of Business, University of Chicago\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbstract\u003C\/strong\u003E:\u003C\/p\u003E\u003Cp\u003EResource allocation is a central problem in theoretical computer science, operations research, and economics. In a resource allocation problem, a platform must design efficient algorithms to assign limited resources to participating agents under uncertainty, aiming to maximize either the total social welfare or the total revenue.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAmong the various algorithms for resource allocation, pricing algorithms are one of the most common ways to distribute resources due to its simplicity. Theoretically, pricing algorithms can be modeled as a system in which a platform sets prices for resources, while participating agents with valuations drawn from underlying distributions make greedy decisions with respect to the prices. However, these distributions are typically unknown to the platform and must therefore be learned, either from limited offline data or through real-time interactions with agents.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ETraditional approaches to learning in pricing algorithms often assume access to a large number of samples from each agent. In many real-world markets, however, the available information is sparse, noisy, or indirect. This raises a fundamental question: how can we learn effective pricing algorithms under such limited information constraints?\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EIn this thesis, I address this question by studying the learnability of resource allocation algorithms under three highly restrictive information models:\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E1. Learning from a single sample, where the platform has access to only one sample from each agent\u2019s distribution.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E2. Learning from pricing queries, where the platform can only post prices and observe agents\u2019 decisions as feedback.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E3. Online learning with limited feedback, where the platform needs to adjust the algorithm dynamically with limited feedback.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EI will demonstrate how pricing algorithms can be successfully learned under these frameworks. Together, these results provide a unified perspective on learning pricing algorithms under limited information, and show that strong performance guarantees are attainable even in highly information-constrained environments.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ELearning to Price with Limited Information\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Learning to Price with Limited Information"}],"uid":"27707","created_gmt":"2026-04-23 13:49:37","changed_gmt":"2026-04-23 13:50:13","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-05T10:00:07-04:00","event_time_end":"2026-05-05T12:00:00-04:00","event_time_end_last":"2026-05-05T12:00:00-04:00","gmt_time_start":"2026-05-05 14:00:07","gmt_time_end":"2026-05-05 16:00:00","gmt_time_end_last":"2026-05-05 16:00:00","rrule":null,"timezone":"America\/New_York"},"location":"KACB 3100 (Zoom link)","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"100811","name":"Phd Defense"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689964":{"#nid":"689964","#data":{"type":"event","title":"MS Defense by Kaijun Feng","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003EMS Thesis Defense\u0026nbsp;Announcement\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EStudent Name: Kaijun Feng\u003C\/p\u003E\u003Cp\u003EThesis Title: Aldehyde assisted copper sintering for die attachment\u003C\/p\u003E\u003Cp\u003EThesis Advisor: Paul Kohl\u003C\/p\u003E\u003Cp\u003EThesis Co-Advisor: N\/A\u003C\/p\u003E\u003Cp\u003ECommittee Members: Nian Liu, George Degen, School of Chemical and Biomolecular Engineering\u003C\/p\u003E\u003Cp\u003EDate: 04\/23\/2026\u003C\/p\u003E\u003Cp\u003ETime: 9:30 am\u003C\/p\u003E\u003Cp\u003ELocation: Bunger-Henry 384\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EAldehyde assisted copper sintering for die attachment\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Aldehyde assisted copper sintering for die attachment"}],"uid":"27707","created_gmt":"2026-04-23 12:10:01","changed_gmt":"2026-04-23 12:10:39","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-04-23T09:30:00-04:00","event_time_end":"2026-04-23T11:00:00-04:00","event_time_end_last":"2026-04-23T11:00:00-04:00","gmt_time_start":"2026-04-23 13:30:00","gmt_time_end":"2026-04-23 15:00:00","gmt_time_end_last":"2026-04-23 15:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Bunger-Henry 384","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"111531","name":"ms defense"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689963":{"#nid":"689963","#data":{"type":"event","title":"PhD Proposal by Cynthia M. Baseman ","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETitle:\u0026nbsp;\u003C\/strong\u003EDiabetes Self-management Technologies through the Perspectives and Lived Experiences of an Under-represented Community\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDate:\u0026nbsp;\u003C\/strong\u003EWednesday May 6th, 2026\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ETime:\u0026nbsp;\u003C\/strong\u003E12 \u2013\u0026nbsp;2pm\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ELocation:\u0026nbsp;\u003C\/strong\u003EIC collaboration HUB, TSRB\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EVirtual (Zoom):\u0026nbsp;\u003C\/strong\u003E\u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fgatech.zoom.us%2Fj%2F92979046531\u0026amp;data=05%7C02%7Ctm186%40gtvault.onmicrosoft.com%7C41321f07bdd84aeb5bab08dea08009c5%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639124669053865785%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=t8oPpmGoO%2FCwqg1xRsl1kbvRo85xNZAYGOZaARa5Wys%3D\u0026amp;reserved=0\u0022\u003Ehttps:\/\/gatech.zoom.us\/j\/92979046531\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECynthia M. Baseman\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EPh.D. Student in Human-Centered Computing\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ESchool of Interactive Computing\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EGeorgia Institute of Technology\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=http%3A%2F%2Fcmbaseman.com%2F\u0026amp;data=05%7C02%7Ctm186%40gtvault.onmicrosoft.com%7C41321f07bdd84aeb5bab08dea08009c5%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639124669053902590%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=FQX7wqljZBcFYWy7YFnRXQ3IKMkGvVBjWiUEAkF3ogA%3D\u0026amp;reserved=0\u0022 title=\u0022cmbaseman.com\u0022\u003EPersonal Website\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDr. Rosa I. Arriaga (Advisor) \u2013\u0026nbsp;Georgia Tech, School of Interactive Computing\u003C\/p\u003E\u003Cp\u003EDr. Betsy DiSalvo \u2013\u0026nbsp;Georgia Tech, School of Interactive Computing\u003C\/p\u003E\u003Cp\u003EDr. Thomas Ploetz \u2013\u0026nbsp;Georgia Tech, School of Interactive Computing\u003C\/p\u003E\u003Cp\u003EDr. Naveena Karusala \u2013\u0026nbsp;Georgia Tech, School of Interactive Computing\u003C\/p\u003E\u003Cp\u003EDr. Andr\u00e9 L. Brock \u2013\u0026nbsp;Georgia Tech, School of Literature, Media, and Communication\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbstract:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EAs the array of available health self-management technologies grows, so too does the list of their promised benefits.\u0026nbsp;Most prior\u0026nbsp;work on these technologies, however, has not centered those at a greater risk of health disparities. My dissertation engages a historically marginalized community that is underrepresented in the health technology literature: Black older adults with low income who are living with diabetes. In this thesis proposal, I present three prior studies that take a community-engaged approach to qualitative and design research. The first two studies characterize community perceptions of mobile and ubiquitous health technologies for diabetic foot self-management. The third study explores how medical mistrust should alter our approach to designing these technologies with community members. The proposed fourth study will explore how community members (both in city and rural contexts) engage in health information seeking and conceptualize the potential role of large language models for health. Through engagements with community members,\u0026nbsp;my work characterizes their perspectives and lived experiences with health self-management technologies, generating higher-level insights into the more equitable and responsible design of these tools.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EDiabetes Self-management Technologies through the Perspectives and Lived Experiences of an Under-represented Community\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Diabetes Self-management Technologies through the Perspectives and Lived Experiences of an Under-represented Community"}],"uid":"27707","created_gmt":"2026-04-23 12:06:06","changed_gmt":"2026-04-23 12:06:55","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-06T12:00:00-04:00","event_time_end":"2026-05-06T14:00:00-04:00","event_time_end_last":"2026-05-06T14:00:00-04:00","gmt_time_start":"2026-05-06 16:00:00","gmt_time_end":"2026-05-06 18:00:00","gmt_time_end_last":"2026-05-06 18:00:00","rrule":null,"timezone":"America\/New_York"},"location":"IC collaboration HUB, TSRB","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"102851","name":"Phd proposal"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689962":{"#nid":"689962","#data":{"type":"event","title":"PhD Defense by Zhuoyi Zeng","body":[{"value":"\u003Cp\u003E\u003Cem\u003EDistributed 13 days in advance due to GSSO oversight.\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003ESchool of Civil and Environmental Engineering\u003C\/p\u003E\u003Cp\u003EPh.D. Thesis Defense Announcement\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EIon Exchange for the Capture of Aqueous Selenium Oxyanions\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EBy\u003Cstrong\u003E\u0026nbsp;Zhuoyi Zeng\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EAdvisor:\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDr. Sotira Yiacoumi (CEE)\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003ECommittee Members:\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDr. Costas Tsouris (CEE\/Oak Ridge National Lab), Dr. Yongsheng Chen (CEE), Dr. Xing Xie (CEE), Dr. Radu Custelcean (Oak Ridge National Lab)\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDate and Time:\u003Cstrong\u003E\u0026nbsp; Tuesday, May 5th, 2026.\u0026nbsp; 10 am EST\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003ELocation:\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ERoom 4222, Price Gilbert Memorial Library or \u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fgatech.zoom.us%2Fj%2F99747481518\u0026amp;data=05%7C02%7Ctm186%40gtvault.onmicrosoft.com%7Cc63a169ede6a41699a0d08dea083b7c8%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639124684768340435%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=Y28zhS3tmcr7We8azvcX2yY4dZKgS2fDBSKmF7IVOmg%3D\u0026amp;reserved=0\u0022\u003Ehttps:\/\/gatech.zoom.us\/j\/99747481518\u003C\/a\u003E\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EABSTRACT\u003Cbr\u003ESelenium (Se) is an essential micronutrient but becomes toxic at elevated concentrations, posing significant risks to aquatic ecosystems and human health. Coal-fired power plant wastewaters are a primary source of Se contamination, and the U.S. Environmental Protection Agency has set a stringent discharge limit of 5 \u03bcg\/L for freshwater systems. Removing Se from these wastewaters is technically challenging because Se exists at trace concentrations alongside extreme competing sulfate concentrations. Ion exchange using commercially available strong-base anion-exchange resins offers a promising approach, yet its deployment is hindered by fundamental knowledge gaps and practical challenges, including insufficient mechanistic understanding, limited evaluation under real industrial conditions, and the absence of effective regeneration protocols for complex matrices.In this context, the dissertation presented here develops and evaluates an ion-exchange-based process using the commercial resin AmberLite IRA-900 for effective and sustainable Se removal from aqueous solutions. The work progresses through three interconnected tasks. The first task establishes a comprehensive understanding of Se oxyanion equilibrium, kinetics, and competitive interactions on IRA-900, supported by the mechanistic equilibrium and kinetic models that describe the ion-exchange behavior. The second task advances the evaluation to continuous-flow fixed-bed operations across increasingly complex aqueous matrices, from simulated wastewaters to real industrial leachate, and explores an integrated treatment strategy combining crystallization pretreatment with ion exchange polishing. The third task addresses resin regeneration, developing and validating a novel two-step protocol that overcomes the limitations of conventional approaches in complex industrial matrices. Together, these tasks establish a comprehensive scientific framework that bridges fundamental ion-exchange principles with practical process development, advancing the knowledge base needed for the effective treatment of Se-contaminated industrial wastewaters.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003EIon Exchange for the Capture of Aqueous Selenium Oxyanions\u003C\/strong\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Ion Exchange for the Capture of Aqueous Selenium Oxyanions"}],"uid":"27707","created_gmt":"2026-04-23 12:04:00","changed_gmt":"2026-04-23 12:04:34","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-05T10:00:00-04:00","event_time_end":"2026-05-05T12:00:00-04:00","event_time_end_last":"2026-05-05T12:00:00-04:00","gmt_time_start":"2026-05-05 14:00:00","gmt_time_end":"2026-05-05 16:00:00","gmt_time_end_last":"2026-05-05 16:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Room 4222, Price Gilbert Memorial Library ","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"100811","name":"Phd Defense"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689960":{"#nid":"689960","#data":{"type":"event","title":"PhD Defense by Sichen Jin","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETitle:\u003C\/strong\u003E \u003Cem\u003EBridging Spatial and Social Network Analysis through Visual Analytics\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDate:\u003C\/strong\u003E\u0026nbsp;Monday, May 11, 2026\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ETime:\u003C\/strong\u003E\u0026nbsp;4:30\u20136:30 PM Eastern time (U.S.)\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ELocation:\u0026nbsp;\u003C\/strong\u003ETechnology Square Research Building (\u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fmaps.app.goo.gl%2Fi8yusVJT3cryf5yC7\u0026amp;data=05%7C02%7Ctm186%40gtvault.onmicrosoft.com%7Cd28854b9c817485399e808dea08fd6ff%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639124736818490949%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=eIFtmA4rwcYB3Eut2yHKkrW5ucEP8uZjQ%2BIJmsU1ggo%3D\u0026amp;reserved=0\u0022 title=\u0022https:\/\/maps.app.goo.gl\/i8yusVJT3cryf5yC7\u0022\u003ETSRB\u003C\/a\u003E)\u0026nbsp;Room 334 (VIS Lab)\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EVirtual Meeting (hybrid):\u003C\/strong\u003E\u0026nbsp;\u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fgatech.zoom.us%2Fj%2F6902674214%3Fpwd%3DWXgrZ1RkOVlhaWhUci83R1h0UER1QT09\u0026amp;data=05%7C02%7Ctm186%40gtvault.onmicrosoft.com%7Cd28854b9c817485399e808dea08fd6ff%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639124736818531092%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=mhTF1qaUXjqKjhd1b0WcPCiaCFcLJzvrgWGDg9JjO60%3D\u0026amp;reserved=0\u0022\u003Ehttps:\/\/gatech.zoom.us\/j\/6902674214?pwd=WXgrZ1RkOVlhaWhUci83R1h0UER1QT09\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ESichen Jin\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EPh.D. Candidate in Computer Science\u003C\/p\u003E\u003Cp\u003ESchool of Interactive Computing, College of Computing\u003C\/p\u003E\u003Cp\u003EGeorgia Institute of Technology\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDr. Clio Andris (Advisor) - School of Interactive Computing, School of City \u0026amp; Regional Planning, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003EDr. Alex Endert - School of Interactive Computing, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003EDr. John Stasko - School of Interactive Computing, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003EDr. Yalong Yang\u0026nbsp;- School of Interactive Computing, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003EDr. Shrirang Abhyankar - Principal - AI \u0026amp; Optimization, The Electric Reliability Council of Texas\u003C\/p\u003E\u003Cp\u003E\u003Cbr\u003E\u003Cstrong\u003EAbstract\u003C\/strong\u003E\u003Cbr\u003ESpatial social networks (SSNs) represent social relationships embedded in geographic space, where nodes and edges are associated with geographic locations. Spatial social network analysis (SSNA) requires methods from both social network analysis (SNA) and geographic information systems (GIS), with applications in domains such as criminal network investigation, geosocial science, epidemiology, transportation and mobility analysis, urban planning, and location-based services. However, existing tools and workflows remain fragmented: SNA often ignores the influence of underlying geographic context, while GIS tools lack support for modeling relational structures. As a result, analysts often rely on disconnected pipelines that hinder effective SSNA.\u003C\/p\u003E\u003Cp\u003EThis dissertation addresses these challenges by investigating how visual analytics can bridge SNA and GIS for integrated SSNA through design studies, long-term empirical evaluation, and pedagogical implementation. These research goals and contributions are organized into four main thrusts:\u003C\/p\u003E\u003Cp\u003E(1) \u003Cstrong\u003EA visual analytics system for integrated SSNA.\u003C\/strong\u003E We present SNoMaN, an interactive visual analytic system that supports simultaneous exploration of network and geospatial contexts through coordinated views, interactions, and dynamically computed spatial\u2013network metrics. The system enables users to examine how spatial distributions relate to network structures, such as identifying whether densely connected communities are geographically clustered or dispersed. It also provides interactive visualizations for exploring relationships between geographic metrics (e.g., Euclidean distance, spatial dispersion, and average connection distance) and network metrics (e.g., degree, betweenness and closeness centralities, network density, and shortest path length), as well as for identifying anomalies.\u003C\/p\u003E\u003Cp\u003E(2) \u003Cstrong\u003EUncovering interdisciplinary needs and challenges.\u003C\/strong\u003E We conducted a workshop-based study using SNoMaN as a design probe with researchers from SNA and GIS backgrounds. The findings reveal both the value of visual analytics as a boundary object for cross-disciplinary collaboration and key sources of science friction, including differences in terminology, analytical expectations, and familiarity with spatial versus network concepts. These insights informed iterative refinement of the system.\u003C\/p\u003E\u003Cp\u003E(3) \u003Cstrong\u003EEmpirical evaluations of integrated SSNA.\u003C\/strong\u003E Building on iterative refinements of the system, we evaluated SNoMaN through longitudinal case studies with 12 domain experts using real-world datasets across diverse application domains. Over multiple sessions spanning several months, the results demonstrate that SNoMaN effectively supports exploratory spatial data analysis, hypothesis generation, and insight discovery. At the same time, the study highlights limitations related to transparency and trust in computed metrics, suggesting the need for improved interpretability and interoperability with programmable tools.\u003C\/p\u003E\u003Cp\u003E(4) \u003Cstrong\u003ESSNA teaching modules using visual analytics.\u003C\/strong\u003E We developed a learner-centered SSNA teaching module built around SNoMaN, designed to lower barriers to interdisciplinary learning across SNA and GIS. The curriculum was implemented across eight universities in multiple disciplines and evaluated through instructor observations, student engagement, and learning outcomes, leading to insights for broader interdisciplinary education.\u003C\/p\u003E\u003Cp\u003EOverall, this work shows that integrating geographic and network perspectives through visual analytics enables new forms of reasoning about SSNs that are difficult to achieve with fragmented workflows. By combining design study, empirical evaluation, and pedagogical contributions, this dissertation contributed to the use of visual analytics for interdisciplinary SNA and GIS analysis and supports broader adoption of SSNA in both research and education.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cem\u003EBridging Spatial and Social Network Analysis through Visual Analytics\u003C\/em\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Bridging Spatial and Social Network Analysis through Visual Analytics"}],"uid":"27707","created_gmt":"2026-04-23 12:00:25","changed_gmt":"2026-04-23 12:02:21","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-11T16:30:00-04:00","event_time_end":"2026-05-11T18:30:00-04:00","event_time_end_last":"2026-05-11T18:30:00-04:00","gmt_time_start":"2026-05-11 20:30:00","gmt_time_end":"2026-05-11 22:30:00","gmt_time_end_last":"2026-05-11 22:30:00","rrule":null,"timezone":"America\/New_York"},"location":" Technology Square Research Building (TSRB) Room 334 (VIS Lab) ","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"100811","name":"Phd Defense"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689959":{"#nid":"689959","#data":{"type":"event","title":"Education Abroad Fair","body":[{"value":"\u003Cp\u003EThe Education Abroad Fair is a premier opportunity for Georgia Tech students to engage directly with the people behind Tech\u2019s education abroad programs. Sponsored by the Office of International Education (OIE), the fair brings together faculty and staff program leaders, advisors, and key campus partners to share in-depth information about program offerings. Students will also have the chance to connect with study abroad alumni who can speak firsthand about their experiences abroad and the academic and personal impact of participation. This event is ideal for students who are actively exploring specific programs or ready to take the next step in their planning process. Through resource sharing and meaningful conversations, attendees can gain clarity on program fit, academic expectations, and application timelines. Whether refining options or confirming plans, the Education Abroad Fair provides the insight and connections needed to move forward with confidence.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EConnect with faculty leaders, advisors, and study abroad alumni to explore Tech\u2019s education abroad programs and gain deeper insight into your global opportunities.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Connect with faculty leaders, advisors, and study abroad alumni to explore Tech\u2019s education abroad programs and gain deeper insight into your global opportunities."}],"uid":"36675","created_gmt":"2026-04-23 11:59:05","changed_gmt":"2026-04-23 12:00:47","author":"lyarbrough30","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-10-20T10:00:00-04:00","event_time_end":"2026-10-20T14:00:00-04:00","event_time_end_last":"2026-10-20T14:00:00-04:00","gmt_time_start":"2026-10-20 14:00:00","gmt_time_end":"2026-10-20 18:00:00","gmt_time_end_last":"2026-10-20 18:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Exhibition Hall: Midtown Room","extras":["free_food","freebies"],"groups":[{"id":"170341","name":"Education Abroad"},{"id":"270431","name":"Global Internship Program"},{"id":"1297","name":"Office of International Education"}],"categories":[],"keywords":[{"id":"195056","name":"OIE, Office of International Education, Education Abroad, Global Research \u0026 Internship Program, International Plan, Exchange Programs, Faculty-Led Programs"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"10377","name":"Career\/Professional development"},{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003ERory Prine\u0026nbsp;\u003Cbr\u003E\u003Ca href=\u0022mailto:rory.prine@oie.gatech.edu\u0022\u003Erory.prine@oie.gatech.edu\u003C\/a\u003E\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"689957":{"#nid":"689957","#data":{"type":"event","title":"International Opportunities Open House","body":[{"value":"\u003Cp\u003EExplore the world with Georgia Tech at the International Opportunities Open House. Meet with OIE advisors and learn about Tech\u2019s 130+ study abroad programs, global research and internship opportunities, the International Plan, scholarships, and more\u2014all in one place. Each year, over 2,500 Tech students study abroad, gaining global experience while progressing toward their degree. Studying abroad on a Tech-sponsored program allows students to earn in-residence academic credit outside of the United States. Whether you\u2019re just starting to explore or actively planning, this event is designed to help you navigate your options and next steps. Stop by to ask questions, make connections, and discover how international experiences can fit into your academic journey at Tech.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ELearn about 130+ Tech-sponsored global opportunities, how 2,500+ students study abroad each year, and how you can earn in-residence academic credit while gaining international experience.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Learn about 130+ Tech-sponsored global opportunities, how 2,500+ students study abroad each year, and how you can earn in-residence academic credit while gaining international experience."}],"uid":"36675","created_gmt":"2026-04-23 11:54:57","changed_gmt":"2026-04-23 11:58:11","author":"lyarbrough30","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-09-01T10:30:00-04:00","event_time_end":"2026-09-01T12:00:00-04:00","event_time_end_last":"2026-09-01T12:00:00-04:00","gmt_time_start":"2026-09-01 14:30:00","gmt_time_end":"2026-09-01 16:00:00","gmt_time_end_last":"2026-09-01 16:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Skiles Courtyard","extras":["free_food","freebies"],"groups":[{"id":"170341","name":"Education Abroad"},{"id":"270431","name":"Global Internship Program"},{"id":"1297","name":"Office of International Education"}],"categories":[],"keywords":[{"id":"195055","name":"OIE, Office of International Education, education abroad, study abroad, exchange programs, Global Research \u0026 Internship Program, GRIP, faculty-led programs, International Plan, IP"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"10377","name":"Career\/Professional development"},{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003ERory Prine\u0026nbsp;\u003Cbr\u003E\u003Ca href=\u0022mailto:rory.prine@oie.gatech.edu\u0022\u003Erory.prine@oie.gatech.edu\u003C\/a\u003E\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"689958":{"#nid":"689958","#data":{"type":"event","title":"PhD Defense by  Myungeun Eom","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETitle:\u0026nbsp;\u003C\/strong\u003ELarge-Scale Optimization for On-Demand Transportation Platforms and E-Commerce Supply Chains\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDate:\u0026nbsp;\u003C\/strong\u003EMonday, May 4th, 2026\u003Cbr\u003E\u003Cstrong\u003ETime:\u0026nbsp;\u003C\/strong\u003E2:00 pm \u2013 3:30 pm ET\u003Cbr\u003E\u003Cstrong\u003ELocation:\u0026nbsp;\u003C\/strong\u003EGroseclose 303 and\u0026nbsp;\u003Ca href=\u0022https:\/\/teams.microsoft.com\/meet\/2412611472354?p=EqGrC6NrxIyeGkwf2L\u0022\u003ETeams\u003C\/a\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee:\u003C\/strong\u003E\u003Cbr\u003EDr. Alejandro Toriello (Advisor), H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology\u003Cbr\u003EDr. Alan Erera, H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology\u003Cbr\u003EDr. Chelsea White, H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology\u003Cbr\u003EDr. Myunseok Cheon, Supply Chain Optimization Technologies, Amazon\u003Cbr\u003EDr. Chiwei Yan, Department of Industrial Engineering and Operations Research, University of California, Berkeley\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbstract:\u003C\/strong\u003E\u003Cbr\u003EThis thesis studies three classes of optimization problems that arise in on-demand transportation platforms and e-commerce supply chains. We develop scalable and practical algorithms for systems operating at large scale under uncertainty or with complex combinatorial structure.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EChapter 2 studies a dynamic non-bipartite stochastic matching problem, where nodes appear following a type-specific independent distribution and wait in the system for a given sojourn time. This problem is motivated by applications in ride-sharing and freight transportation marketplaces. We study the asymptotic properties of two widely used policies, batching and greedy, by analyzing a single-pair case and then converting to the general counterpart using a fluid relaxation and randomization. We also extend our model to an impatient setting in which each unmatched node leaves at the end of each period with a type-dependent probability. We show that the results for the two policies still hold under different assumptions about the nodes\u0027 patience. Finally, we conduct a computational study simulating freight transportation and ride-sharing marketplaces to assess the empirical effectiveness of the policies. Our results suggest that managers can achieve near-optimal performance by using greedy or batching policies, with only a reasonably small maximum waiting time guarantee, and even in the presence of potentially impatient nodes.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EChapter 3 studies a network design problem with service time guarantees at industrial scale, motivated by the parcel delivery industry. This tactical service network design problem determines primary paths and delivery schedules for packages to minimize transportation and handling costs while ensuring committed service times. To construct a solution for a real-world instance with over 1,000 nodes, one million arcs, and 40,000 commodities, we propose a recursive graph partitioning and batching method. This method partitions the network into smaller regions and solves the problem for each region, considering only commodities whose origin and destination are in the same region. For commodities crossing regions, we first determine an appropriate sub-network, then solve a restricted model on this sub-network. To handle the large number of commodities, we divide these into batches based on schedule slack (intuitively, how flexibly a commodity can be scheduled) and solve the problem sequentially over each batch. Finally, we reoptimize commodities in low-utilization trailers. We demonstrate the scalability and efficiency of our approach through computational studies on real-world instances from an industry partner. Our method finds high-quality solutions after several hours of computing time, while a commercial solver is unable to even build a model for a much smaller instance.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EChapter 4 studies an inventory distribution problem for e-commerce supply chains. Despite extensive research on e-commerce supply chain optimization, some operational constraints remain underexplored. One critical factor is case-breaking at warehouses, where goods shipped in large quantities (case-packs) are disaggregated into individual units to meet retailers\u2019 preference for small, frequent replenishments. Limited processing capacity may prevent all cases from being broken upstream, making it important to decide which cases to disaggregate and how to distribute both individual units and intact cases. Motivated by this, we study a case-pack allocation problem with case-breaking capacity constraints. Assuming deterministic warehouse inventory and target inventory levels at retailers, we optimize a concave, nondecreasing surrogate objective capturing product urgency, current inventory, and expected demand. We formulate an integer program and propose a column generation algorithm with efficient pricing heuristics. Computational experiments on realistic instances show the method finds near-optimal solutions with an average optimality gap of 0.004\\% in 136 minutes, outperforming a commercial solver both in solution quality and runtime. We also analyze how the inventory distribution plan changes under tighter capacity constraints and varying warehouse constraints.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ELarge-Scale Optimization for On-Demand Transportation Platforms and E-Commerce Supply Chains\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Large-Scale Optimization for On-Demand Transportation Platforms and E-Commerce Supply Chains"}],"uid":"27707","created_gmt":"2026-04-23 11:57:31","changed_gmt":"2026-04-23 11:58:10","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-04T14:00:00-04:00","event_time_end":"2026-05-04T15:30:00-04:00","event_time_end_last":"2026-05-04T15:30:00-04:00","gmt_time_start":"2026-05-04 18:00:00","gmt_time_end":"2026-05-04 19:30:00","gmt_time_end_last":"2026-05-04 19:30:00","rrule":null,"timezone":"America\/New_York"},"location":"Groseclose 303 and Teams ","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"100811","name":"Phd Defense"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689956":{"#nid":"689956","#data":{"type":"event","title":"PhD Proposal by Elnaz Jamshidi","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003EElnaz Jamshidi\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EAdvisor: Prof. Kyriaki Kalaitzidou\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003Ewill propose a doctoral thesis entitled,\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EStructural Insulated Panels with Adhesive-free Oriented Strand Boards and\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EBio-based Thermal Insulation Core\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EOn\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EWednesday, May 13, 2026, at 10:00 a.m.\u003C\/p\u003E\u003Cp\u003E4211 Conference Room MRDC\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003Eand\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EVirtually via MS Teams or Zoom\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ELink:\u0026nbsp;\u003C\/strong\u003E\u003Ca href=\u0022https:\/\/teams.microsoft.com\/meet\/283808438267064?p=W0aj0ooOXQb9FqlBGE\u0022\u003Ehttps:\/\/teams.microsoft.com\/meet\/283808438267064?p=W0aj0ooOXQb9FqlBGE\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003EMeeting ID: 283 808 438 267 064\u003C\/p\u003E\u003Cp\u003EPasscode: TE3Wn2LK\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u2022 Prof. Kyriaki Kalaitzidou - School of Materials Science and Engineering (advisor)\u003C\/p\u003E\u003Cp\u003E\u2022 Prof. Valerie M. Thomas - H. Milton Stewart School of Industrial and Systems Engineering\u003C\/p\u003E\u003Cp\u003E\u2022 Prof. Karl Jacob - School of Materials Science and Engineering\u003C\/p\u003E\u003Cp\u003E\u2022 Prof. Carson Meredith - School of Chemical and Biomolecular Engineering\u003C\/p\u003E\u003Cp\u003E\u2022 Dr. Robert J. Moon - USDA Forest Products Laboratory\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbstract\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EStructural insulated panels (SIPs) are widely used in building applications because they provide an\u003C\/p\u003E\u003Cp\u003Eefficient combination of structural support, low weight, and thermal insulation. Despite these\u003C\/p\u003E\u003Cp\u003Eadvantages, conventional SIPs typically rely on petroleum-based foam cores and wood composites bonded with formaldehyde-based adhesives, which raise environmental and health concerns. The development of sustainable alternatives is therefore important for reducing dependence on fossil derived materials and improving the environmental profile of structural building components. This research addresses that need through the development of bio-based SIPs composed of adhesive-free oriented strand board (OSB) facings and renewable insulation core materials. A major focus of this thesis is the fabrication of adhesive-free OSB by activating native lignin in wood strands through an alkaline-hydrothermal treatment. The process involves NaOH soaking, autoclaving, and hot pressing, and is intended to promote interfacial bonding without the addition of synthetic resin. Preliminary studies have demonstrated the feasibility of this approach, with optimized processing conditions producing bonding strengths comparable to formaldehyde-bonded controls. Chemical and surface characterization further suggest the formation of a lignin-rich interphase, supporting the hypothesis that mobilized native lignin contributes to adhesive-free bonding. These findings establish a strong foundation for using treated wood strands as sustainable structural facings in SIP systems. In parallel, this research investigates bio-based insulation core materials derived from natural fibers and renewable binders, including lignin-based systems. Particular attention is given to the influence of composition, density, and processing conditions on thermal conductivity, porosity, moisture response, and mechanical integrity. Understanding these relationships is essential for identifying core materials that provide both effective insulation and sufficient structural compatibility with the panel facings. The optimized core materials will then be integrated with adhesive-free OSB facings to fabricate complete SIP structures. Overall, this work seeks to establish a pathway toward formaldehyde-free, high-performance structural panels derived from renewable resources and to contribute to the broader development of safer, more sustainable materials for the construction industry.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003EStructural Insulated Panels with Adhesive-free Oriented Strand Boards and\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EBio-based Thermal Insulation Core\u003C\/strong\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Structural Insulated Panels with Adhesive-free Oriented Strand Boards and Bio-based Thermal Insulation Core"}],"uid":"27707","created_gmt":"2026-04-23 11:55:57","changed_gmt":"2026-04-23 11:56:33","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-13T10:00:00-04:00","event_time_end":"2026-05-13T12:00:00-04:00","event_time_end_last":"2026-05-13T12:00:00-04:00","gmt_time_start":"2026-05-13 14:00:00","gmt_time_end":"2026-05-13 16:00:00","gmt_time_end_last":"2026-05-13 16:00:00","rrule":null,"timezone":"America\/New_York"},"location":"4211 Conference Room MRDC and Virtually via MS Teams or Zoom","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"102851","name":"Phd proposal"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689955":{"#nid":"689955","#data":{"type":"event","title":"PhD Defense by HUILI HUANG","body":[{"value":"\u003Cp\u003ESchool of Civil and Environmental Engineering\u003C\/p\u003E\u003Cp\u003EPh.D. Thesis Defense Announcement\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EPOST-DISASTER DAMAGE ASSESSMENT USING DEEP LEARNING WITH\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ESURROGATE DATA\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EBy\u003Cstrong\u003E\u0026nbsp;HUILI HUANG\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EAdvisor:\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDr. Max Mahdi Roozbahani (COC) \u0026amp; Dr. J. David Frost (CEE)\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003ECommittee Members:\u003Cstrong\u003E\u0026nbsp; Dr. B. Aditya Prakash (COC),\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDr. Duen Horng Chau (COC),\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDr. Nimisha Roy (COC)\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDate and Time:\u003Cstrong\u003E\u0026nbsp; May, 5th, 2026. 11:00 AM EST\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003ELocation:\u0026nbsp;SEB122\/\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003E\u003Ca href=\u0022https:\/\/teams.microsoft.com\/meet\/27868450097026?p=7JAII0s7X3YKKAgSyG\u0022 target=\u0022_blank\u0022 title=\u0022Meeting join\u0022\u003E\u003Cstrong\u003Ehttps:\/\/teams.microsoft.com\/meet\/27868450097026?p=7JAII0s7X3YKKAgSyG\u003C\/strong\u003E\u003C\/a\u003E\u0026nbsp;\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EABSTRACT\u003Cbr\u003ENatural hazards such as earthquakes, hurricanes, floods, wildfires, and landslides continue to cause substantial human and economic losses worldwide. This dissertation addresses the cold-start problem in post-disaster damage assessment, where timely and reliable damage information is urgently needed in the early aftermath of a hazard event, yet event-specific labeled data and expert-verified assessments are often unavailable. To mitigate this challenge, this dissertation investigates the use of surrogate data, defined here as timely, opportunistic, or non-traditional observations that provide proxy evidence of damage, disruption, or recovery when authoritative assessments are delayed. Specifically, this work examines nighttime lights as a proxy for regional disruption and recovery, and ground-view imagery from social media and expert reconnaissance as a source of fine-grained, asset-level damage evidence. Building on these data streams, it develops benchmark datasets, scalable annotation protocols, and computational methods for damage assessment under limited supervision, heterogeneous observations, and domain shift, including ScaleNet for multi-scale representation learning, DASeg for weakly supervised damage localization using vision foundation models, and SeismoMind for zero-shot damage assessment using multimodal large language models. Overall, the findings show that surrogate data, combined with robust and generalizable deep learning frameworks, can substantially mitigate cold-start constraints and enable more timely, scalable, and actionable post-disaster damage assessment.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003EPOST-DISASTER DAMAGE ASSESSMENT USING DEEP LEARNING WITH\u003C\/strong\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"POST-DISASTER DAMAGE ASSESSMENT USING DEEP LEARNING WITH"}],"uid":"27707","created_gmt":"2026-04-23 11:53:51","changed_gmt":"2026-04-23 11:54:41","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-05T11:00:00-04:00","event_time_end":"2026-05-05T13:00:00-04:00","event_time_end_last":"2026-05-05T13:00:00-04:00","gmt_time_start":"2026-05-05 15:00:00","gmt_time_end":"2026-05-05 17:00:00","gmt_time_end_last":"2026-05-05 17:00:00","rrule":null,"timezone":"America\/New_York"},"location":"SEB122","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"100811","name":"Phd Defense"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689954":{"#nid":"689954","#data":{"type":"event","title":"PhD Proposal by John\u202fKos ","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003EModern Inquiry-Based Modeling in Interactive Learning Environments: An AI Agent System to Support Inquiry\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u202f\u202f\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EJohn\u202fKos\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EPh.D. Student in Human-centered Computing\u202f\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ESchool of Interactive Computing\u202f\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EGeorgia Institute of Technology\u202f\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u202f\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDate: May 6th\u202f2026\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ETime:\u003C\/strong\u003E\u202f2:00pm-4:00pm\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ELocation:\u003C\/strong\u003E\u202fCODA 1203 Five Points\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ETeams\u202f\u003Ca href=\u0022https:\/\/teams.microsoft.com\/l\/meetup-join\/19%3ameeting_NThiMDVhMzAtYmQ4My00YTdkLTljM2EtMTFkZjdmYmU2MDky%40thread.v2\/0?context=%7b%22Tid%22%3a%22482198bb-ae7b-4b25-8b7a-6d7f32faa083%22%2c%22Oid%22%3a%22321080b5-c3a1-40cd-91fd-69c586df4a24%22%7d\u0022 target=\u0022_blank\u0022\u003ELink\u003C\/a\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee:\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAshok Goel (Advisor) - School of Interactive Computing, Georgia Tech\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EChris Dede -\u0026nbsp;Graduate School of Education,\u0026nbsp;Harvard University\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EChristopher MacLellan - School of Interactive Computing, Georgia Tech\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EChristina Schwarz - College of Education, Michigan State University\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ESashank Varma - School of Interactive Computing, Georgia Tech\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EEmily Weigel\u0026nbsp;\u2013\u0026nbsp;School of\u0026nbsp;Biological Sciences, Georgia Tech\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbstract\u003C\/strong\u003E\u202f\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAdult learners are often asked to address open-ended problems that require critical thinking such as scientific inquiry. In scientific inquiry, scientists use inquiry-based\u0026nbsp;modeling to develop\u0026nbsp;hypotheses, evaluate the model based on data, revise the model, and evaluate the outcome of their hypotheses.\u0026nbsp;Supporting inquiry education\u0026nbsp;is\u0026nbsp;challenging because it requires the learners to engage in both cognitive (thinking about a problem) and metacognitive (thinking about one\u2019s thinking, high level planning, and reflection)\u0026nbsp;processes.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAI and education tools built to\u0026nbsp;assist\u0026nbsp;these\u0026nbsp;processes\u0026nbsp;have been an\u0026nbsp;open line of research in the literature for two decades.\u0026nbsp;A series of obstacles including modeling the\u0026nbsp;learner\u2019s\u0026nbsp;thought process,\u0026nbsp;establishing\u0026nbsp;the necessary cognitive understanding, and properly encouraging active engagement with metacognitive thinking have presented challenges to tools\u0026nbsp;seeking\u0026nbsp;to support metacognitive thinking using traditional machine learning methods.\u0026nbsp;Traditional machine learning techniques have only been modestly successful in inferring intent from\u0026nbsp;learner\u0026nbsp;modeling actions, and as a result\u0026nbsp;AI agents have struggled with supporting\u0026nbsp;metacognitive\u0026nbsp;thinking.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EI\u0026nbsp;propose that the advent of\u0026nbsp;Generative AI,\u0026nbsp;paired with\u0026nbsp;learner\u0026nbsp;self-explanations,\u0026nbsp;allows\u0026nbsp;for evaluation and guidance of\u0026nbsp;the\u0026nbsp;learner\u0027s metacognitive thinking.\u0026nbsp;My research\u0026nbsp;explores the use of this new paradigm\u0026nbsp;to support the learner through two different metacognitive processes:\u0026nbsp;inquiry and\u0026nbsp;metamodeling.\u0026nbsp;Using the\u0026nbsp;interactive learning environment VERA\u0026nbsp;as a platform, I design specialized LLM\u0026nbsp;agents\u0026nbsp;to\u0026nbsp;enable these\u0026nbsp;metacognitive processes\u0026nbsp;in the\u0026nbsp;context of\u0026nbsp;modeling ecological systems.\u0026nbsp;To additionally support these processes, an\u0026nbsp;additional\u0026nbsp;AI agent orchestration system is designed to evaluate user self-explanation and cognitively scaffold\u0026nbsp;user\u0026nbsp;inquiry using a handful of other AI agents.\u0026nbsp;I plan to\u0026nbsp;evaluate the\u0026nbsp;above Agentic AI\u0026nbsp;system\u0026nbsp;with\u0026nbsp;a set of pilot studies\u0026nbsp;designed\u0026nbsp;to\u0026nbsp;measure\u0026nbsp;the\u0026nbsp;gains in\u0026nbsp;learning outcomes\u0026nbsp;from\u0026nbsp;the metacognitive\u0026nbsp;agents. Additionally, I will do an\u0026nbsp;analysis of differing architectures for AI agent orchestration\u0026nbsp;and selection, to\u0026nbsp;demonstrate\u0026nbsp;proper deployment of the correct agent based on the learner\u2019s\u0026nbsp;self-explanation.\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003EModern Inquiry-Based Modeling in Interactive Learning Environments: An AI Agent System to Support Inquiry\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Modern Inquiry-Based Modeling in Interactive Learning Environments: An AI Agent System to Support Inquiry "}],"uid":"27707","created_gmt":"2026-04-23 11:51:26","changed_gmt":"2026-04-23 11:52:00","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-06T14:00:00-04:00","event_time_end":"2026-05-06T16:00:00-04:00","event_time_end_last":"2026-05-06T16:00:00-04:00","gmt_time_start":"2026-05-06 18:00:00","gmt_time_end":"2026-05-06 20:00:00","gmt_time_end_last":"2026-05-06 20:00:00","rrule":null,"timezone":"America\/New_York"},"location":"CODA 1203 Five Points ","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"102851","name":"Phd proposal"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689947":{"#nid":"689947","#data":{"type":"event","title":"Launch and Libations","body":[{"value":"\u003Cp\u003EJoin us on May 4th for a casual evening networking with the professionals shaping the future of the space industry.\u003Cbr\u003E\u003Cbr\u003EFeaturing Special Guests from the US Space Force \u2014 welcome to Atlanta!\u003Cbr\u003E\u003Cbr\u003ESponsored by Reed Smith, Georgia Tech Space Research Institute, Mantis Space, and Kennesaw State University.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EA networking event for professionals in the space sector.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"A networking event for professionals in the space sector."}],"uid":"35575","created_gmt":"2026-04-22 14:55:43","changed_gmt":"2026-04-22 14:58:18","author":"adavidson38","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-04T18:00:00-04:00","event_time_end":"2026-05-04T21:00:00-04:00","event_time_end_last":"2026-05-04T21:00:00-04:00","gmt_time_start":"2026-05-04 22:00:00","gmt_time_end":"2026-05-05 01:00:00","gmt_time_end_last":"2026-05-05 01:00:00","rrule":null,"timezone":"America\/New_York"},"location":"1020 Spring St NW, Atlanta, Georgia, US, 30309","extras":[],"related_links":[{"url":"https:\/\/www.linkedin.com\/events\/7450716430968246272\/","title":"Register here"}],"groups":[{"id":"660370","name":"Space"}],"categories":[],"keywords":[{"id":"189814","name":"go-researchevents"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"194613","name":"Industry"},{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"194945","name":"Alumni"},{"id":"78761","name":"Faculty\/Staff"},{"id":"177814","name":"Postdoc"},{"id":"78771","name":"Public"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689946":{"#nid":"689946","#data":{"type":"event","title":"PhD Proposal by Evanns G. Morales-Cuadrado","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETitle:\u0026nbsp;\u003C\/strong\u003EComputationally Efficient and Safe Control for Aerial Robotic Systems under Threat and Disturbance\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDate: \u003C\/strong\u003ETuesday, May 5th, 2026\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ETime: \u003C\/strong\u003E10:00 AM\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ELocation: \u003C\/strong\u003ETSRB 423\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EVirtual Link:\u0026nbsp;\u003C\/strong\u003E\u003Ca href=\u0022https:\/\/teams.microsoft.com\/meet\/277536990612040?p=To1pMC8JMAJuDVMn4S\u0022\u003Ehttps:\/\/teams.microsoft.com\/meet\/277536990612040?p=To1pMC8JMAJuDVMn4S\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EEvanns G. Morales-Cuadrado\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003ERobotics PhD Student\u003C\/p\u003E\u003Cp\u003ESchool of Electrical and Computer Engineering\u003C\/p\u003E\u003Cp\u003EGeorgia Institute of Technology\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDr. Samuel Coogan (Advisor) - School of Electrical and Computer Engineering \u0026amp; School of Civil and Environmental Engineering, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003EDr. Shreyas Kousik - School of Mechanical Engineering, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003EDr. Kyriakos Vamvoudakis\u0026nbsp;- School of Aerospace Engineering, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003EDr. Yorai Wardi - School of Electrical and Computer Engineering, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003EDr. Saman Zonouz- School of Cybersecurity and Privacy\u0026nbsp; \u0026amp; Electrical and Computer Engineering, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbstract:\u0026nbsp;\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EWe propose a comprehensive program for safe autonomy in robotic systems, with a particular focus on aerial platforms. This program is organized across three complementary layers: secure high-level control, safe trajectory planning under uncertainty, and computationally efficient low-level tracking. Preliminary work establishes a lightweight Newton\u2013Raphson-flow tracking controller with demonstrated alpha-stability on a miniature blimp, achieving competitive performance against PX4, feedback linearization, and nonlinear model predictive control across quadrotor and lighter-than-air platforms. A second line of work develops RTD-RAX, a reachability-based trajectory design and runtime assurance framework that combines offline parameterized reachable sets for rapid candidate generation with online mixed-monotone reachability verification and trajectory repair, enabling safe planning under bounded disturbances while avoiding conservative planning. Building on this foundation, the proposed work extends RTD-RAX to learned Gaussian process disturbance models, transitions prior numerical ground-vehicle results to hardware, and proposes extensions to aerial platforms with hardware validation. We also propose improved trajectory repair strategies, and extending RTD-RAX from reach-avoid missions to more complex STL missions by learning which control parameters map onto given STL specifications. We further propose a standalone learning-accelerated signal temporal logic framework that reduces reliance on repeated mixed-integer linear program solves while preserving safety guarantees. Additionally, this work proposes cyber-physical inoculation, in which fault signatures and certified backup controllers expand a resilient safe operating envelope against adversarial attacks. Together, these proposed contributions advance fast, efficient, and resilient autonomy for safety-critical cyber-physical systems.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EComputationally Efficient and Safe Control for Aerial Robotic Systems under Threat and Disturbance\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Computationally Efficient and Safe Control for Aerial Robotic Systems under Threat and Disturbance  "}],"uid":"27707","created_gmt":"2026-04-22 14:52:47","changed_gmt":"2026-04-22 14:53:24","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-05T10:00:00-04:00","event_time_end":"2026-05-05T12:00:00-04:00","event_time_end_last":"2026-05-05T12:00:00-04:00","gmt_time_start":"2026-05-05 14:00:00","gmt_time_end":"2026-05-05 16:00:00","gmt_time_end_last":"2026-05-05 16:00:00","rrule":null,"timezone":"America\/New_York"},"location":"TSRB 423","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"102851","name":"Phd proposal"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689944":{"#nid":"689944","#data":{"type":"event","title":"Community and Population Health Initiative (CAPHI) Spring 2026 Convening!","body":[{"value":"\u003Cp\u003EBy collaborating with Georgia Tech\u2019s\u0026nbsp;\u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fresearch.gatech.edu%2Finterdisciplinary-research-institutes\u0026amp;data=05%7C02%7Cpmardhanan3%40gatech.edu%7Cf350f730f86d4f476e4608de9fe56b0c%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639124004860274552%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=%2FUrmM5XJKr8KXydsfiSbzX%2BXn%2FqVb1O8NZ%2FGyBxKods%3D\u0026amp;reserved=0\u0022 rel=\u0022noopener noreferrer\u0022 target=\u0022_blank\u0022 title=\u0022Original URL: https:\/\/research.gatech.edu\/interdisciplinary-research-institutes. Click or tap if you trust this link.\u0022\u003EInterdisciplinary Research Institutes\u003C\/a\u003E\u0026nbsp;(IRIs) and programs from six Colleges, we amplify impact \u2014 linking breakthroughs in sustainability, people-centered and urban design, bioengineering, and data science, with systems thinking to transform health and wellbeing locally and across the globe.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003E\u0026nbsp;About the event\u003C\/strong\u003E: The April 29th event marks the next milestone in our collaborative journey and builds momentum from our convening last fall. This professionally facilitated event will kickstart interdisciplinary research ideas and pave a path for competitive formal funding submissions. \u003Cstrong\u003E$$\u003C\/strong\u003E \u003Cstrong\u003ECAPHI will provide research support and funding for follow-up professional grant writing services to teams formed during our Spring event. $$\u0026nbsp;\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EThis gathering is about aligning technical strengths and building essential relationships among participants. By connecting on both the capabilities and interpersonal levels, and by engaging in open dialogue, sharing perspectives, and fostering collaboration, we set the stage for meaningful impact and ensure that our collective efforts are both visionary and actionable. We look forward to seeing you there!\u003C\/p\u003E\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003EWhen\u003C\/strong\u003E: April 29th 2026, from 10:00 am to 3:45 pm\u003C\/li\u003E\u003Cli\u003E\u003Cstrong\u003EWhere\u003C\/strong\u003E: Dalney 180 Conference Room (926 Dalney Street NW, Atlanta GA 30318; \u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fosp.gatech.edu%2Fdalney180\u0026amp;data=05%7C02%7Cpmardhanan3%40gatech.edu%7Cf350f730f86d4f476e4608de9fe56b0c%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639124004860136240%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=Ors6Y16EavTR4br0dzlJoJGjA2hQmWGmZoA%2BqNrKE8I%3D\u0026amp;reserved=0\u0022 rel=\u0022noopener noreferrer\u0022 target=\u0022_blank\u0022 title=\u0022Original URL: https:\/\/osp.gatech.edu\/dalney180. Click or tap if you trust this link.\u0022\u003EDalney 180 | Office of Sponsored Programs\u003C\/a\u003E)\u003C\/li\u003E\u003Cli\u003E\u003Cstrong\u003EParking\u003C\/strong\u003E: W22 Dalney Parking Deck (\u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fosp.gatech.edu%2Fvisitors\u0026amp;data=05%7C02%7Cpmardhanan3%40gatech.edu%7Cf350f730f86d4f476e4608de9fe56b0c%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639124004860170689%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=XE0piXMBK0EeXUlVdAtKAuaFk0gaSe%2BPeYGak4jMx%2Fw%3D\u0026amp;reserved=0\u0022 rel=\u0022noopener noreferrer\u0022 target=\u0022_blank\u0022 title=\u0022Original URL: https:\/\/osp.gatech.edu\/visitors. Click or tap if you trust this link.\u0022\u003EDirections and Parking | Office of Sponsored Programs\u003C\/a\u003E)\u003C\/li\u003E\u003Cli\u003E\u003Cstrong\u003ERegistration\u003C\/strong\u003E: \u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fforms.cloud.microsoft%2Fr%2Fy9kKfn9N0U\u0026amp;data=05%7C02%7Cpmardhanan3%40gatech.edu%7Cf350f730f86d4f476e4608de9fe56b0c%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639124004860199912%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=rO9DZozZgYIL0Kks8Njk2XgRZs2sv3BT5qCRX2NlzTQ%3D\u0026amp;reserved=0\u0022 rel=\u0022noopener noreferrer\u0022 target=\u0022_blank\u0022 title=\u0022Original URL: https:\/\/forms.cloud.microsoft\/r\/y9kKfn9N0U. Click or tap if you trust this link.\u0022\u003ECommunity \u0026amp; Population Health Initiative (CAPHI)\u0026nbsp; Spring 2026 Convening \u2013 Fill out form\u003C\/a\u003E\u003C\/li\u003E\u003Cli\u003E\u003Cstrong\u003ECAPHI Researcher Database\u003C\/strong\u003E: \u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fforms.cloud.microsoft%2Fr%2FMZHawVKd4x\u0026amp;data=05%7C02%7Cpmardhanan3%40gatech.edu%7Cf350f730f86d4f476e4608de9fe56b0c%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639124004860229471%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=UFXx55ThxNkY4a2F8esqxRLI71MJugIfuLDtUKGPAoc%3D\u0026amp;reserved=0\u0022 rel=\u0022noopener noreferrer\u0022 target=\u0022_blank\u0022 title=\u0022Original URL: https:\/\/forms.cloud.microsoft\/r\/MZHawVKd4x. Click or tap if you trust this link.\u0022\u003ECAPHI Researcher Database \u2013 Fill out form\u003C\/a\u003E\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003EAbout CAPHI\u003C\/strong\u003E: Visit \u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fcommunityhealth.research.gatech.edu%2F\u0026amp;data=05%7C02%7Cpmardhanan3%40gatech.edu%7Cf350f730f86d4f476e4608de9fe56b0c%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639124004860252815%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=duwgk0wJLGBd9lq4ZnwzuNzLIYDTjzioXGZWs1ptWfw%3D\u0026amp;reserved=0\u0022 rel=\u0022noopener noreferrer\u0022 target=\u0022_blank\u0022 title=\u0022Original URL: https:\/\/communityhealth.research.gatech.edu\/. Click or tap if you trust this link.\u0022\u003Ehttps:\/\/communityhealth.research.gatech.edu\/\u003C\/a\u003E to learn more.\u003C\/p\u003E\u003Cp\u003EThe Community and Population Health Initiative is Georgia Tech\u2019s nexus for research and innovation at the intersection of health, technology, environment, and society. Our initiative brings together researchers, practitioners, and communities to reimagine health systems, investigate environmental quality, harness data for better decisions, and create healthier, more resilient communities.\u003C\/p\u003E\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003EWhen\u003C\/strong\u003E: April 29th 2026, from 10:00 am to 3:45 pm\u003C\/li\u003E\u003Cli\u003E\u003Cstrong\u003EWhere\u003C\/strong\u003E: Dalney 180 Conference Room (926 Dalney Street NW, Atlanta GA 30318; \u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fosp.gatech.edu%2Fdalney180\u0026amp;data=05%7C02%7Cpmardhanan3%40gatech.edu%7Cf350f730f86d4f476e4608de9fe56b0c%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639124004860136240%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=Ors6Y16EavTR4br0dzlJoJGjA2hQmWGmZoA%2BqNrKE8I%3D\u0026amp;reserved=0\u0022 rel=\u0022noopener noreferrer\u0022 target=\u0022_blank\u0022 title=\u0022Original URL: https:\/\/osp.gatech.edu\/dalney180. Click or tap if you trust this link.\u0022\u003EDalney 180 | Office of Sponsored Programs\u003C\/a\u003E)\u003C\/li\u003E\u003Cli\u003E\u003Cstrong\u003EParking\u003C\/strong\u003E: W22 Dalney Parking Deck (\u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fosp.gatech.edu%2Fvisitors\u0026amp;data=05%7C02%7Cpmardhanan3%40gatech.edu%7Cf350f730f86d4f476e4608de9fe56b0c%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639124004860170689%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=XE0piXMBK0EeXUlVdAtKAuaFk0gaSe%2BPeYGak4jMx%2Fw%3D\u0026amp;reserved=0\u0022 rel=\u0022noopener noreferrer\u0022 target=\u0022_blank\u0022 title=\u0022Original URL: https:\/\/osp.gatech.edu\/visitors. Click or tap if you trust this link.\u0022\u003EDirections and Parking | Office of Sponsored Programs\u003C\/a\u003E)\u003C\/li\u003E\u003Cli\u003E\u003Cstrong\u003ERegistration\u003C\/strong\u003E: \u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fforms.cloud.microsoft%2Fr%2Fy9kKfn9N0U\u0026amp;data=05%7C02%7Cpmardhanan3%40gatech.edu%7Cf350f730f86d4f476e4608de9fe56b0c%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639124004860199912%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=rO9DZozZgYIL0Kks8Njk2XgRZs2sv3BT5qCRX2NlzTQ%3D\u0026amp;reserved=0\u0022 rel=\u0022noopener noreferrer\u0022 target=\u0022_blank\u0022 title=\u0022Original URL: https:\/\/forms.cloud.microsoft\/r\/y9kKfn9N0U. Click or tap if you trust this link.\u0022\u003ECommunity \u0026amp; Population Health Initiative (CAPHI)\u0026nbsp; Spring 2026 Convening \u2013 Fill out form\u003C\/a\u003E\u003C\/li\u003E\u003Cli\u003E\u003Cstrong\u003ECAPHI Researcher Database\u003C\/strong\u003E: \u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fforms.cloud.microsoft%2Fr%2FMZHawVKd4x\u0026amp;data=05%7C02%7Cpmardhanan3%40gatech.edu%7Cf350f730f86d4f476e4608de9fe56b0c%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639124004860229471%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=UFXx55ThxNkY4a2F8esqxRLI71MJugIfuLDtUKGPAoc%3D\u0026amp;reserved=0\u0022 rel=\u0022noopener noreferrer\u0022 target=\u0022_blank\u0022 title=\u0022Original URL: https:\/\/forms.cloud.microsoft\/r\/MZHawVKd4x. Click or tap if you trust this link.\u0022\u003ECAPHI Researcher Database \u2013 Fill out form\u003C\/a\u003E\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"This event will kickstart interdisciplinary research ideas and pave a path for competitive formal funding submissions."}],"uid":"35191","created_gmt":"2026-04-22 13:59:35","changed_gmt":"2026-04-22 14:40:39","author":"pmardhanan3","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-04-29T10:00:00-04:00","event_time_end":"2026-04-29T15:45:00-04:00","event_time_end_last":"2026-04-29T15:45:00-04:00","gmt_time_start":"2026-04-29 14:00:00","gmt_time_end":"2026-04-29 19:45:00","gmt_time_end_last":"2026-04-29 19:45:00","rrule":null,"timezone":"America\/New_York"},"location":"Dalney 180 Conference Room - 926 Dalney Street NW, Atlanta GA 30318","extras":["free_food"],"groups":[{"id":"1188","name":"Research Horizons"}],"categories":[],"keywords":[{"id":"195053","name":"Community and Population Health Initiative"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"194684","name":"Free"}],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689943":{"#nid":"689943","#data":{"type":"event","title":"EAS Planetary \u0026 Astrobiology Seminar - Dr.  Thomas Gonz\u00e1lez Roberts","body":[{"value":"\u003Cp\u003EAs activity on the Moon accelerates, a central challenge is emerging: how to enable safe and efficient operations without locking in inequitable access to scarce and high-value resources. Proposed mechanisms such as \u201csafety zones\u201d are intended to prevent harmful interference between missions while also serving multiple purposes, including the protection of scientific research areas, preservation of unique or sensitive environments, coordination of infrastructure, and mitigation of operational risks. However, their real-world implications remain poorly understood. This talk examines how different approaches to defining and implementing safety zones\u2014varying in size, geometry, and duration\u2014shape outcomes on the lunar surface, drawing on simulation-based research that models multi-actor competition for limited resources. The results highlight a core tension: policies designed to ensure safety and protect scientific activity can unintentionally create exclusion, inefficiency, and long-term inequities, particularly by reinforcing first-mover advantages. The discussion also introduces emerging methods for evaluating these dynamics through scenario design and tabletop exercises, which allow stakeholders to explore the consequences of governance choices in advance, with the aim of informing more coordinated, efficient, and equitable approaches to lunar development.\u003C\/p\u003E\u003Cp\u003E*Refreshments: 10:30 AM - 11:00 AM (ES\u0026amp;T L1175)\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EAs activity on the Moon accelerates, a central challenge is emerging: how to enable safe and efficient operations without locking in inequitable access to scarce and high-value resources. Proposed mechanisms such as \u201csafety zones\u201d are intended to prevent harmful interference between missions while also serving multiple purposes, including the protection of scientific research areas, preservation of unique or sensitive environments, coordination of infrastructure, and mitigation of operational risks. However, their real-world implications remain poorly understood. This talk examines how different approaches to defining and implementing safety zones\u2014varying in size, geometry, and duration\u2014shape outcomes on the lunar surface, drawing on simulation-based research that models multi-actor competition for limited resources. The results highlight a core tension: policies designed to ensure safety and protect scientific activity can unintentionally create exclusion, inefficiency, and long-term inequities, particularly by reinforcing first-mover advantages. The discussion also introduces emerging methods for evaluating these dynamics through scenario design and tabletop exercises, which allow stakeholders to explore the consequences of governance choices in advance, with the aim of informing more coordinated, efficient, and equitable approaches to lunar development.\u003C\/p\u003E\u003Cp\u003E*Refreshments: 10:30 AM - 11:00 AM (ES\u0026amp;T L1175)\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"First Come, First Served? Modeling Access and Exclusion on the Lunar Surface"}],"uid":"36678","created_gmt":"2026-04-22 12:08:56","changed_gmt":"2026-04-22 12:19:00","author":"tbuchanan9","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-04-24T11:00:00-04:00","event_time_end":"2026-04-24T12:00:00-04:00","event_time_end_last":"2026-04-24T12:00:00-04:00","gmt_time_start":"2026-04-24 15:00:00","gmt_time_end":"2026-04-24 16:00:00","gmt_time_end_last":"2026-04-24 16:00:00","rrule":null,"timezone":"America\/New_York"},"location":"EST L1175","extras":["free_food"],"hg_media":{"680023":{"id":"680023","type":"image","title":"Robert Headshot","body":null,"created":"1776860093","gmt_created":"2026-04-22 12:14:53","changed":"1776860093","gmt_changed":"2026-04-22 12:14:53","alt":"Robert Headshot","file":{"fid":"264256","name":"Robert-s-Headshot.jpeg","image_path":"\/sites\/default\/files\/2026\/04\/22\/Robert-s-Headshot.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/22\/Robert-s-Headshot.jpeg","mime":"image\/jpeg","size":5089818,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/22\/Robert-s-Headshot.jpeg?itok=zHwL6VeA"}}},"media_ids":["680023"],"groups":[{"id":"364801","name":"School of Earth and Atmospheric Sciences (EAS)"}],"categories":[],"keywords":[{"id":"175623","name":"EAS Seminar"},{"id":"722","name":"Astrobiology"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689941":{"#nid":"689941","#data":{"type":"event","title":"SCS Visitor Seminar- Ilias Diakonikolas","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETalk Title: \u003C\/strong\u003EAlgorithmic Foundations of Robust Learning\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ESpeaker: \u0026nbsp;\u003C\/strong\u003EIlias Diakonikolas, Professor, The University of Wisconsin\u2013Madison\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbstract:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003ERobustness is a basic requirement for trustworthy machine learning, yet achieving it efficiently in high dimensions has long been a fundamental challenge. For decades, the prevailing view was that learning algorithms with strong robustness guarantees necessarily come with prohibitive computational cost, creating a sharp tension between statistical guarantees and algorithmic tractability. This talk describes a research program aimed at overcoming this barrier through an algorithmic theory of robust learning.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;I will describe two interconnected threads within this research program. The first develops a unified framework for efficient robust high-dimensional estimation, including the first polynomial-time algorithms for several fundamental unsupervised learning tasks under adversarial corruption. The second studies supervised learning under noisy labels, with an emphasis on learning predictors with low-dimensional latent representations. I will conclude by discussing future directions, including robustness beyond worst-case corruption and the efficient learning of richer nonlinear representations.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EBio:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003Elias Diakonikolas is the Lubar Professor in the Department of Computer Sciences at UW Madison. He obtained a Diploma in electrical and computer engineering from the National Technical University of Athens and a Ph.D. in computer science from Columbia University where he was advised by Mihalis Yannakakis. Before moving to UW, he was an Andrew and Erna Viterbi Early Career Chair at USC and a faculty member at the University of Edinburgh. Prior to that, he was the Simons postdoctoral fellow in theoretical computer science at the University of California, Berkeley. His research is on the algorithmic foundations of massive data sets, in particular on designing efficient algorithms for fundamental problems in machine learning. He is a recipient of the ACM Grace Murray Hopper award, a Sloan Fellowship, an NSF CAREER Award, a Romnes Faculty Fellowship, a Google Faculty Research Award, a Marie Curie Fellowship, best paper awards at NeurIPS and COLT, the IBM Research Pat Goldberg Best Paper Award, and an honorable mention in the George Nicholson competition from the INFORMS society. Ilias wrote with Daniel Kane the textbook \u0022Algorithmic High-dimensional Robust Statistics\u0022 published by Cambridge University Press.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETalk Title: \u003C\/strong\u003EAlgorithmic Foundations of Robust Learning\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ESpeaker: \u0026nbsp;\u003C\/strong\u003EIlias Diakonikolas, Professor, The University of Wisconsin\u2013Madison\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"SCS Visitor Seminar-  Ilias Diakonikolas, Professor, The University of Wisconsin\u2013Madison"}],"uid":"36532","created_gmt":"2026-04-21 20:35:11","changed_gmt":"2026-04-21 20:35:11","author":"Morgan Usry","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-04-28T11:00:00-04:00","event_time_end":"2026-04-28T12:00:00-04:00","event_time_end_last":"2026-04-28T12:00:00-04:00","gmt_time_start":"2026-04-28 15:00:00","gmt_time_end":"2026-04-28 16:00:00","gmt_time_end_last":"2026-04-28 16:00:00","rrule":null,"timezone":"America\/New_York"},"location":"KACB 2447","extras":[],"groups":[{"id":"47223","name":"College of Computing"},{"id":"322011","name":"College of Computing Events"},{"id":"50875","name":"School of Computer Science"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"194683","name":"Talk"}],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"},{"id":"177814","name":"Postdoc"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689939":{"#nid":"689939","#data":{"type":"event","title":"Community \u0026 Population Health Initiative: Spring Convening","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003EWhen\u003C\/strong\u003E: April 29th\u0026nbsp;2026, from 10:00 am to 3:45 pm\u003Cbr\u003E\u003Cstrong\u003EWhere\u003C\/strong\u003E: Dalney 180 Conference Room (926 Dalney Street NW, Atlanta GA 30318; \u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fosp.gatech.edu%2Fdalney180\u0026amp;data=05%7C02%7Caudra.davidson%40research.gatech.edu%7C6268a69603d6452a888408de9ee4a17e%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639122901954604824%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=vBCDCI6x2W58cJCaKhAOaOlfcRcdY2LQlBjcboyp%2B0A%3D\u0026amp;reserved=0\u0022 rel=\u0022noopener noreferrer\u0022 target=\u0022_blank\u0022 title=\u0022Original URL: https:\/\/osp.gatech.edu\/dalney180. Click or tap if you trust this link.\u0022\u003EDalney 180 | Office of Sponsored Programs\u003C\/a\u003E)\u003Cbr\u003E\u003Cstrong\u003EParking\u003C\/strong\u003E: W22 Dalney Parking Deck (\u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fosp.gatech.edu%2Fvisitors\u0026amp;data=05%7C02%7Caudra.davidson%40research.gatech.edu%7C6268a69603d6452a888408de9ee4a17e%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639122901954632432%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=KgBg3wJ0Fe7AcieAZUCcHuNWASacue1P3waxvTZQoBc%3D\u0026amp;reserved=0\u0022 rel=\u0022noopener noreferrer\u0022 target=\u0022_blank\u0022 title=\u0022Original URL: https:\/\/osp.gatech.edu\/visitors. Click or tap if you trust this link.\u0022\u003EDirections and Parking | Office of Sponsored Programs\u003C\/a\u003E)\u003Cbr\u003E\u003Cstrong\u003ERegistration\u003C\/strong\u003E: \u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fforms.cloud.microsoft%2Fr%2Fy9kKfn9N0U\u0026amp;data=05%7C02%7Caudra.davidson%40research.gatech.edu%7C6268a69603d6452a888408de9ee4a17e%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639122901954652333%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=OIYaeaoIbTfX8P6ET2dtWMLXYw2Ma7U%2B16euVba1G8U%3D\u0026amp;reserved=0\u0022 id=\u0022anchor-f7cf88dc-eb12-7974-2411-d26ca9887779\u0022 rel=\u0022noopener noreferrer\u0022 target=\u0022_blank\u0022 title=\u0022Original URL: https:\/\/forms.cloud.microsoft\/r\/y9kKfn9N0U. Click or tap if you trust this link.\u0022\u003ECommunity \u0026amp; Population Health Initiative (CAPHI)\u0026nbsp; Spring 2026 Convening \u2013 Fill out form\u003C\/a\u003E\u003Cbr\u003E\u003Cstrong\u003ECAPHI Researcher Database\u003C\/strong\u003E: \u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fforms.cloud.microsoft%2Fr%2FMZHawVKd4x\u0026amp;data=05%7C02%7Caudra.davidson%40research.gatech.edu%7C6268a69603d6452a888408de9ee4a17e%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639122901954671635%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=Ikymge1O5bi8UWQ8Hyca9j2viS5lPJXG7J9%2Bvavayp8%3D\u0026amp;reserved=0\u0022 rel=\u0022noopener noreferrer\u0022 target=\u0022_blank\u0022 title=\u0022Original URL: https:\/\/forms.cloud.microsoft\/r\/MZHawVKd4x. Click or tap if you trust this link.\u0022\u003ECAPHI Researcher Database \u2013 Fill out form\u003C\/a\u003E\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003EAbout CAPHI\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp\u003EVisit \u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fcommunityhealth.research.gatech.edu%2F\u0026amp;data=05%7C02%7Caudra.davidson%40research.gatech.edu%7C6268a69603d6452a888408de9ee4a17e%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639122901954690827%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=LwwFlybdAGxGw6pFqvxO9Ze2qUiqUhy17JRqD9kx8gw%3D\u0026amp;reserved=0\u0022 id=\u0022anchor-fdc96300-dbee-ae08-f65a-7c1e31231231\u0022 rel=\u0022noopener noreferrer\u0022 target=\u0022_blank\u0022 title=\u0022Original URL: https:\/\/communityhealth.research.gatech.edu\/. Click or tap if you trust this link.\u0022\u003Ehttps:\/\/communityhealth.research.gatech.edu\/\u003C\/a\u003E\u0026nbsp;to learn more.\u003C\/p\u003E\u003Cp\u003EThe Community and Population Health Initiative is Georgia Tech\u2019s nexus for research and innovation at the intersection of health, technology, environment, and society. Our initiative brings together researchers, practitioners, and communities to reimagine health systems, investigate environmental quality, harness data for better decisions, and create healthier, more resilient communities.\u003C\/p\u003E\u003Cp\u003EBy collaborating with Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fresearch.gatech.edu%2Finterdisciplinary-research-institutes\u0026amp;data=05%7C02%7Caudra.davidson%40research.gatech.edu%7C6268a69603d6452a888408de9ee4a17e%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639122901954709395%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=9jNsj8R4DKC0D1qcXHqB0O2OMEiSkTEGMuYndTvytyc%3D\u0026amp;reserved=0\u0022 rel=\u0022noopener noreferrer\u0022 target=\u0022_blank\u0022 title=\u0022Original URL: https:\/\/research.gatech.edu\/interdisciplinary-research-institutes. Click or tap if you trust this link.\u0022\u003EInterdisciplinary Research Institutes\u003C\/a\u003E\u0026nbsp;(IRIs) and programs from six Colleges, we amplify impact \u2014 linking breakthroughs in sustainability, people-centered and urban design, bioengineering, and data science, with systems thinking to transform health and wellbeing locally and across the globe.\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003EAbout the event\u003C\/strong\u003E\u0026nbsp;\u003C\/h3\u003E\u003Cp\u003EThe April 29th\u0026nbsp;event marks the next milestone in our collaborative journey and builds momentum from our convening last fall. This professionally facilitated event will kickstart interdisciplinary research ideas and pave a path for competitive formal funding submissions. \u003Cstrong\u003ECAPHI will provide research support and funding for follow-up professional grant writing services to teams formed during our Spring event.\u003C\/strong\u003E\u003C\/p\u003E\u003Ch4\u003E\u0026nbsp;\u003Cstrong\u003EEvent Agenda\u003C\/strong\u003E\u003C\/h4\u003E\u003Cdiv\u003E\u003Cul\u003E\u003Cli\u003E10:00 - 10:30 \u2013 Welcome: Session Purpose, and Vision Casting\u003C\/li\u003E\u003Cli\u003E10:30 - 12:00 \u2013 Building the Network: A facilitated engagement to drive \u003Cstrong\u003Eauthentic connection\u003C\/strong\u003E\u003C\/li\u003E\u003Cli\u003E12:00 -12:30 \u2013 LUNCH: Informal Networking\u003C\/li\u003E\u003Cli\u003E12:30 - 2:00 \u2013 Discipline Collision: Speed Collaboration with a Twist\u003Cul\u003E\u003Cli\u003EEarly Team Formation\u003C\/li\u003E\u003Cli\u003EA facilitated Engagement to get beyond brainstorming to drive \u003Cstrong\u003Einnovation\u003C\/strong\u003E\u003C\/li\u003E\u003C\/ul\u003E\u003C\/li\u003E\u003Cli\u003E2:00 - 2:15 \u2013 BREAK\u003C\/li\u003E\u003Cli\u003E2:15 - 3:15 \u2013 Taking Shape: Concept Mapping\u003Cul\u003E\u003Cli\u003EConvert potential partnerships into ideas for pursuing grants and private industry opportunities\u003C\/li\u003E\u003C\/ul\u003E\u003C\/li\u003E\u003Cli\u003E3:15 - 3:45 \u2013 From Ideas to Action\u003Cul\u003E\u003Cli\u003ECelebrate the potential\u003C\/li\u003E\u003Cli\u003ECapture possibilities\u003C\/li\u003E\u003Cli\u003ESet Next Steps\u003C\/li\u003E\u003C\/ul\u003E\u003C\/li\u003E\u003C\/ul\u003E\u003C\/div\u003E\u003Cp\u003EThis gathering is about aligning technical strengths and building essential relationships among participants. By connecting on both the capabilities and interpersonal levels, and by engaging in open dialogue, sharing perspectives, and fostering collaboration, we set the stage for meaningful impact and ensure that our collective efforts are both visionary and actionable. We look forward to seeing you there!\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cdiv\u003EA professionally facilitated convening that brings together researchers and partners to spark interdisciplinary collaborations in community and population health, shaping fundable research ideas and pathways to real-world impact.\u003C\/div\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"A facilitated gathering focused on building interdisciplinary collaborations and developing fundable ideas to advance community and population health."}],"uid":"35575","created_gmt":"2026-04-21 20:18:04","changed_gmt":"2026-04-21 20:22:09","author":"adavidson38","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-04-29T10:00:00-04:00","event_time_end":"2026-04-29T15:45:00-04:00","event_time_end_last":"2026-04-29T15:45:00-04:00","gmt_time_start":"2026-04-29 14:00:00","gmt_time_end":"2026-04-29 19:45:00","gmt_time_end_last":"2026-04-29 19:45:00","rrule":null,"timezone":"America\/New_York"},"extras":[],"related_links":[{"url":"https:\/\/forms.cloud.microsoft\/pages\/responsepage.aspx?id=u5ghSHuuJUuLem1_MvqggwDUCjiCJUFJjSoKxU76StBUQlEzNVlaTVhDU1BBR1BWQzFXV1E2NjVHVi4u\u0026route=shorturl","title":"Register here"}],"groups":[{"id":"66220","name":"Neuro"}],"categories":[],"keywords":[{"id":"189814","name":"go-researchevents"},{"id":"172970","name":"go-neuro"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:arthir@gatech.edu\u0022\u003EArthi Rao\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"689938":{"#nid":"689938","#data":{"type":"event","title":"Hearing space: How the brain constructs the world without vision","body":[{"value":"\u003Cdiv\u003ESpeaker: Woon Ju Park, School of Psychology\u003C\/div\u003E\u003Cdiv\u003E\u0026nbsp;\u003C\/div\u003E\u003Cdiv\u003ETitle: \u003Cstrong\u003EHearing space: How the brain constructs the world without vision\u003C\/strong\u003E\u003C\/div\u003E\u003Cdiv\u003E\u0026nbsp;\u003C\/div\u003E\u003Cdiv\u003EWhen: Wednesday, April 22 at 3:30 PM\u003C\/div\u003E\u003Cdiv\u003E\u0026nbsp;\u003C\/div\u003E\u003Cdiv\u003EWhere: JS Coon 250 (\u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fgatech.zoom.us%2Fj%2F99034058441\u0026amp;data=05%7C02%7Caudra.davidson%40research.gatech.edu%7C3a277fe46b6e475f952f08de9c870ff8%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639120301070099557%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=rt6aHU6oC2oMQ4KxdU2AKbBrcOf8XfDmBRiH8VbpI4A%3D\u0026amp;reserved=0\u0022 rel=\u0022noopener noreferrer\u0022 target=\u0022_blank\u0022 title=\u0022Original URL: https:\/\/gatech.zoom.us\/j\/99034058441. Click or tap if you trust this link.\u0022\u003Ehttps:\/\/gatech.zoom.us\/j\/99034058441\u003C\/a\u003E) (\u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fgatech.zoom.us%2Fmeeting%2FtJ0tdO2oqzMuHtVlC4po8OE6HJh03l2jc_om%2Fcalendar%2Fgoogle%2Fadd%3FmeetingMasterEventId%3DvcNlAGhmRSiAsLi-09ZIAw\u0026amp;data=05%7C02%7Caudra.davidson%40research.gatech.edu%7C3a277fe46b6e475f952f08de9c870ff8%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639120301070121052%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=qheLfJYXmsOJmrqKBLsDL2d1V9GoDpRgzWkN4oho9d8%3D\u0026amp;reserved=0\u0022 rel=\u0022noopener noreferrer\u0022 target=\u0022_blank\u0022 title=\u0022Original URL: https:\/\/gatech.zoom.us\/meeting\/tJ0tdO2oqzMuHtVlC4po8OE6HJh03l2jc_om\/calendar\/google\/add?meetingMasterEventId=vcNlAGhmRSiAsLi-09ZIAw. Click or tap if you trust this link.\u0022\u003EGoogle Calendar invite\u003C\/a\u003E)\u003C\/div\u003E\u003Cdiv\u003E\u0026nbsp;\u003C\/div\u003E\u003Cdiv\u003E\u0026nbsp;\u2014\u2014\u2014\u2014\u0026nbsp;\u003C\/div\u003E\u003Cdiv\u003E\u0026nbsp;\u003C\/div\u003E\u003Cdiv\u003EWhy come? Woon Ju will tackle some punchy questions at the heart of Computational Cognition itself:\u003C\/div\u003E\u003Cul\u003E\u003Cli\u003E\u003Cdiv\u003EWhat makes hearing fundamentally different from vision?\u003C\/div\u003E\u003C\/li\u003E\u003Cli\u003E\u003Cdiv\u003EWhat computations allow the brain to infer space from sound?\u003C\/div\u003E\u003C\/li\u003E\u003Cli\u003E\u003Cdiv\u003EHow does early blindness reorganize these computations, and what does that reveal about brain plasticity?\u0026nbsp;\u003C\/div\u003E\u003C\/li\u003E\u003C\/ul\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ECoCo Chalk Talk Series: Big Ideas in Computational Cognition\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"CoCo Chalk Talk Series: Big Ideas in Computational Cognition"}],"uid":"35575","created_gmt":"2026-04-21 20:05:52","changed_gmt":"2026-04-21 20:07:35","author":"adavidson38","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-04-22T15:30:00-04:00","event_time_end":"2026-04-28T16:30:00-04:00","event_time_end_last":"2026-04-28T16:30:00-04:00","gmt_time_start":"2026-04-22 19:30:00","gmt_time_end":"2026-04-28 20:30:00","gmt_time_end_last":"2026-04-28 20:30:00","rrule":null,"timezone":"America\/New_York"},"location":"JS Coon 250","extras":[],"related_links":[{"url":"https:\/\/gatech.zoom.us\/j\/99034058441","title":"Join virtually"}],"groups":[{"id":"66220","name":"Neuro"},{"id":"443951","name":"School of Psychology"}],"categories":[],"keywords":[{"id":"189814","name":"go-researchevents"},{"id":"172970","name":"go-neuro"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1795","name":"Seminar\/Lecture\/Colloquium"}],"invited_audience":[{"id":"194945","name":"Alumni"},{"id":"78761","name":"Faculty\/Staff"},{"id":"177814","name":"Postdoc"},{"id":"78771","name":"Public"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:alishdipani@gatech.edu\u0022\u003EAlish Dipani\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"689936":{"#nid":"689936","#data":{"type":"event","title":"MS Defense by Mingqi Wang","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETHE SCHOOL OF INDUSTRIAL DESIGN\u003C\/strong\u003E\u202f\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EGEORGIA INSTITUTE OF TECHNOLOGY\u003C\/strong\u003E\u202f\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EUnder the provisions of the regulations for the degree\u003C\/strong\u003E\u202f\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EMASTER OF INDUSTRIAL DESIGN\u003C\/strong\u003E\u202f\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003Eon\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EFriday, May 1, 2026\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003E10:00 a.m.\u0026nbsp;\u2013 11:00 a.m. EST\u003C\/strong\u003E\u202f\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EWest Architecture 155\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ETeams Link:\u0026nbsp;\u003C\/strong\u003E\u003Ca href=\u0022https:\/\/teams.microsoft.com\/meet\/29404818118672?p=PsXkNbBc5fQRg39Tgk\u0022 target=\u0022_blank\u0022 title=\u0022https:\/\/teams.microsoft.com\/meet\/29404818118672?p=PsXkNbBc5fQRg39Tgk\u0022\u003EMingqi Wang Thesis Defense | Meeting-Join | Microsoft Teams\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003EMeeting ID: 294 048 181 186 72\u003C\/p\u003E\u003Cp\u003EPasscode: WV6Mj2YH\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EMingqi Wang\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003Ewill present a\u0026nbsp;thesis\u0026nbsp;defense entitled\u003Cstrong\u003E,\u202f\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003E\u0022Designing for Breathing-Stroke Coordination Awareness and Training in Front Crawl Swimming\u0022\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003E\u202fAdvisor:\u202f\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDr. Yixiao Wang, Georgia Tech School of Industrial Design\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee:\u202f\u0026nbsp;\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDr. Eunsook Kwon, Georgia Tech School of Industrial Design\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDr. Alexander T. Adams, Georgia Tech School of Interactive Computing\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EFaculty and students are invited to attend this presentation.\u202f\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbstract\u202f\u0026nbsp;\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EBreathing-stroke coordination in front crawl swimming is a skill most swimmers cannot directly perceive or correct in real time. Every breath requires precise lateral head rotation timed to body roll and the arm pull cycle, yet swimmers have no direct view of their own mechanics while in motion. Traditional coaching addresses this through delayed verbal feedback, and while commercial swimming technology has expanded, no existing product targets breathing-stroke coordination specifically.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThis thesis investigates how technology can support swimmers\u0027 awareness of breathing-stroke coordination in front crawl, with a focus on recreational and developing swimmers. The research follows a two-phase design process. Phase 1 consisted of semi-structured interviews with 16 swimmers and coaches spanning beginner through elite levels, analyzed through thematic analysis to characterize how coordination is experienced across skill levels and to derive design guidelines. Phase 2 developed a virtual reality training prototype grounded in these guidelines, presenting synchronized hand trajectory visualizations and spatial audio cues to make the timing relationship between stroke mechanics and breathing windows explicitly visible. A feasibility pilot study with seven amateur swimmers was conducted to explore the prototype\u0027s usability and its potential as a coordination training tool.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003EDesigning for Breathing-Stroke Coordination Awareness and Training in Front Crawl Swimming\u003C\/strong\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Designing for Breathing-Stroke Coordination Awareness and Training in Front Crawl Swimming"}],"uid":"27707","created_gmt":"2026-04-21 19:46:42","changed_gmt":"2026-04-21 19:47:29","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-01T10:00:00-04:00","event_time_end":"2026-05-01T11:00:00-04:00","event_time_end_last":"2026-05-01T11:00:00-04:00","gmt_time_start":"2026-05-01 14:00:00","gmt_time_end":"2026-05-01 15:00:00","gmt_time_end_last":"2026-05-01 15:00:00","rrule":null,"timezone":"America\/New_York"},"location":"West Architecture 155","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"111531","name":"ms defense"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689935":{"#nid":"689935","#data":{"type":"event","title":"Generative AI Application for Supply Chain Professionals Workshop","body":[{"value":"\u003Cp\u003EJoin the \u003Ca href=\u0022https:\/\/gamep.org\/\u0022\u003EGeorgia Manufacturing Extension Partnership\u003C\/a\u003E (GaMEP) at Georgia Tech, \u003Ca href=\u0022https:\/\/georgiaaim.org\/\u0022\u003EGeorgia AIM\u003C\/a\u003E, and the \u003Ca href=\u0022https:\/\/www.scl.gatech.edu\u0022\u003EGeorgia Tech Supply Chain and Logistics Institute\u003C\/a\u003E for a workshop showcasing how artificial intelligence (AI) can optimize supply chain efficiency.\u003C\/p\u003E\u003Cp\u003EParticipants will be introduced to generative AI fundamentals, prompt engineering, and practical applications such as automated inventory systems, predictive maintenance, and route optimization. The workshop will also cover ethical AI use, good and bad uses of generative AI (GenAI), and rapidly emerging use cases. By the end of the session, participants will have a better understanding of how to begin applying AI to enhance supply chain processes and drive success within their organizations.\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EEvent includes networking, presentation, light bites, beverages, and Q\u0026amp;A.\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003EFeaturing \u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/users\/james-gaffney\u0022\u003EChris Gaffney\u003C\/a\u003E, Managing Director of the Supply Chain and Logistics Institute (SCL), Academic Program Director for Georgia Tech Professional Education, and Edenfield Executive-in-Residence and a Professor of the Practice in the \u003Ca href=\u0022https:\/\/www.isye.gatech.edu\u0022\u003EH. Milton Stewart School of Industrial and Systems Engineering\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.eventbrite.com\/e\/generative-ai-application-for-supply-chain-professionals-tickets-1987832219680?aff=oddtdtcreator\u0026amp;amp;keep_tld=true#location\u0022\u003ERegister via Eventbrite to attend the event\u003C\/a\u003E taking place at the Georgia Tech Atrium (147 Technology Parkway Northwest, Peachtree Corners, GA 30092), the first-of-its-kind professional, academic, and research innovation space within Curiosity Lab\u2019s state-of-the-art Innovation Center.\u003C\/p\u003E\u003Cp\u003E\u003Ca target=\u0022_blank\u0022\u003E\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EJoin the Georgia Manufacturing Extension Partnership (GaMEP) at Georgia Tech, Georgia AIM, and the Georgia Tech Supply Chain and Logistics Institute for a workshop showcasing how artificial intelligence (AI) can optimize supply chain efficiency.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Join the Georgia Manufacturing Extension Partnership (GaMEP) at Georgia Tech, Georgia AIM, and the Georgia Tech Supply Chain and Logistics Institute for a workshop showcasing how artificial intelligence (AI) can optimize supply chain efficiency."}],"uid":"27233","created_gmt":"2026-04-21 18:04:39","changed_gmt":"2026-04-21 19:04:37","author":"Andy Haleblian","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-21T09:00:00-04:00","event_time_end":"2026-05-21T11:00:00-04:00","event_time_end_last":"2026-05-21T11:00:00-04:00","gmt_time_start":"2026-05-21 13:00:00","gmt_time_end":"2026-05-21 15:00:00","gmt_time_end_last":"2026-05-21 15:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Peachtree Corners, GA","extras":[],"hg_media":{"680016":{"id":"680016","type":"image","title":"Generative AI Application for Supply Chain Professionals Workshop","body":null,"created":"1776794588","gmt_created":"2026-04-21 18:03:08","changed":"1776794637","gmt_changed":"2026-04-21 18:03:57","alt":"Generative AI Application for Supply Chain Professionals Workshop May 21, 2026 at Peachtree Corners, GA from 9-11am ET","file":{"fid":"264249","name":"GeorgiaTech-Generative-AI-for-Supply-Chain-Event_20260521.png","image_path":"\/sites\/default\/files\/2026\/04\/21\/GeorgiaTech-Generative-AI-for-Supply-Chain-Event_20260521.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/21\/GeorgiaTech-Generative-AI-for-Supply-Chain-Event_20260521.png","mime":"image\/png","size":501535,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/21\/GeorgiaTech-Generative-AI-for-Supply-Chain-Event_20260521.png?itok=GNZ-Mwcw"}}},"media_ids":["680016"],"related_links":[{"url":"https:\/\/www.eventbrite.com\/e\/generative-ai-application-for-supply-chain-professionals-tickets-1987832219680?aff=oddtdtcreator\u0026keep_tld=true#location","title":"Register via Eventbrite"},{"url":"https:\/\/gamep.org\/event\/generative-ai-application-for-supply-chain-professionals\/","title":"Event Listing at Georgia Manufacturing Extension Partnership website"}],"groups":[{"id":"1242","name":"School of Industrial and Systems Engineering (ISYE)"},{"id":"1243","name":"The Supply Chain and Logistics Institute (SCL)"}],"categories":[],"keywords":[{"id":"192390","name":"generative AI"},{"id":"186857","name":"go-gtmi"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"194682","name":"Workshop"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689933":{"#nid":"689933","#data":{"type":"event","title":"College of Sciences Town Hall","body":[{"value":"\u003Cp\u003ECollege of Sciences students, faculty, and staff: Please join Dean Susan Lozier and colleagues for an end-of-school year town hall with brief updates followed by open Q\u0026amp;A.\u003C\/p\u003E\u003Cp\u003EThis event is in-person. No RSVP is required.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ECollege of Sciences students, faculty, and staff are invited to join Dean Susan Lozier and colleagues for an end-of-school year town hall with brief updates followed by open Q\u0026amp;A.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"College of Sciences students, faculty, and staff are invited to our end-of-school year town hall."}],"uid":"34528","created_gmt":"2026-04-21 17:53:51","changed_gmt":"2026-04-21 17:53:51","author":"jhunt7","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-04-28T14:00:00-04:00","event_time_end":"2026-04-28T15:00:00-04:00","event_time_end_last":"2026-04-28T15:00:00-04:00","gmt_time_start":"2026-04-28 18:00:00","gmt_time_end":"2026-04-28 19:00:00","gmt_time_end_last":"2026-04-28 19:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Petit IBB Building (Suddath Seminar Room 1128)","extras":[],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1275","name":"School of Biological Sciences"},{"id":"85951","name":"School of Chemistry and Biochemistry"},{"id":"364801","name":"School of Earth and Atmospheric Sciences (EAS)"},{"id":"1279","name":"School of Mathematics"},{"id":"126011","name":"School of Physics"},{"id":"443951","name":"School of Psychology"}],"categories":[],"keywords":[{"id":"173647","name":"_for_math_site_"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"},{"id":"177814","name":"Postdoc"},{"id":"174045","name":"Graduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689930":{"#nid":"689930","#data":{"type":"event","title":"PhD Proposal by Xinqiang Rao","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003EPhD Thesis Proposal\u0026nbsp;Announcement\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EStudent Name: Xinqiang Rao\u003C\/p\u003E\u003Cp\u003EThesis Title: Multiscale Computational Modeling of Defect-Controlled Degradation in Layered Cathode Materials\u003C\/p\u003E\u003Cp\u003EThesis Advisor: Dr. Julia H. Yang\u003C\/p\u003E\u003Cp\u003EThesis Co-Advisor: N\/A\u003C\/p\u003E\u003Cp\u003ECommittee Members: Dr. Nian Liu, ChBE; Dr. Andrew J. Medford, ChBE; Dr. Solomon Tolulope Oyakhire, ChBE; Dr. Seung Soon Jang, MSE\u003C\/p\u003E\u003Cp\u003EDate: 5\/5\/2026\u003C\/p\u003E\u003Cp\u003ETime: 1:00 to 3:00 PM ET\u003C\/p\u003E\u003Cp\u003ELocation: Ford ES\u0026amp;T Conference Room 2229\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EMultiscale Computational Modeling of Defect-Controlled Degradation in Layered Cathode Materials\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Multiscale Computational Modeling of Defect-Controlled Degradation in Layered Cathode Materials"}],"uid":"27707","created_gmt":"2026-04-21 17:33:44","changed_gmt":"2026-04-21 17:34:09","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-05T13:00:00-04:00","event_time_end":"2026-05-05T15:00:00-04:00","event_time_end_last":"2026-05-05T15:00:00-04:00","gmt_time_start":"2026-05-05 17:00:00","gmt_time_end":"2026-05-05 19:00:00","gmt_time_end_last":"2026-05-05 19:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Ford ES\u0026T Conference Room 2229","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"102851","name":"Phd proposal"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689928":{"#nid":"689928","#data":{"type":"event","title":"PhD Defense by Seonggeon Cho","body":[{"value":"\u003Cp\u003ESeonggeon Cho\u003Cbr\u003EBME PhD Defense Presentation\u003Cbr\u003E\u003Cbr\u003EDate: 2026-05-06\u003Cbr\u003ETime: May 6th 1PM-3PM\u003Cbr\u003ELocation \/ Meeting Link: N600\/https:\/\/timeful.app\/e\/ab778\u003Cbr\u003E\u003Cbr\u003ECommittee Members:\u003Cbr\u003EYoon, Young-sup Jo, Hanjoong Davis, Michael E Hee Cheol Cho Lee, Sang-Ho\u0026nbsp;\u003Cbr\u003E\u003Cbr\u003E\u003Cbr\u003ETitle: DIRECT CONVERSION OF HUMAN SOMATIC CELLS INTO VASCULAR TISSUE\u003Cbr\u003E\u003Cbr\u003EAbstract:\u003Cbr\u003EBackground: Directly reprogrammed endothelial cells generated using the endothelial lineage\u2013specific transcription factor Ets variant 2 (ETV2) show promise for treating ischemic cardiovascular diseases, but clinical translation remains limited by challenges in cell sourcing, safe gene delivery, and survival in ischemic tissue. To address this, we developed a direct reprogramming strategy using human urine-derived cells (U-cells) and adenoviral ETV2 (Ad-ETV2) to generate a vascular tissue\u2013like structure comprising endothelial cells (ECs), perivascular cells, and extracellular matrix (ECM). Method: U-cells from healthy male donors were transduced with Ad-ETV2 and cultured with ascorbic acid to promote ECM deposition and endothelial growth factors to induce differentiation. Endothelial characteristics were evaluated by qRT-PCR, flow cytometry, immunostaining, and single-cell RNA sequencing. ECM composition was analyzed by liquid chromatography\u2013mass spectrometry. Therapeutic efficacy was assessed in a murine hindlimb ischemia model using laser Doppler perfusion imaging, histological analysis, and gene expression profiling of ischemic tissue. Result: By day 10, robust ECM deposition enabled harvest of cells in tissue form. The resulting directly reprogrammed vascular tissue-like structure (rVT) contained 75\u201386% EC-like and mesenchymal stromal cell\u2013like populations, confirmed at the mRNA, protein, and cellular levels, along with key structural and vessel-specific ECM proteins. rVT displayed a pre-vascularized architecture, and transplantation into ischemic mouse hindlimbs significantly improved blood perfusion, reduced tissue damage, and enhanced angiogenic and arteriogenic paracrine signaling. Tissue-form transplantation showed superior engraftment over dissociated cell injection. Transplanted cells migrated into host tissue, incorporating directly into vessels or localizing perivascularly \u2014 exhibiting pericytic behavior or residing within the ACTA2-positive layer of small arterioles. These vasculogenic and arteriogenic effects persisted for up to 3 months post-transplantation. Conclusion: rVT containing endothelial-like cells can be efficiently generated from U-cells via Ad-ETV2 transduction. Transplantation improves blood flow recovery, enhances tissue protection, and provides sustained vasculogenic and arteriogenic effects in ischemic tissue. This direct tissue reprogramming strategy offers a clinically relevant approach by simultaneously generating vascular cells and supportive ECM from autologous sources, eliminating the need for synthetic biomaterials or complex purification steps.\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EDIRECT CONVERSION OF HUMAN SOMATIC CELLS INTO VASCULAR TISSUE\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"DIRECT CONVERSION OF HUMAN SOMATIC CELLS INTO VASCULAR TISSUE"}],"uid":"27707","created_gmt":"2026-04-21 17:32:19","changed_gmt":"2026-04-21 17:32:46","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-06T13:00:00-04:00","event_time_end":"2026-05-06T15:00:00-04:00","event_time_end_last":"2026-05-06T15:00:00-04:00","gmt_time_start":"2026-05-06 17:00:00","gmt_time_end":"2026-05-06 19:00:00","gmt_time_end_last":"2026-05-06 19:00:00","rrule":null,"timezone":"America\/New_York"},"location":"N600","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"100811","name":"Phd Defense"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689927":{"#nid":"689927","#data":{"type":"event","title":"PhD Proposal by Kaely C. Hall","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETitle:\u0026nbsp;\u003C\/strong\u003EDesigning for Representational Alignment in Human-AI Interaction\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EKaely Hall\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EPh.D. Student in Human-centered Computing\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ESchool of Interactive Computing\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EGeorgia Institute of Technology\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDate:\u0026nbsp;\u003C\/strong\u003EFriday, May 8th, 2026\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ETime:\u003C\/strong\u003E\u0026nbsp; 12-3pm\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ELocation:\u003C\/strong\u003E\u0026nbsp;Coda 1215 Midtown\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ETeams Info: \u003C\/strong\u003E\u003Ca href=\u0022https:\/\/teams.microsoft.com\/meet\/2255456448249?p=rIzXwFXWGRftAe5rTE\u0022\u003Ehttps:\/\/teams.microsoft.com\/meet\/2255456448249?p=rIzXwFXWGRftAe5rTE\u003C\/a\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EMeeting ID: 225 545 644 824 9\u003C\/p\u003E\u003Cp\u003EPasscode: X7zT7AR3\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDr. Jennifer Kim (advisor) - School of Interactive Computing, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003EDr. Munmun de Choudhury - School of Interactive Computing, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003EDr. Nasibeh Farahani - Mayo Clinic Platform, Mayo Clinic\u003C\/p\u003E\u003Cp\u003EDr. Andrea Parker - School of Interactive Computing, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003EDr. Vedant Das Swain - Tanden School of Engineering, New York University\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbstract\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EArtificial intelligence (AI) systems are increasingly used to support how individuals construct self-representations in everyday and decision-critical contexts. For example, people use AI to draft professional materials such as cover letters and bios, or to articulate preferences in medical settings, such as birth plans that communicate values and priorities for care. In these contexts, AI use extends beyond task assistance and becomes part of the process through which individuals construct and communicate representations of themselves. However, these representations often reflect the assumptions, conventions, and statistical patterns embedded in AI systems, resulting in outputs that may not faithfully capture users\u2019 situated experiences, self-understandings, or how they intend to be understood. This dissertation introduces \u003Cstrong\u003Erepresentational alignment\u003C\/strong\u003E\u0026nbsp;as a framework for understanding this challenge: the extent to which AI-mediated representations preserve and convey a person\u2019s intended meaning across contexts. \u003Cem\u003EMisalignment\u003C\/em\u003E\u0026nbsp;arises when a person\u2019s intended self-representation diverges from the representation constructed by an AI system, often due to generalized or decontextualized interpretations of user input.\u003C\/p\u003E\u003Cp\u003EIn my completed work, I examine representational alignment in two stages: breakdown and repair. The first study analyzes how misalignment emerges in practice through neurodivergent job-seekers\u2019 use of an LLM-powered career support chatbot, showing that systems frequently misinterpret implicit cues and impose normative language and assumptions. As a result, the chatbot\u2019s \u201csupport\u201d is often grounded in misaligned representations of users\u2019 experiences and intentions. The second study examines how users work to restore alignment through interaction. I introduce \u003Cstrong\u003Ebi-directional alignment\u003C\/strong\u003E\u0026nbsp;as an interaction paradigm in which users and systems iteratively shape representations together, and investigate this concept through \u003Cem\u003ELL.me\u003C\/em\u003E, a research probe that supports iterative refinement of AI-generated professional self-representations. Findings show that alignment develops through reflection, reinterpretation, and refinement, as users incorporate tacit contextual knowledge, personal values, and anticipated audience expectations.\u003C\/p\u003E\u003Cp\u003EMy proposed work extends representational alignment to clinical settings, where individuals must construct self-representations through the articulation of expectations preferences without full visibility into how they will be interpreted or executed within care institutions. Birth planning is a particularly challenging case, as patients must express delivery preferences in advance of uncertain and evolving conditions, where those preferences may later be reinterpreted, constrained, or overridden during care. I propose \u003Cem\u003EAIDoula\u003C\/em\u003E, an interactive system designed to support patients in articulating and refining birth preferences by making clinical constraints, such as standard delivery intervention protocols, more visible and enabling iterative revision. In this context, AI-generated representations must function as \u003Cstrong\u003Eboundary objects\u003C\/strong\u003E, carrying meaning between patients and clinicians while remaining actionable in care settings. Through a two-phase evaluation with patients and clinicians, I will examine how individuals construct conditional and flexible representations under partial constraint visibility, and how these representations are interpreted and reshaped within clinical workflows. Collectively, this dissertation advances a framework for representational alignment in human\u2013AI systems, contributing empirical evidence of misalignment, interactional approaches for supporting alignment in practice, and a system that demonstrates how representations can remain meaningful under uncertain and evolving constraints.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EDesigning for Representational Alignment in Human-AI Interaction\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Designing for Representational Alignment in Human-AI Interaction"}],"uid":"27707","created_gmt":"2026-04-21 17:30:59","changed_gmt":"2026-04-21 17:31:31","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-08T12:00:00-04:00","event_time_end":"2026-05-08T15:00:00-04:00","event_time_end_last":"2026-05-08T15:00:00-04:00","gmt_time_start":"2026-05-08 16:00:00","gmt_time_end":"2026-05-08 19:00:00","gmt_time_end_last":"2026-05-08 19:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Coda 1215 Midtown  ","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"102851","name":"Phd proposal"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689926":{"#nid":"689926","#data":{"type":"event","title":"PhD Proposal by Yanzhe Zhang","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETitle:\u0026nbsp;\u003C\/strong\u003EBuilding and Stress-Testing Robust AI Agent Systems for Real-World Deployment\u003Cbr\u003E\u003Cstrong\u003EDate:\u0026nbsp;\u003C\/strong\u003ETuesday, May 5th, 2026\u003Cbr\u003E\u003Cstrong\u003ETime:\u0026nbsp;\u003C\/strong\u003E13:00 - 14:30 PM EDT\u003Cbr\u003E\u003Cstrong\u003ELocation:\u003C\/strong\u003E\u0026nbsp;Online\u003Cbr\u003E\u003Cstrong\u003EZoom:\u0026nbsp;\u003C\/strong\u003E\u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fgatech.zoom.us%2Fj%2F5256702657%3Fpwd%3DbWyj8saWbSVdLlrhb7PEHJYlZ5bTO5.1\u0026amp;data=05%7C02%7Ctm186%40gtvault.onmicrosoft.com%7Ca89aa66d1ea64c93ed3f08de9f187a57%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639123124661892267%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=EP5Wf34v9i4uE2wPRWdnss5dYyh8t7GgpekYTYyDMr0%3D\u0026amp;reserved=0\u0022 target=\u0022_blank\u0022\u003Ehttps:\/\/gatech.zoom.us\/j\/5256702657?pwd=bWyj8saWbSVdLlrhb7PEHJYlZ5bTO5.1\u003C\/a\u003E\u003Cbr\u003E\u003Cbr\u003E\u003Cstrong\u003EYanzhe Zhang\u003C\/strong\u003E\u003Cbr\u003EPh.D. Student in Computer Science\u003Cbr\u003ESchool of Interactive Computing\u003Cbr\u003EGeorgia Institute of Technology\u003Cbr\u003E\u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fstevenyzzhang.github.io%2Fwebsite%2F\u0026amp;data=05%7C02%7Ctm186%40gtvault.onmicrosoft.com%7Ca89aa66d1ea64c93ed3f08de9f187a57%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639123124661918969%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=BEsaoAJiGWveqjJwATntgZ6FoL4B4JSGZvTH0g6TkWk%3D\u0026amp;reserved=0\u0022 target=\u0022_blank\u0022\u003Ehttps:\/\/stevenyzzhang.github.io\/website\/\u003C\/a\u003E\u003Cbr\u003E\u003Cbr\u003E\u003Cstrong\u003ECommittee members\u003C\/strong\u003E\u003Cbr\u003EDr. Diyi Yang (advisor) - Computer Science Department, Stanford University\u003Cbr\u003EDr. Zsolt Kira (co-advisor) - School of Interactive Computing, Georgia Institute of Technology\u003Cbr\u003EDr. Kartik Goyal - School of Interactive Computing, Georgia Institute of Technology\u003Cbr\u003EDr. Polo Chau - School of Computational Science \u0026amp; Engineering, Georgia Institute of Technology\u003Cbr\u003E\u003Cbr\u003E\u003Cstrong\u003EAbstract\u003C\/strong\u003E\u003Cbr\u003ELarge language models (LLMs) are rapidly evolving from passive text generators into autonomous, multimodal agents that can perceive, reason, and act in the real world. This transformation unlocks new capabilities, while also reshaping human\u2013AI interaction and introducing novel safety risks. In this thesis proposal, I present my research on building and stress-testing robust AI agent systems. First, I introduce methods for constructing and evaluating agent systems that enable new capabilities, including automatically generating websites from visual designs and generative interfaces that structure user interaction with AI systems. Second, I examine emerging risks in these agents, showing that computer-use agents are vulnerable to pop-up attacks and that large-scale simulation can systematically uncover privacy risks. Finally, I propose a framework for studying the fundamental reliability challenges underlying these failures, with the goal of understanding and improving robustness in real-world deployments.\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EBuilding and Stress-Testing Robust AI Agent Systems for Real-World Deployment\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Building and Stress-Testing Robust AI Agent Systems for Real-World Deployment"}],"uid":"27707","created_gmt":"2026-04-21 17:27:21","changed_gmt":"2026-04-21 17:27:50","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-05T13:00:00-04:00","event_time_end":"2026-05-05T14:30:41-04:00","event_time_end_last":"2026-05-05T14:30:41-04:00","gmt_time_start":"2026-05-05 17:00:00","gmt_time_end":"2026-05-05 18:30:41","gmt_time_end_last":"2026-05-05 18:30:41","rrule":null,"timezone":"America\/New_York"},"location":"ZOOM","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"102851","name":"Phd proposal"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689924":{"#nid":"689924","#data":{"type":"event","title":"PhD Defense by Savannah L. Howard","body":[{"value":"\u003Cp\u003EIn partial fulfillment of the requirements for the degree of\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDoctor of Philosophy in Ocean Science and Engineering\u003C\/p\u003E\u003Cp\u003EIn the School of Civil and Environmental Engineering\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ESavannah L. Howard\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EWill defend her dissertation\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EFUNDAMENTAL HYDROGEOMECHANICAL PROPERTIES OF CARBONATE FORMATIONS: IMPLICATIONS FOR OFFSHORE COMPRESSED AIR ENERGY STORAGE\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EMay 5th, 2026\u0026nbsp;at 8 AM\u003C\/p\u003E\u003Cp\u003EFord ES\u0026amp;T, Room 3243 (The Ocean Room)\u003C\/p\u003E\u003Cp\u003ETeams: \u003Ca href=\u0022https:\/\/teams.microsoft.com\/meet\/252549462205277?p=eDS8aBGnt00SviVjBt\u0022 title=\u0022Meeting join\u0022\u003Ehttps:\/\/teams.microsoft.com\/meet\/252549462205277?p=eDS8aBGnt00SviVjBt\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003EMeeting ID: 252 549 462 205 277\u003C\/p\u003E\u003Cp\u003EPasscode: hx7Vz7zX\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EThesis Advisors:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDr. Sheng Dai\u003C\/p\u003E\u003Cp\u003ESchool of Civil and Environmental Engineering\u003C\/p\u003E\u003Cp\u003EGeorgia Institute of Technology\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee Members:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDr. Philipp Braun\u003C\/p\u003E\u003Cp\u003ENavier Laboratory\u003C\/p\u003E\u003Cp\u003EEcole des Ponts, Paris Tech (ENPC)\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDr. Kevin Haas\u003C\/p\u003E\u003Cp\u003ESchool of Civil and Environmental Engineering\u003C\/p\u003E\u003Cp\u003EGeorgia Institute of Technology\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDr. Joseph Montoya\u003C\/p\u003E\u003Cp\u003ESchool of Biological Sciences\u003C\/p\u003E\u003Cp\u003EGeorgia Institute of Technology\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDr. Zhigang Peng\u003C\/p\u003E\u003Cp\u003ESchool of Earth and Atmospheric Sciences\u003C\/p\u003E\u003Cp\u003EGeorgia Institute of Technology\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ESummary:\u003C\/p\u003E\u003Cp\u003EThe U.S. energy grid faces a critical storage challenge: renewable sources such as wind and solar generate electricity intermittently, while demand peaks occur independently of generation. Among available grid-scale storage technologies, Compressed Air Energy Storage (CAES) \u2014 which stores energy by compressing air underground and releases it through turbines on demand \u2014 offers the lowest levelized cost of storage of any current technology, surpassing batteries, pumped hydro, hydrogen, and thermal systems. Existing CAES plants (Huntorf, Germany; McIntosh, Alabama) use salt caverns, which are geographically restricted. Porous carbonate formations, distributed across the southeastern U.S. coastal zones where offshore wind and wave energy resources are abundant, offer a far more geographically widespread alternative \u2014 but their suitability as CAES reservoirs under realistic subsurface conditions has never been systematically characterized.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThis dissertation presents a comprehensive laboratory characterization of three distinct carbonate formations - St. Maximin, Miami, and Hemingway. Experiments characterized the full suite of properties relevant to CAES viability, including mineralogy (XRD), density, total and accessible porosity, micro-CT pore imaging, permeability, ultrasonic wave speeds and elastic moduli, unconfined compressive strength and failure mode (via acoustic emissions), water retention curves, creep behavior, and cyclic loading response. Energy storage density was calculated directly from measured pore and mechanical properties and benchmarked against the two operating CAES plants. The results highlight that pore geometry and connectivity must be characterized jointly with porosity for meaningful CAES modeling; water retention and evaporation govern energy storage density; creep is saturation-dependent and operationally significant; and cyclic pressurization does not cause rapid structural and strength deterioration, but cumulative strain can lead to failure in long-term operation. Calculated energy storage densities for offshore carbonate CAES are competitive with, and in high-porosity cases exceed, those of existing salt cavern plants (~7.5\u201318 MJ\/m\u00b3), demonstrating the technical feasibility of porous carbonate formations as CAES reservoirs. The work establishes the first systematic experimental dataset for air\u2013water saturated carbonate reservoir media under CAES-relevant conditions, filling a critical gap in a field previously dominated by oil\u2013water and CO\u2082 storage studies. Findings directly inform site selection criteria, reservoir performance modeling, and operational safety assessments for future offshore CAES development in the southeastern U.S. \u2014 a region that combines abundant offshore renewable energy resources with extensive shallow carbonate geology.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EFUNDAMENTAL HYDROGEOMECHANICAL PROPERTIES OF CARBONATE FORMATIONS: IMPLICATIONS FOR OFFSHORE COMPRESSED AIR ENERGY STORAGE\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"FUNDAMENTAL HYDROGEOMECHANICAL PROPERTIES OF CARBONATE FORMATIONS: IMPLICATIONS FOR OFFSHORE COMPRESSED AIR ENERGY STORAGE"}],"uid":"27707","created_gmt":"2026-04-21 17:25:49","changed_gmt":"2026-04-21 17:26:23","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-05T08:00:00-04:00","event_time_end":"2026-05-05T11:00:00-04:00","event_time_end_last":"2026-05-05T11:00:00-04:00","gmt_time_start":"2026-05-05 12:00:00","gmt_time_end":"2026-05-05 15:00:00","gmt_time_end_last":"2026-05-05 15:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Ford ES\u0026T, Room 3243 (The Ocean Room)","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"100811","name":"Phd Defense"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689923":{"#nid":"689923","#data":{"type":"event","title":"PhD Proposal by  Yueh-Chi Wu","body":[{"value":"\u003Cp\u003EYueh-Chi Wu\u003Cbr\u003EBME PhD Proposal Presentation\u003Cbr\u003E\u003Cbr\u003EDate: 2026-05-05\u003Cbr\u003ETime: 13:00-15:00PM\u003Cbr\u003ELocation \/ Meeting Link: HSRB \/ \u003Ca href=\u0022https:\/\/emory.zoom.us\/j\/93282915123\u0022\u003Ehttps:\/\/emory.zoom.us\/j\/93282915123\u003C\/a\u003E\u003Cbr\u003E\u003Cbr\u003ECommittee Members:\u003Cbr\u003EErin M. Buckley, PhD(Advisor) John Oshinski, PhD Ofer Sadan, MD, PhD Shella Keilholz, PhD David Myers, PhD\u003Cbr\u003E\u003Cbr\u003E\u003Cbr\u003ETitle: Diffuse Correlation Spectroscopy for Assessing Microvascular Cerebral Hemodynamics and Predicting Outcomes After Subarachnoid Hemorrhage\u003Cbr\u003E\u003Cbr\u003EAbstract:\u003Cbr\u003EThis proposal addresses a central unmet need in aneurysmal subarachnoid hemorrhage (SAH): the lack of bedside tools that directly measure microvascular physiology and identify patients who remain at risk for delayed cerebral ischemia despite vasospasm-directed therapy. Diffuse optical techniques, including diffuse correlation spectroscopy (DCS) and speckle contrast optical spectroscopy (SCOS), are noninvasive bedside methods that can continuously quantify regional cerebral hemodynamics and autoregulatory function. These tools therefore offer a unique opportunity to monitor brain health in real time and to move beyond conventional large-vessel surveillance toward direct assessment of treatment-responsive microvascular physiology. In Aim 1, I will determine whether microvascular cerebral blood flow (CBF) increases in response to intrathecal nicardipine treatment and whether a blunted response is associated with delayed cerebral ischemia (DCI) and exploratory functional outcome. Preliminary data support this aim: DCS detected significant increases in relative CBF after intrathecal nicardipine on treatment days 1, 2, and 3, while the largest prognostic differences by DCI and modified Rankin Scale (mRS) were observed on day 1. These findings suggest that the early microvascular response to treatment may provide clinically meaningful prognostic information. In Aim 2, I will determine whether microvascular autoregulation is impaired after SAH, whether dysfunction is worse in patients with vasospasm, and whether autoregulatory responses to treatment predict outcome. Using SCOS- and DCS-derived autoregulatory metrics, this aim will extend bedside monitoring beyond treatment- responsive flow changes to dynamic cerebrovascular control. Preliminary data suggest that autoregulatory metrics, particularly on day 2, may distinguish poor from favorable outcome, supporting the feasibility of autoregulation-based risk stratification in this population. In Aim 3, I will improve the accuracy of DCS-derived cerebral blood flow estimation in adults by comparing homogeneous, layered, modified Beer-Lambert law (MBLL)-based, and pressure-modulation-constrained approaches against arterial spin labeling MRI (ASL-MRI). Preliminary analyses show that a semi-infinite MBLL method significantly correlates with MRI-derived relative CBF change, and that a two-layer pressure-modulation MBLL approach shows even stronger agreement, suggesting that pressure-constrained layered modeling may improve separation of extracerebral and cerebral signals. Together, these studies will define treatment-responsive and autoregulatory microvascular biomarkers while strengthening the methodological foundation needed to translate DCS and SCOS into practical bedside tools for individualized monitoring and treatment guidance after SAH.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EDiffuse Correlation Spectroscopy for Assessing Microvascular Cerebral Hemodynamics and Predicting Outcomes After Subarachnoid Hemorrhage\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Diffuse Correlation Spectroscopy for Assessing Microvascular Cerebral Hemodynamics and Predicting Outcomes After Subarachnoid Hemorrhage"}],"uid":"27707","created_gmt":"2026-04-21 17:20:58","changed_gmt":"2026-04-21 17:21:33","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-05T13:00:22-04:00","event_time_end":"2026-05-05T15:00:22-04:00","event_time_end_last":"2026-05-05T15:00:22-04:00","gmt_time_start":"2026-05-05 17:00:22","gmt_time_end":"2026-05-05 19:00:22","gmt_time_end_last":"2026-05-05 19:00:22","rrule":null,"timezone":"America\/New_York"},"location":"HSRB \/ https:\/\/emory.zoom.us\/j\/93282915123","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"102851","name":"Phd proposal"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689922":{"#nid":"689922","#data":{"type":"event","title":"PhD Proposal by Kaige Xie","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETitle:\u003C\/strong\u003E\u0026nbsp;Lifecycle-Oriented Optimization of Natural Language Generation Systems through Text Sub-Structures\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDate:\u003C\/strong\u003E\u0026nbsp;Monday, April 27th, 2026\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ETime:\u003C\/strong\u003E\u0026nbsp;1:00\u20133:00 PM ET\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ELocation:\u003C\/strong\u003E\u0026nbsp;online [\u003Ca href=\u0022https:\/\/teams.microsoft.com\/meet\/293794348175007?p=H5XD7DVYM8ekfduaF9\u0022 title=\u0022https:\/\/teams.microsoft.com\/meet\/293794348175007?p=H5XD7DVYM8ekfduaF9\u0022\u003ETeams link\u003C\/a\u003E]\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EKaige Xie\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EPh.D. Student in Computer Science\u003C\/p\u003E\u003Cp\u003ESchool of Interactive Computing\u003C\/p\u003E\u003Cp\u003EGeorgia Institute of Technology\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDr. Pascal Van Hentenryck (advisor) - School of Industrial and Systems Engineering and School of Interactive Computing, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003EDr. Thomas Ploetz - School of Interactive Computing, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003EDr. Chao Zhang - School of Computational Science and Engineering, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbstract:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EThis dissertation investigates how to optimize natural language generation (NLG) systems built on large language models (LLMs) from a holistic, lifecycle-oriented perspective. While recent advances in LLMs have led to substantial gains across a wide range of NLG tasks, prior research has largely focused on improving benchmark performance, often overlooking the broader challenges that arise across model training, inference, evaluation, and deployment. This dissertation argues that such a performance-centric view is insufficient for real-world NLG systems, whose success depends not only on output quality but also on efficiency, reasoning capability, evaluation fidelity, and user trust. To address this gap, the dissertation introduces a unified framework centered on text sub-structures\u2014semantically meaningful intermediate representations embedded in text\u2014and studies how their recognition and strategic utilization can improve NLG systems throughout their full lifecycle.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe dissertation develops this framework across four representative NLG tasks: dialogue summarization, story generation, action plan generation, and question answering. In dialogue summarization, it shows how dialogue skeletons can facilitate more effective few-shot learning and improve cross-task prompt transfer under limited supervision. In story generation, it demonstrates how outline-based planning structures can guide LLMs toward producing more coherent and engaging narratives. In action plan generation, it examines precondition-effect dependencies as a form of latent world knowledge that enables LLMs to better model action feasibility and environmental change. In question answering, it explores sub-questions as a versatile sub-structure for both fine-grained system evaluation and explanation generation, improving the assessment of open-ended retrieval-augmented generation systems and enhancing users\u2019 ability to judge model reliability. Collectively, these studies show that text sub-structures provide a general and effective semantic scaffold for improving learning efficiency, inference-time planning and reasoning, evaluation robustness, and deployment-time user experience.\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ELifecycle-Oriented Optimization of Natural Language Generation Systems through Text Sub-Structures\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Lifecycle-Oriented Optimization of Natural Language Generation Systems through Text Sub-Structures"}],"uid":"27707","created_gmt":"2026-04-21 17:14:05","changed_gmt":"2026-04-21 17:19:54","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-04-27T13:00:36-04:00","event_time_end":"2026-04-28T15:00:00-04:00","event_time_end_last":"2026-04-28T15:00:00-04:00","gmt_time_start":"2026-04-27 17:00:36","gmt_time_end":"2026-04-28 19:00:00","gmt_time_end_last":"2026-04-28 19:00:00","rrule":null,"timezone":"America\/New_York"},"location":"TEAMS","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"102851","name":"Phd proposal"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689921":{"#nid":"689921","#data":{"type":"event","title":"Ph.D. Proposal Oral Exam - Xinyu Jiang","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETitle:\u0026nbsp; \u003C\/strong\u003E\u003Cem\u003EHigh Trapping Bandwidth Electrostatic Levitation Platform for Inertial Navigation Applications\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDr. Ayazi, Advisor\u003C\/p\u003E\u003Cp\u003EDr. Taylor, Chair\u003C\/p\u003E\u003Cp\u003EDr. Ansari\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe objective of the proposed research is to design a high trapping bandwidth electrostatic levitation system termed \u2018electrostatic clamping\u2019, specifically designed for Coriolis vibratory gyroscopes (CVGs) and wafer-level-packaged MEMS die. Recent breakthroughs in new MEMS design and material have pushed the MEMS CVGs to near navigation grade performance, with the anchor loss being a bottleneck. By levitating the resonating structure, we eliminate the anchor loss of the MEMS sensor, potentially pushing the quality factor (Q) to the limit of Akhiezer loss. We can also improve the bias stability of a MEMS IMU by levitation such that the sensor is decoupled from the environment. However, both applications require a rigid trapping to accurately transfer the inertia from the chassis to the sensor.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"High Trapping Bandwidth Electrostatic Levitation Platform for Inertial Navigation Applications"}],"uid":"28475","created_gmt":"2026-04-21 17:17:23","changed_gmt":"2026-04-21 17:18:35","author":"Daniela Staiculescu","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-08T11:00:00-04:00","event_time_end":"2026-05-08T13:00:00-04:00","event_time_end_last":"2026-05-08T13:00:00-04:00","gmt_time_start":"2026-05-08 15:00:00","gmt_time_end":"2026-05-08 17:00:00","gmt_time_end_last":"2026-05-08 17:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Room 509, TSRB","extras":[],"groups":[{"id":"434371","name":"ECE Ph.D. Proposal Oral Exams"}],"categories":[],"keywords":[{"id":"102851","name":"Phd proposal"},{"id":"1808","name":"graduate students"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689919":{"#nid":"689919","#data":{"type":"event","title":"Canvas Campaigns: Accessibility Quest","body":[{"value":"\u003Cdiv\u003EJoin us for a hands-on workshop designed to empower faculty to create accessible course materials that support all learners. In this interactive session, you\u0027ll explore key accessibility practices aligned with Title II standards, using tools like Ally and the Canvas template.\u0026nbsp;\u003C\/div\u003E\u003Cdiv\u003E\u0026nbsp;\u003C\/div\u003E\u003Cdiv\u003EWith dedicated work time built into the agenda, you\u0027ll leave with real progress made on your own course content\u2014whether it\u0027s documents, images, videos, or audio. By the end of the day, you\u2019ll feel confident in your ability to design inclusive learning experiences that meet federal accessibility requirements and benefit every student.\u003C\/div\u003E\u003Cp\u003E\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cdiv\u003EThis workshop is offered online via Zoom. By the end of the workshop, instructors should feel confident in their ability to design inclusive learning experiences that meet federal accessibility requirements and benefit every student.\u003Cbr\u003E\u0026nbsp;\u003C\/div\u003E\u003Cp\u003E\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"This workshop equips faculty to create accessible course materials."}],"uid":"36601","created_gmt":"2026-04-21 17:09:46","changed_gmt":"2026-04-21 17:13:26","author":"bharris317","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-21T10:00:00-04:00","event_time_end":"2026-05-21T15:00:00-04:00","event_time_end_last":"2026-05-21T15:00:00-04:00","gmt_time_start":"2026-05-21 14:00:00","gmt_time_end":"2026-05-21 19:00:00","gmt_time_end_last":"2026-05-21 19:00:00","rrule":null,"timezone":"America\/New_York"},"extras":[],"hg_media":{"678691":{"id":"678691","type":"image","title":"Canvas-Campaigns--1-.jpg","body":null,"created":"1763661901","gmt_created":"2025-11-20 18:05:01","changed":"1763661901","gmt_changed":"2025-11-20 18:05:01","alt":"A teal sea with a ship, octopus, and lighthouse.","file":{"fid":"262752","name":"Canvas-Campaigns--1-.jpg","image_path":"\/sites\/default\/files\/2025\/11\/20\/Canvas-Campaigns--1-.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2025\/11\/20\/Canvas-Campaigns--1-.jpg","mime":"image\/jpeg","size":149881,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2025\/11\/20\/Canvas-Campaigns--1-.jpg?itok=ICB-aAt_"}}},"media_ids":["678691"],"related_links":[{"url":"https:\/\/forms.office.com\/Pages\/ResponsePage.aspx?id=u5ghSHuuJUuLem1_Mvqgg0K1hAa8O0dMm7A08bkfHUFUQlhRVk5ENUtQRlhJQ0kwRzdPQVRVRUUwMC4u","title":"Register for Accessibility Quest"}],"groups":[{"id":"1268","name":"Center for Teaching and Learning (CTL)"},{"id":"660400","name":"Digital Accessibility"}],"categories":[],"keywords":[{"id":"168221","name":"Canvas"},{"id":"194884","name":"Title II, ADA, digital accessibility"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"194682","name":"Workshop"},{"id":"10377","name":"Career\/Professional development"},{"id":"26411","name":"Training\/Workshop"}],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:bethany.harris@gatech.edu\u0022\u003EBethany Harris\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003ECommunications Program Manager\u003C\/p\u003E\u003Cp\u003ECenter for Teaching and Learning\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"689920":{"#nid":"689920","#data":{"type":"event","title":"Ph.D. Proposal Oral Exam - Oluwasegun Ibiyemi","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETitle:\u0026nbsp; \u003C\/strong\u003E\u003Cem\u003EOptical Transfer Function for Imaging Systems using a Superposed Grating Model\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDr. Gaylord, Advisor\u003C\/p\u003E\u003Cp\u003EDr. Cai, Chair\u003C\/p\u003E\u003Cp\u003EDr. Adibi\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe objective of the proposed research is to develop a more general and physically grounded method for deriving the three-dimensional optical transfer function for quantitative phase imaging, with the goal of overcoming shortcomings of conventional models, including the missing-cone problem and its associated image artifacts.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Optical Transfer Function for Imaging Systems using a Superposed Grating Model"}],"uid":"28475","created_gmt":"2026-04-21 17:11:19","changed_gmt":"2026-04-21 17:12:45","author":"Daniela Staiculescu","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-05-04T16:00:00-04:00","event_time_end":"2026-05-04T18:00:00-04:00","event_time_end_last":"2026-05-04T18:00:00-04:00","gmt_time_start":"2026-05-04 20:00:00","gmt_time_end":"2026-05-04 22:00:00","gmt_time_end_last":"2026-05-04 22:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Online","extras":[],"related_links":[{"url":"https:\/\/teams.microsoft.com\/meet\/22008100866501?p=YMJpx91B0PTgbxp4k8","title":"Microsoft Teams Link "}],"groups":[{"id":"434371","name":"ECE Ph.D. Proposal Oral Exams"}],"categories":[],"keywords":[{"id":"102851","name":"Phd proposal"},{"id":"1808","name":"graduate students"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"689918":{"#nid":"689918","#data":{"type":"event","title":"PhD Defense by Dahye Han","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETitle:\u0026nbsp;\u003C\/strong\u003EFrom Theory to Practice: Advanced Methods for Solving QCQPs\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDate:\u0026nbsp;\u003C\/strong\u003ETuesday, April 28th, 2026\u003Cbr\u003E\u003Cstrong\u003ETime:\u0026nbsp;\u003C\/strong\u003E11:00 am \u2013 1:00 pm EST\u003Cbr\u003E\u003Cstrong\u003ELocation:\u0026nbsp;\u003C\/strong\u003EGroseclose 226 (Georgia Freight Bureau Conference Room) and \u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fgatech.zoom.us%2Fj%2F96314902243\u0026amp;data=05%7C02%7Ctm186%40gtvault.onmicrosoft.com%7C256bdcce4cfe4f42862108de9fa0719b%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639123708631284231%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=3FC2P9EgYl12NNzg6xOXyLYkHZXwG%2FdptB5ekZEYFyw%3D\u0026amp;reserved=0\u0022\u003EZoom\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee:\u003C\/strong\u003E\u003Cbr\u003EDr. Santanu S. Dey (Advisor), H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology\u003Cbr\u003EDr. Oktay G\u00fcnl\u00fck, H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology\u003Cbr\u003EDr. Jean-Philippe P. Richard, Department of Industrial and Systems Engineering, University of Minnesota\u003Cbr\u003EDr. Nick Sahinidis, H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology\u003Cbr\u003EDr. Yang Wang, School of Civil and Environmental Engineering, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbstract:\u003C\/strong\u003E\u003Cbr\u003EQuadratically constrained programs (QCQPs) model critical real-world problems across engineering, finance, logistics, and data science. For nonconvex QCQPs, finding globally optimal solutions is computationally intractable in general, and even small instances can be challenging for state-of-the-art optimization solvers. This thesis studies the design and analysis of global optimization algorithms and relaxation schemes for QCQPs that are both mathematically rigorous and computationally practical.\u003Cbr\u003E\u003Cbr\u003ESolving QCQPs to global optimality relies on three key components: (i) finding high-quality feasible solutions, (ii) constructing tight relaxations, and (iii) selecting effective branching strategies. These are crucial for the spatial branch-and-bound, which is the dominant approach for solving QCQPs. This thesis contributes to each of these components.\u003Cbr\u003E\u003Cbr\u003EThe first part of the thesis addresses the problem of finding high-quality feasible solutions for an energy storage optimization problem whose operational constraints are bilinear. We develop a regularized formulation whose linear programming relaxation yields a feasible solution to the original problem. This approach enables solving previously challenging trilevel optimization problems modeling adversarial attacks on power grids.\u003Cbr\u003E\u003Cbr\u003EThe second part of the thesis focuses on building a tighter convex relaxation for bilinear bipartite programs using aggregation techniques to construct second-order cone representable sets. We characterize when aggregation methods yield the exact convex hull and provide illustrative examples. Computational experiments demonstrate that aggregation methods improve bounds over single-row relaxations and commercial solvers, reducing the optimality gap.\u003Cbr\u003E\u003Cbr\u003EThe third part of the thesis proposes a novel branching rule, namely extreme strong branching, which jointly optimizes both branching variable and point selection via binary search. This approach leverages objective value improvements to minimize branch-and-bound tree size while producing bound tightening as a byproduct. For certain instances, this technique produces substantially smaller branch-and-bound trees to reach optimality compared to alternative branching rules.\u003Cbr\u003E\u003Cbr\u003EThe last part of the thesis studies relaxation schemes in a unified framework, from data-independent to data-dependent approaches. We prove that bounded Lagrangian relaxation provides the strongest bound among data-independent methods under mild conditions. We further analyze data-dependent relaxations and establish a hierarchy of the relative strength of various relaxation methods.\u0026nbsp;\u003Cbr\u003E\u003Cbr\u003ECollectively, these contributions bridge the gap between theoretical possibility and computational feasibility, expanding the range of QCQP instances that can be addressed effectively in practice.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EFrom Theory to Practice: Advanced Methods for Solving QCQPs\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"From Theory to Practice: Advanced Methods for Solving QCQPs "}],"uid":"27707","created_gmt":"2026-04-21 17:09:28","changed_gmt":"2026-04-21 17:09:28","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-04-28T11:00:00-04:00","event_time_end":"2026-04-28T13:00:00-04:00","event_time_end_last":"2026-04-28T13:00:00-04:00","gmt_time_start":"2026-04-28 15:00:00","gmt_time_end":"2026-04-28 17:00:00","gmt_time_end_last":"2026-04-28 17:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Groseclose 226 (Georgia Freight Bureau Conference Room) and Zoom","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"100811","name":"Phd Defense"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}}}