<nodes> <node id="688969">  <title><![CDATA[Turning Carbon Into Chemistry]]></title>  <uid>35599</uid>  <body><![CDATA[<p dir="ltr">The building blocks of proteins, amino acids are essential for all living things. Twenty different amino acids build the thousands of proteins that carry out biological tasks. While some are made naturally in our bodies, others are absorbed through the food we eat.&nbsp;</p><p dir="ltr">Amino acids also play a critical role commercially where they are manufactured and added to pharmaceuticals, dietary supplements, cosmetics, animal feeds, and industrial chemicals — an energy-intensive process leading to greenhouse gas emissions, resource consumption, and pollution.</p><p dir="ltr">A landmark new system developed at Georgia Tech could lead to an alternative: a commercially scalable, environmentally sustainable method for amino acid production that is carbon negative, using more carbon than it emits.</p><p dir="ltr">The breakthrough builds on&nbsp;<a href="https://cos.gatech.edu/news/new-carbon-negative-method-produce-essential-amino-acids">a method that the team pioneered</a> in 2024 and solves a key issue – increasing efficiency to an unprecedented 97% and reducing the bioprocess cost by over 40%.&nbsp;It’s&nbsp;the highest reported conversion of CO2 equivalents into amino acids using any synthetic biology system to date.</p><p dir="ltr">Published in the journal&nbsp;<em>ACS Synthetic Biology,&nbsp;</em>the study, “<a href="https://pubs.acs.org/doi/10.1021/acssynbio.5c00352">Cell-Free-Based Thermophilic Biocatalyst for the Synthesis of Amino Acids From One-Carbon Feedstocks</a>,” was led by&nbsp;<a href="https://catalog.gatech.edu/programs/bioengineering-phd/">Bioengineering</a> Ph.D. student&nbsp;<strong>Ray Westenberg&nbsp;</strong>and&nbsp;<a href="https://peralta-yahya.gatech.edu/"><strong>Professor Pamela Peralta-Yahya</strong></a>, who holds joint appointments in the&nbsp;<a href="https://chemistry.gatech.edu/">School of Chemistry and Biochemistry</a> and&nbsp;<a href="https://www.chbe.gatech.edu/">School of Chemical and Biomolecular Engineering</a>. The team also included&nbsp;<strong>Shaafique Chowdhury</strong> (Ph.D. ChBE 25) and&nbsp;<strong>Kimberly Wennerholm</strong> (ChBE 23)<strong>;&nbsp;</strong>alongside<strong>&nbsp;</strong><a href="https://www.washington.edu/">University of Washington</a> collaborators&nbsp;<a href="https://chainreaction.anl.gov/ryan-cardiff/"><strong>Ryan Cardiff</strong></a>, then a Ph.D. student and now a Chain Reaction Innovations Fellow at Argonne National Laboratory, and Charles W. H. Matthaei Endowed Professor in Chemical Engineering&nbsp;<a href="https://www.cheme.washington.edu/facultyfinder/james-carothers"><strong>James M. Carothers</strong></a>; in addition to&nbsp;Pacific Northwest National Laboratory Synthetic Biology Team Leader&nbsp;<a href="https://www.pnnl.gov/people/alex-beliaev"><strong>Alexander S. Beliaev</strong></a>.</p><p dir="ltr">"This work shifts the narrative from simply reducing carbon emissions to actually consuming them to create value,” says&nbsp;Peralta-Yahya.&nbsp;“We are taking low-cost carbon sources and building essential ingredients in a truly carbon-negative process that is efficient, effective, and scalable.”</p><h3 dir="ltr"><strong>Heat-Loving Organisms</strong></h3><p dir="ltr">The work builds on the cell-free technology the team used in their earlier study. “Previously, we discovered that a system that uses the machinery of cells, without using actual living cells, could be used to create amino acids from carbon dioxide,” Peralta-Yahya explains. “But to create a commercially viable system, we needed to increase the system’s efficiency and reduce the cost.”</p><p dir="ltr">The team discovered that bits of leftover cells were consuming starting materials, and — like a machine with unnecessary gears or parts — this limited the system’s efficiency. To optimize their “machine,” the team would need to remove the extra background machinery.</p><p dir="ltr">"Leftover cell parts were using key resources without helping produce the amino acids we were looking for,” says Peralta-Yahya. “We knew that heating the system could be one way to purify it because heat can denature these components.”</p><p dir="ltr">The challenge was in how to protect the essential system components from the high temperatures, she adds. “We wondered if introducing enzymes produced by a heat-loving bacterium,&nbsp;<em>Moorella thermoacetica,&nbsp;</em>might protect our system, while still allowing us to denature and remove that inefficient background machinery.”</p><p dir="ltr">The results were astounding: after introducing the enzymes, heating and “cleaning” the system, and letting it cool to room temperature, synthesis of the amino acids serine and glycine leaped to 97% yield — nearly three times that of the team’s previous system.</p><h3 dir="ltr"><strong>Scaling for Sustainability</strong></h3><p dir="ltr">To make the system viable for large-scale use, the team also needed to reduce costs. “One of the most costly components in this system is the cofactor tetrahydrofolate (THF),” Peralta-Yahya shares. “Reducing the amount of THF needed to start the process was one way to make the system more inexpensive and ultimately more commercially viable.”</p><p dir="ltr">By linking reaction steps so waste from one step fueled the next, the team devised a method to recycle THF within the system that reduces the amount of THF needed by five-fold — lowering bioprocessing costs by 42%.</p><p dir="ltr">“This decrease in cost and increase in yield is a critical step forward in creating a method with real potential for use in industry and manufacturing,” Peralta-Yahya says. “This system could pave the way for moving this carbon-negative technology out of the lab and onto the continuous, industrial scale."</p><p dir="ltr">&nbsp;</p><p dir="ltr"><em>Funding: The Advanced Research Project Agency-Energy (ARPA-E); U.S. Department of Energy; and the U.S. Department of Energy, Office of Science, Biological and Environmental Research Program.</em></p><p dir="ltr"><em>DOI: </em><a href="https://doi.org/10.1021/acssynbio.5c00352" title="DOI URL"><em>https://doi.org/10.1021/acssynbio.5c00352</em></a></p>]]></body>  <author>sperrin6</author>  <status>1</status>  <created>1773763453</created>  <gmt_created>2026-03-17 16:04:13</gmt_created>  <changed>1774448202</changed>  <gmt_changed>2026-03-25 14:16:42</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Georgia Tech researchers have developed a breakthrough system to manufacture valuable amino acids. It’s the most efficient system of its kind — and removes more carbon from the atmosphere than it emits.]]></teaser>  <type>news</type>  <sentence><![CDATA[Georgia Tech researchers have developed a breakthrough system to manufacture valuable amino acids. It’s the most efficient system of its kind — and removes more carbon from the atmosphere than it emits.]]></sentence>  <summary><![CDATA[<p dir="ltr">Georgia Tech researchers have developed a breakthrough system to manufacture valuable amino acids. It’s the most efficient system of its kind — and removes more carbon from the atmosphere than it emits.</p>]]></summary>  <dateline>2026-03-17T00:00:00-04:00</dateline>  <iso_dateline>2026-03-17T00:00:00-04:00</iso_dateline>  <gmt_dateline>2026-03-17 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p>Written by:</p><p><a href="mailto:sperrin6@gatech.edu">Selena Langner</a><br>College of Sciences<br>Georgia Institute of Technology</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>679657</item>      </media>  <hg_media>          <item>          <nid>679657</nid>          <type>image</type>          <title><![CDATA[Amino Acids]]></title>          <body><![CDATA[<p>An illustration of a chain of amino acids forming a protein (Credit: Adobe Stock)</p>]]></body>                      <image_name><![CDATA[AdobeStock_421110334_Preview.jpeg]]></image_name>            <image_path><![CDATA[/sites/default/files/2026/03/17/AdobeStock_421110334_Preview.jpeg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2026/03/17/AdobeStock_421110334_Preview.jpeg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2026/03/17/AdobeStock_421110334_Preview.jpeg?itok=VpFUHcTt]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Blue and orange spirals against a light blue background.]]></image_alt>                    <created>1773763467</created>          <gmt_created>2026-03-17 16:04:27</gmt_created>          <changed>1773763467</changed>          <gmt_changed>2026-03-17 16:04:27</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="1278"><![CDATA[College of Sciences]]></group>          <group id="1188"><![CDATA[Research Horizons]]></group>          <group id="85951"><![CDATA[School of Chemistry and Biochemistry]]></group>          <group id="660370"><![CDATA[Space]]></group>      </groups>  <categories>          <category tid="138"><![CDATA[Biotechnology, Health, Bioengineering, Genetics]]></category>          <category tid="141"><![CDATA[Chemistry and Chemical Engineering]]></category>          <category tid="154"><![CDATA[Environment]]></category>          <category tid="146"><![CDATA[Life Sciences and Biology]]></category>          <category tid="194685"><![CDATA[Manufacturing]]></category>          <category tid="135"><![CDATA[Research]]></category>          <category tid="134"><![CDATA[Student and Faculty]]></category>          <category tid="8862"><![CDATA[Student Research]]></category>      </categories>  <news_terms>          <term tid="138"><![CDATA[Biotechnology, Health, Bioengineering, Genetics]]></term>          <term tid="141"><![CDATA[Chemistry and Chemical Engineering]]></term>          <term tid="154"><![CDATA[Environment]]></term>          <term tid="146"><![CDATA[Life Sciences and Biology]]></term>          <term tid="194685"><![CDATA[Manufacturing]]></term>          <term tid="135"><![CDATA[Research]]></term>          <term tid="134"><![CDATA[Student and Faculty]]></term>          <term tid="8862"><![CDATA[Student Research]]></term>      </news_terms>  <keywords>          <keyword tid="187423"><![CDATA[go-bio]]></keyword>          <keyword tid="192259"><![CDATA[cos-students]]></keyword>          <keyword tid="187915"><![CDATA[go-researchnews]]></keyword>      </keywords>  <core_research_areas>          <term tid="39441"><![CDATA[Bioengineering and Bioscience]]></term>          <term tid="193653"><![CDATA[Georgia Tech Research Institute]]></term>          <term tid="39491"><![CDATA[Renewable Bioproducts]]></term>      </core_research_areas>  <news_room_topics>          <topic tid="71881"><![CDATA[Science and Technology]]></topic>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="689137">  <title><![CDATA[Four Challenges to the U.S. Energy Transition]]></title>  <uid>35766</uid>  <body><![CDATA[<p>Efficiently transitioning from fossil fuels to renewable energy means looking at so much more than just the technology we use.</p><p>Reliable energy is required to keep safe in cold winters and hot summers, making it a matter of national security. There are also vying economic policies to consider, political and financial incentives to navigate, and questions of social and economic inequality.</p><p>Experts in Georgia Tech’s Ivan Allen College of Liberal Arts examine <a href="https://iac.gatech.edu/featured-news/2026/03/us-energy-transition-challenges">the challenges we face with the U.S. energy transition,</a> and work to help make it safe, fair, and effective for all.</p><ul><li>Challenge No. 1: Managing National Security — with Adam N. Stulberg, professor and chair of the Sam Nunn School of International Affairs.</li><li>Challenge No. 2: Confronting Inequality — with Bijesh Mishra, a postdoctoral scholar in the Jimmy and Rosalynn Carter School of Public Policy.</li><li>Challenge No. 3: Choosing the Right Economic Policies — with Bobby Harris, an assistant professor in the School of Economics.</li><li>Challenge No. 4: Navigating Financial and Political Incentives — with Kate Pride Brown, a sociologist in the School of History and Sociology.</li></ul><p><a href="https://iac.gatech.edu/featured-news/2026/03/us-energy-transition-challenges">Read the article on the Ivan Allen College website.</a></p>]]></body>  <author>dminardi3</author>  <status>1</status>  <created>1774290896</created>  <gmt_created>2026-03-23 18:34:56</gmt_created>  <changed>1774296787</changed>  <gmt_changed>2026-03-23 20:13:07</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Reliable energy is a matter of national security. There are also vying economic policies to consider, political and financial incentives to navigate, and questions of social and economic inequality to consider.]]></teaser>  <type>news</type>  <sentence><![CDATA[Reliable energy is a matter of national security. There are also vying economic policies to consider, political and financial incentives to navigate, and questions of social and economic inequality to consider.]]></sentence>  <summary><![CDATA[<p>Reliable energy is required to keep safe in cold winters and hot summers, making it a matter of national security. There are also vying economic policies to consider, political and financial incentives to navigate, and questions of social and economic inequality. Experts in Georgia Tech’s Ivan Allen College of Liberal Arts examine the challenges we face with the U.S. energy transition, and work to help make it safe, fair, and effective for all.</p>]]></summary>  <dateline>2026-03-23T00:00:00-04:00</dateline>  <iso_dateline>2026-03-23T00:00:00-04:00</iso_dateline>  <gmt_dateline>2026-03-23 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[dminardi3@gatech.edu]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:dminardi3@gatech.edu">Di Minardi</a> — Ivan Allen College of Liberal Arts</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>679717</item>      </media>  <hg_media>          <item>          <nid>679717</nid>          <type>image</type>          <title><![CDATA[MERCURY--1-.jpg]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[MERCURY--1-.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2026/03/23/MERCURY--1-.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2026/03/23/MERCURY--1-.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2026/03/23/MERCURY--1-.jpg?itok=vUPj7tK3]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Power lines running through open land.]]></image_alt>                    <created>1774291064</created>          <gmt_created>2026-03-23 18:37:44</gmt_created>          <changed>1774291064</changed>          <gmt_changed>2026-03-23 18:37:44</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="1281"><![CDATA[Ivan Allen College of Liberal Arts]]></group>          <group id="1188"><![CDATA[Research Horizons]]></group>          <group id="1285"><![CDATA[Sam Nunn School of International Affairs]]></group>          <group id="1282"><![CDATA[School of Economics]]></group>          <group id="1288"><![CDATA[School of History and Sociology]]></group>          <group id="1289"><![CDATA[School of Public Policy]]></group>      </groups>  <categories>          <category tid="144"><![CDATA[Energy]]></category>          <category tid="154"><![CDATA[Environment]]></category>      </categories>  <news_terms>          <term tid="144"><![CDATA[Energy]]></term>          <term tid="154"><![CDATA[Environment]]></term>      </news_terms>  <keywords>          <keyword tid="187915"><![CDATA[go-researchnews]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="687586">  <title><![CDATA[AI Tool Turns Disaster Zones Into Living Classrooms]]></title>  <uid>36613</uid>  <body><![CDATA[<p>An AI-powered tool is changing how researchers study disasters and how students learn from them.&nbsp;</p><p>In the <a href="https://atlas.gatech.edu/index.cfm?FuseAction=Programs.ViewProgramAngular&amp;id=10139"><strong>International Disaster Reconnaissance (IDR) course</strong></a>, students now use <a href="https://www.filio.io/"><em><strong>Filio</strong></em></a>, a platform built by School of Computing Instruction Senior Lecturer <strong>Max Mahdi Roozbahani</strong>, to capture immersive 360° media, photos, and video that transform real disaster sites in India and Nepal into living digital classrooms.&nbsp;</p><p>Offered by the School of Civil and Environmental Engineering and taught by IDR director and Regents’ Professor <strong>David Frost</strong>, the course pairs traditional fieldwork with Roozbahani’s expertise in immersive technology and data-driven learning, transforming on-the-ground observations into reusable, interactive educational resources.&nbsp;</p><h4><strong>How Computing Can Capture Data&nbsp;</strong></h4><p>Disasters are not only physical events; they are also information events, Roozbahani says. Effective response and long-term resilience depend on the ability to observe, record, and communicate critical data under pressure. Georgia Tech’s IDR course pairs structured on-campus preparation with international field experiences, enabling students to study the cascading effects of major disasters, including how local building practices, governance, and culture shape damage and recovery.&nbsp;</p><p>“When students step into a disaster zone, they learn quickly that resilience is a systems problem: physical, social, and informational. Our job in computing is to help them capture and reason about that system responsibly,” Roozbahani said.&nbsp;</p><h4><strong>Learning from the 2025 Himalayas Expedition&nbsp;</strong></h4><p>During spring break last year, the cohort traveled along the Teesta River corridor in Sikkim, India. The region is shaped by steep terrain, fast-moving water, and critical infrastructure in narrow valleys.&nbsp;</p><p>The visit followed the October 2023 glacial lake outburst flood from South Lhonak Lake, which destroyed the Teesta III hydropower dam and impacted downstream towns, including Dikchu and Rangpo. Field stops across India included Lachung, Chungthang, Dikchu, Rangpo, Gangtok, and New Delhi.&nbsp;</p><p>Students explored both upstream and downstream consequences.&nbsp;</p><p>Upstream, the team examined how steep terrain and river confinement amplify flood forces, creating cascading risks for infrastructure. Using Filio’s interactive 360° media, students captured conditions in Lachung and Chungthang, allowing viewers to explore the landscape through a <a href="https://app.filio.io/photo-viewer?src=https://visual.filio.io/f-67d1cabeb82b05102bf91a4c/_d6LpRAkr0ymi1OqCtGeAYrXo8xBGTJmACPN0SGXP50QlCE8FLR-f-67da18bc11c485642674bf73_=s0-photo-r0&amp;rotation=0&amp;type=360"><strong>360° photo</strong></a> and <a href="https://app.filio.io/video-viewer?src=https://visual.filio.io/f-67d1cabeb82b05102bf91a4c/_IX5yWxXjRjtueg1qeGFhV62K8GDhLlarQ6uFC9g4zkjIl7rCM3-f-67dcd50f11c485642674d269_=s0-video&amp;rotation=0&amp;type=360"><strong>360° video</strong></a> that reveal how topography and river dynamics intensify disaster impacts.&nbsp;</p><p>They studied community-scale effects downstream, including damaged buildings, disrupted access, and prolonged recovery timelines.&nbsp;</p><p>Rangpo offered a glimpse of recovery in motion, with materials staged for rebuilding bridges and roads essential to commerce and emergency response.</p><div><h4><strong>Using Immersive Media as a Learning Tool&nbsp;</strong></h4><p>Students documented their field experience using <em>Filio</em>, an AI-powered visual reporting platform developed by Roozbahani through Georgia Tech’s <a href="https://create-x.gatech.edu/"><strong>CREATE-X</strong></a> ecosystem. Filio captures high-resolution photos, video, and 360° immersive media, preserving both the facts and the context of disaster sites; what the site felt like, what was lost, and what communities prioritized in recovery.&nbsp;&nbsp;</p><p>“A 360° capture lets students return months later and ask better questions. That second look is where learning accelerates,” Roozbahani said.&nbsp;</p><p>Supported by alumni and faculty mentors, including Tech alumnus <strong>Chris Klaus</strong> and Georgia Tech mentor <strong>Bill Higginbotham</strong>, the platform is evolving into a reusable educational library for future courses on immersive technology, responsible AI, and global resilience.&nbsp;</p><h4><strong>Kathmandu: The Context of Culture&nbsp;</strong></h4><p>The course concluded in Kathmandu, Nepal, where students examined how heritage, governance, and the everyday use of public space shape resilience.&nbsp;</p><p>Through Filio’s immersive documentation — including a <a href="https://app.filio.io/photo-viewer?src=https://visual.filio.io/f-67d1cafeb82b05102bf91a4d/_n2OFrWLzHNcdTkMl6uD9j0tSrOPybGLZccsNcarj8vwZaZIbuu-f-67dedf3f11c485642674d820_=s0-photo-r0&amp;rotation=0&amp;type=360"><strong>360° photo</strong></a> and <a href="https://app.filio.io/video-viewer?src=https://visual.filio.io/f-67d1cafeb82b05102bf91a4d/_CD25dUToZ6BgfmfrayfHHtsThQGJIQWu82xqmzSy884UXHnbEB-f-67dd5a9b11c485642674d302_=s0-video&amp;rotation=0&amp;type=360"><strong>360° video</strong></a> from Kathmandu — the focus broadened from hazard impacts to cultural context, highlighting how recovery is not only about rebuilding structures, but also about preserving identity, memory, and community.</p><h4><strong>Looking Ahead: A Growing Resource for All Students&nbsp;</strong></h4><p>Frost and Roozbahani envision the IDR immersive media library as a reusable resource for students even when they cannot travel, supporting future courses on immersive technology, responsible AI, and global resilience. Spring 2026 cohorts will continue to build on this foundation by documenting, analyzing, and sharing insights that can improve education and real-world disaster response.&nbsp;</p></div>]]></body>  <author>Emily Smith</author>  <status>1</status>  <created>1769094674</created>  <gmt_created>2026-01-22 15:11:14</gmt_created>  <changed>1774011279</changed>  <gmt_changed>2026-03-20 12:54:39</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[An AI-powered tool is changing how researchers study disasters and how students learn from them. ]]></teaser>  <type>news</type>  <sentence><![CDATA[An AI-powered tool is changing how researchers study disasters and how students learn from them. ]]></sentence>  <summary><![CDATA[<p>An AI-powered tool is changing how researchers study disasters and how students learn from them.&nbsp;</p><p>In the <a href="https://atlas.gatech.edu/index.cfm?FuseAction=Programs.ViewProgramAngular&amp;id=10139"><strong>International Disaster Reconnaissance (IDR) course</strong></a>, students now use <a href="https://www.filio.io/"><em><strong>Filio</strong></em></a>, a platform built by School of Computing Instruction Senior Lecturer <strong>Max Mahdi Roozbahani</strong>, to capture immersive 360° media, photos, and video that transform real disaster sites in India and Nepal into living digital classrooms.&nbsp;</p>]]></summary>  <dateline>2026-01-22T00:00:00-05:00</dateline>  <iso_dateline>2026-01-22T00:00:00-05:00</iso_dateline>  <gmt_dateline>2026-01-22 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:emily.smith@cc.gatech.edu">Emily Smith</a><br>College of Computing<br>Georgia Tech</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>679052</item>          <item>679053</item>          <item>679054</item>          <item>679055</item>          <item>679056</item>      </media>  <hg_media>          <item>          <nid>679052</nid>          <type>image</type>          <title><![CDATA[1-IDR-Spring-2025---Lachung---Chungthang03182025.jpg]]></title>          <body><![CDATA[<p><em>Students visited Lachung and Chungthang in Sikkim, India. Upstream in the Teesta Valley, students examined how steep terrain and river confinement amplify flood forces and how failures can cascade across an entire corridor of infrastructure. </em><br> </p>]]></body>                      <image_name><![CDATA[1-IDR-Spring-2025---Lachung---Chungthang03182025.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2026/01/22/1-IDR-Spring-2025---Lachung---Chungthang03182025.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2026/01/22/1-IDR-Spring-2025---Lachung---Chungthang03182025.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2026/01/22/1-IDR-Spring-2025---Lachung---Chungthang03182025.jpg?itok=bKQhpfuk]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Students visited Lachung and Chungthang in Sikkim, India. Upstream in the Teesta Valley, students examined how steep terrain and river confinement amplify flood forces and how failures can cascade across an entire corridor of infrastructure. ]]></image_alt>                    <created>1769095217</created>          <gmt_created>2026-01-22 15:20:17</gmt_created>          <changed>1769095217</changed>          <gmt_changed>2026-01-22 15:20:17</gmt_changed>      </item>          <item>          <nid>679053</nid>          <type>image</type>          <title><![CDATA[2-IDR-Spring-2025---Dikchu03172025.jpg]]></title>          <body><![CDATA[<p><em>Downstream in the town Dikchu in Sikkim, India, the class focused on community-scale consequences: damaged buildings, disrupted access, and long recovery timelines.</em><br> </p>]]></body>                      <image_name><![CDATA[2-IDR-Spring-2025---Dikchu03172025.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2026/01/22/2-IDR-Spring-2025---Dikchu03172025.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2026/01/22/2-IDR-Spring-2025---Dikchu03172025.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2026/01/22/2-IDR-Spring-2025---Dikchu03172025.jpg?itok=NV3lQyPA]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Downstream in the town Dikchu in Sikkim, India, the class focused on community-scale consequences: damaged buildings, disrupted access, and long recovery timelines.]]></image_alt>                    <created>1769095217</created>          <gmt_created>2026-01-22 15:20:17</gmt_created>          <changed>1769095217</changed>          <gmt_changed>2026-01-22 15:20:17</gmt_changed>      </item>          <item>          <nid>679054</nid>          <type>image</type>          <title><![CDATA[3-IDR-Spring-2025---Rangpo03162025.jpg]]></title>          <body><![CDATA[<p><em>Rangpo in Sikkim, India offered a view of recovery in motion such as materials staged for rebuilding near bridges and roads that keep commerce and emergency response moving.</em><br> </p>]]></body>                      <image_name><![CDATA[3-IDR-Spring-2025---Rangpo03162025.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2026/01/22/3-IDR-Spring-2025---Rangpo03162025.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2026/01/22/3-IDR-Spring-2025---Rangpo03162025.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2026/01/22/3-IDR-Spring-2025---Rangpo03162025.jpg?itok=SPJZ2ciD]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Rangpo in Sikkim, India offered a view of recovery in motion such as materials staged for rebuilding near bridges and roads that keep commerce and emergency response moving.]]></image_alt>                    <created>1769095217</created>          <gmt_created>2026-01-22 15:20:17</gmt_created>          <changed>1769095217</changed>          <gmt_changed>2026-01-22 15:20:17</gmt_changed>      </item>          <item>          <nid>679055</nid>          <type>image</type>          <title><![CDATA[4-IDR-Spring-2025---Kathmandu--Nepal03212025.jpg]]></title>          <body><![CDATA[<p><em>In Kathmandu Valley, Nepal, the course broadened from hazard impacts to cultural context, exploring how heritage, governance, and everyday use of public space shape resilience.</em><br> </p>]]></body>                      <image_name><![CDATA[4-IDR-Spring-2025---Kathmandu--Nepal03212025.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2026/01/22/4-IDR-Spring-2025---Kathmandu--Nepal03212025.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2026/01/22/4-IDR-Spring-2025---Kathmandu--Nepal03212025.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2026/01/22/4-IDR-Spring-2025---Kathmandu--Nepal03212025.jpg?itok=JnYpC5dr]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[In Kathmandu Valley, Nepal, the course broadened from hazard impacts to cultural context, exploring how heritage, governance, and everyday use of public space shape resilience.]]></image_alt>                    <created>1769095217</created>          <gmt_created>2026-01-22 15:20:17</gmt_created>          <changed>1769095217</changed>          <gmt_changed>2026-01-22 15:20:17</gmt_changed>      </item>          <item>          <nid>679056</nid>          <type>image</type>          <title><![CDATA[cover-photo.jpg]]></title>          <body><![CDATA[<p><em>School of Civil and Environmental Engineering students captured 360 media, using Filio, to study disaster sites in India and Nepal. Photos provided by Roozbahani. </em><br> </p>]]></body>                      <image_name><![CDATA[cover-photo.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2026/01/22/cover-photo.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2026/01/22/cover-photo.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2026/01/22/cover-photo.jpg?itok=YoPP1swD]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[School of Civil and Environmental Engineering students captured 360 media, using Filio, to study disaster sites in India and Nepal. Photos provided by Roozbahani. ]]></image_alt>                    <created>1769095217</created>          <gmt_created>2026-01-22 15:20:17</gmt_created>          <changed>1769095217</changed>          <gmt_changed>2026-01-22 15:20:17</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="47223"><![CDATA[College of Computing]]></group>          <group id="1188"><![CDATA[Research Horizons]]></group>          <group id="660374"><![CDATA[School of Computing Instruction]]></group>      </groups>  <categories>          <category tid="194606"><![CDATA[Artificial Intelligence]]></category>          <category tid="142"><![CDATA[City Planning, Transportation, and Urban Growth]]></category>          <category tid="42901"><![CDATA[Community]]></category>          <category tid="42911"><![CDATA[Education]]></category>          <category tid="145"><![CDATA[Engineering]]></category>          <category tid="154"><![CDATA[Environment]]></category>          <category tid="135"><![CDATA[Research]]></category>          <category tid="134"><![CDATA[Student and Faculty]]></category>          <category tid="8862"><![CDATA[Student Research]]></category>      </categories>  <news_terms>          <term tid="194606"><![CDATA[Artificial Intelligence]]></term>          <term tid="142"><![CDATA[City Planning, Transportation, and Urban Growth]]></term>          <term tid="42901"><![CDATA[Community]]></term>          <term tid="42911"><![CDATA[Education]]></term>          <term tid="145"><![CDATA[Engineering]]></term>          <term tid="154"><![CDATA[Environment]]></term>          <term tid="135"><![CDATA[Research]]></term>          <term tid="134"><![CDATA[Student and Faculty]]></term>          <term tid="8862"><![CDATA[Student Research]]></term>      </news_terms>  <keywords>          <keyword tid="654"><![CDATA[College of Computing]]></keyword>          <keyword tid="193866"><![CDATA[school of computing instruction]]></keyword>          <keyword tid="172752"><![CDATA[Georgia Tech School of Civil and Environmental Engineering]]></keyword>      </keywords>  <core_research_areas>          <term tid="193655"><![CDATA[Artificial Intelligence at Georgia Tech]]></term>      </core_research_areas>  <news_room_topics>          <topic tid="71881"><![CDATA[Science and Technology]]></topic>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="688716">  <title><![CDATA[New Research Priorities Chart Course Toward Impactful, Energy-Efficient Computing]]></title>  <uid>36319</uid>  <body><![CDATA[<p>Georgia Tech researchers applied their expertise to a national research program that will shape the future of computing. Their work may yield more energy-efficient computers and better predictions for environmental challenges like carbon storage, tsunamis, wildfires, and sustainable energy.&nbsp;</p><p>The Department of Energy Office of Science recently released two reports through its Advanced Scientific Computing Research (<a href="https://www.energy.gov/science/ascr/advanced-scientific-computing-research">ASCR</a>) program. The&nbsp;<a href="https://science.osti.gov/ascr/Community-Resources/Program-Documents">reports</a> were produced by workshops that brought together researchers from universities, national labs, government, and industry to set priorities for scientific computing.</p><p>Professor&nbsp;<a href="https://slim.gatech.edu/people/felix-j-herrmann">Felix Herrmann</a> served on the organizing committee for the Workshop on Inverse Methods for Complex Systems under Uncertainty. Assistant Professor&nbsp;<a href="https://faculty.cc.gatech.edu/~pchen402/group.html">Peng Chen</a> joined Herrmann as a workshop participant, contributing expertise in data science and machine learning.</p><p>Inverse methods work backward from outcomes to find their causes. Scientists use these tools to study complex systems, like designing new materials with targeted properties and using past wildfires to map vulnerable areas and behavior of future fires.</p><p>The&nbsp;<a href="https://www.osti.gov/biblio/2583339">ASCR report</a> highlighted Herrmann’s work on seismic exploration and monitoring through digital twins. Founded on inverse methods, digital twins upgrade from static models to virtual systems that accurately mirror their physical counterparts.&nbsp;</p><p>Digital twins integrate real-time data sources, including fluid flows, monitoring and control systems, risk assessments, and human decisions. These models also account for uncertainty and address data gaps or limitations.&nbsp;</p><p>The DOE organized the workshop to support the growing role of inverse modeling. The group identified four priority research directions (PRDs) to guide future work. The PRDs are:</p><ul><li>PRD 1: Discovering, exploiting, and preserving structure</li><li>PRD 2: Identifying and overcoming model limitations</li><li>PRD 3: Integrating disparate multimodal and/or dynamic data</li><li>PRD 4: Solving goal-oriented inverse problems for downstream tasks</li></ul><p>“A digital twin is a system you can control, like to optimize operations or to minimize risk,” said Herrmann, who holds joint appointments in the Schools of Earth and Atmospheric Sciences, Electrical and Computer Engineering, and Computational Science and Engineering.</p><p>“Digital twins give you a principled way to consider uncertainties, which there are a lot in subsurface monitoring. If you inject carbon dioxide too fast, you will will increase the pressure and may fracture the rock. If you inject too slow, then the process may become too costly. Digital twins help us make balanced decisions under uncertainty.”</p><p>Supercomputers, algorithms, and artificial intelligence now power modern science. However, these tools consume enormous amounts of energy. This raises concerns about how to sustain computing and scientific research as we know them in the decades ahead.</p><p>Professors&nbsp;<a href="https://vuduc.org/v2/">Rich Vuduc</a> and&nbsp;<a href="https://hyesoon.github.io/">Hyesoon Kim</a> co-authored&nbsp;<a href="https://www.osti.gov/biblio/2476961">the report</a> from the Workshop on Energy-Efficient Computing for Science. At the three-day ASCR workshop, participants identified five key research directions:</p><ul><li>PRD 1: Co-design energy-efficient hardware devices and architectures for important workloads</li><li>PRD 2: Define the algorithmic foundations of energy-efficient scientific computing</li><li>PRD 3: Reconceptualize software ecosystems for energy efficiency</li><li>PRD 4: Enable energy-efficient data management for data centers, instruments, and users</li><li>PRD 5: Develop integrated, scalable energy measurement and modeling capabilities for next-generation computing systems</li></ul><p>“I’m cautiously optimistic about the future of energy-efficient computing. The ASCR report says, from a technological point of view, there are things we can do,” said Vuduc.</p><p>“The report lays out paths for how we might design better apps, hardware systems, and algorithms that will use less energy. This is recognition that we should think about how architectures and software work together to drive down energy usage for systems.”</p>]]></body>  <author>Bryant Wine</author>  <status>1</status>  <created>1772630984</created>  <gmt_created>2026-03-04 13:29:44</gmt_created>  <changed>1772658078</changed>  <gmt_changed>2026-03-04 21:01:18</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Georgia Tech faculty members contributed to two DOE Advanced Scientific Computing Research program workshops. Recently published reports of their work may yield more energy-efficient computers and better predictions for environmental challenges.]]></teaser>  <type>news</type>  <sentence><![CDATA[Georgia Tech faculty members contributed to two DOE Advanced Scientific Computing Research program workshops. Recently published reports of their work may yield more energy-efficient computers and better predictions for environmental challenges.]]></sentence>  <summary><![CDATA[<p>Georgia Tech researchers applied their expertise to a national research program that will shape the future of computing. Their work may yield more energy-efficient computers and better predictions for environmental challenges like carbon storage, tsunamis, wildfires, and sustainable energy.&nbsp;</p><p>The Department of Energy Office of Science recently released two reports through its Advanced Scientific Computing Research (<a href="https://www.energy.gov/science/ascr/advanced-scientific-computing-research">ASCR</a>) program. The&nbsp;<a href="https://science.osti.gov/ascr/Community-Resources/Program-Documents">reports</a> were produced by workshops that brought together researchers from universities, national labs, government, and industry to set priorities for scientific computing.</p>]]></summary>  <dateline>2026-02-27T00:00:00-05:00</dateline>  <iso_dateline>2026-02-27T00:00:00-05:00</iso_dateline>  <gmt_dateline>2026-02-27 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p>Bryant Wine, Communications Officer<br><a href="mailto:bryant.wine@cc.gatech.edu">bryant.wine@cc.gatech.edu</a></p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>679513</item>          <item>679514</item>          <item>679515</item>      </media>  <hg_media>          <item>          <nid>679513</nid>          <type>image</type>          <title><![CDATA[ASCR-Report-Authors.png]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[ASCR-Report-Authors.png]]></image_name>            <image_path><![CDATA[/sites/default/files/2026/03/04/ASCR-Report-Authors.png]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2026/03/04/ASCR-Report-Authors.png]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2026/03/04/ASCR-Report-Authors.png?itok=TI8M78es]]></image_740>            <image_mime>image/png</image_mime>            <image_alt><![CDATA[DOE Office of Science ASCR Reports]]></image_alt>                    <created>1772630996</created>          <gmt_created>2026-03-04 13:29:56</gmt_created>          <changed>1772630996</changed>          <gmt_changed>2026-03-04 13:29:56</gmt_changed>      </item>          <item>          <nid>679514</nid>          <type>image</type>          <title><![CDATA[ASCR-Report-Inverse-methods.jpg]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[ASCR-Report-Inverse-methods.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2026/03/04/ASCR-Report-Inverse-methods.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2026/03/04/ASCR-Report-Inverse-methods.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2026/03/04/ASCR-Report-Inverse-methods.jpg?itok=Id4-FQxK]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[ASCR Workshop on Inverse Methods for Complex Systems under Uncertainty]]></image_alt>                    <created>1772631052</created>          <gmt_created>2026-03-04 13:30:52</gmt_created>          <changed>1772631052</changed>          <gmt_changed>2026-03-04 13:30:52</gmt_changed>      </item>          <item>          <nid>679515</nid>          <type>image</type>          <title><![CDATA[ASCR-Report-Energy-Efficient-Computing.jpg]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[ASCR-Report-Energy-Efficient-Computing.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2026/03/04/ASCR-Report-Energy-Efficient-Computing.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2026/03/04/ASCR-Report-Energy-Efficient-Computing.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2026/03/04/ASCR-Report-Energy-Efficient-Computing.jpg?itok=FG7IdP7N]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[ASCR Workshop on Energy-Efficient Computing for Science]]></image_alt>                    <created>1772631087</created>          <gmt_created>2026-03-04 13:31:27</gmt_created>          <changed>1772631087</changed>          <gmt_changed>2026-03-04 13:31:27</gmt_changed>      </item>      </hg_media>  <related>          <link>        <url><![CDATA[https://www.cc.gatech.edu/news/new-research-priorities-chart-course-toward-impactful-energy-efficient-computing]]></url>        <title><![CDATA[New Research Priorities Chart Course Toward Impactful, Energy-Efficient Computing]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="1188"><![CDATA[Research Horizons]]></group>      </groups>  <categories>          <category tid="194606"><![CDATA[Artificial Intelligence]]></category>          <category tid="153"><![CDATA[Computer Science/Information Technology and Security]]></category>          <category tid="144"><![CDATA[Energy]]></category>          <category tid="154"><![CDATA[Environment]]></category>          <category tid="150"><![CDATA[Physics and Physical Sciences]]></category>          <category tid="135"><![CDATA[Research]]></category>      </categories>  <news_terms>          <term tid="194606"><![CDATA[Artificial Intelligence]]></term>          <term tid="153"><![CDATA[Computer Science/Information Technology and Security]]></term>          <term tid="144"><![CDATA[Energy]]></term>          <term tid="154"><![CDATA[Environment]]></term>          <term tid="150"><![CDATA[Physics and Physical Sciences]]></term>          <term tid="135"><![CDATA[Research]]></term>      </news_terms>  <keywords>          <keyword tid="654"><![CDATA[College of Computing]]></keyword>          <keyword tid="166983"><![CDATA[School of Computational Science and Engineering]]></keyword>          <keyword tid="9153"><![CDATA[Research Horizons]]></keyword>          <keyword tid="187915"><![CDATA[go-researchnews]]></keyword>          <keyword tid="10199"><![CDATA[Daily Digest]]></keyword>          <keyword tid="181991"><![CDATA[Georgia Tech News Center]]></keyword>          <keyword tid="663"><![CDATA[Department of Energy]]></keyword>          <keyword tid="179230"><![CDATA[digital twin]]></keyword>          <keyword tid="15030"><![CDATA[high-performance computing]]></keyword>          <keyword tid="9167"><![CDATA[machine learning]]></keyword>          <keyword tid="187812"><![CDATA[artificial intelligence (AI)]]></keyword>      </keywords>  <core_research_areas>          <term tid="193655"><![CDATA[Artificial Intelligence at Georgia Tech]]></term>          <term tid="39431"><![CDATA[Data Engineering and Science]]></term>          <term tid="39531"><![CDATA[Energy and Sustainable Infrastructure]]></term>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="688502">  <title><![CDATA[Understanding the Data Center Building Boom ]]></title>  <uid>27338</uid>  <body><![CDATA[<p><em>Written by: Anne Wainscott-Sargent</em></p><p>As artificial intelligence (AI) drives explosive growth in data centers, communities across the U.S. are facing rising electricity costs, new industrial development, and mounting strain on an aging power grid.</p><p>At Georgia Tech, several faculty members are approaching these sustainability challenges from different but complementary angles: examining how data center policy affects local communities, modeling how AI-driven demand reshapes regional energy systems, and building tools that help the public understand the tradeoffs embedded in grid planning. Together, their work highlights how better data, thoughtful policy, and public engagement can guide more resilient and equitable decisions in an AI-powered future.</p><p><strong>AI’s Hidden Footprint: How Data Centers Reshape Communities</strong></p><p>Ahmed Saeed studies the infrastructure most people never see. An assistant professor in the School of Computer Science and a Brook Byers Institute for Sustainable Systems (BBISS) Faculty Fellow, Saeed focuses on how data centers — the backbone of modern AI — are built, operated, and regulated, and what their growth means for host communities.</p><p>“Data centers are the infrastructure for our digital life, so more of them are necessary to keep doing what we’re doing,” he said.</p><p>Data center energy consumption could double or triple by 2028, accounting for up to 12% of U.S. electricity use, according to a <a href="https://escholarship.org/uc/item/32d6m0d1">report by Lawrence Berkeley National Laboratory</a>. U.S. spending on data center construction jumped nearly 70% between May 2023 and May 2024, according to the <a href="https://americanedgeproject.org/wp-content/uploads/2025/12/Americas-AI-Surge-Powering-Growth-in-Every-State.pdf">American Edge Project</a>.</p><p>Georgia is an AI data center hub, ranked fourth globally, with $4.6 billion in AI-related venture capital invested across 368 deals, the American Edge Project reported. At a recent <a href="https://www.cc.gatech.edu/news/sustainability-fellowship-supports-professors-data-center-research">town hall in DeKalb County, Georgia</a>, Saeed helped residents connect AI’s promise to its local consequences. Training large AI models can require tens of thousands of graphics processing units (GPUs) running for days or weeks, driving an unprecedented wave of data center construction. AI-focused chips, he noted, can consume 10 to 14 times more power than traditional processors.</p><p>That demand often shows up as pressure on local infrastructure. Communities are increasingly concerned about electricity and water use, grid upgrades, and who ultimately pays. In Virginia, Saeed pointed to a legal dispute in which consumer advocates warned that data centers could raise electricity bills by 5% in the short term and up to 50% over time, while utilities argued those investments were inevitable and could benefit customers in the long run.</p><p>Environmental concerns add another layer. Saeed cited controversies over water use and backup diesel generators in states, including Georgia and Tennessee, alongside a recent Environmental Protection Agency (EPA) ruling that tightened generator regulations. While diesel generators are clearly harmful, he cautioned that long-term, rigorous evidence linking data centers to regional health impacts remains limited.</p><p>Saeed’s research aims to reduce those impacts directly. By optimizing how workloads are scheduled across large server fleets, his team has demonstrated power savings of 4 – 12%, a meaningful gain if U.S. data centers approach projected levels of up to 12% of national electricity use by 2028.</p><p>For Saeed, data centers are akin to highways: essential to modern life, disruptive to nearby communities, and shaped by policy choices. The question, he argues, is not whether AI infrastructure should exist, but how transparently and fairly it is built.</p><p><strong>Economist Probes the Energy Costs of the AI Boom</strong></p><p>While headlines often frame AI as an energy crisis, Georgia Tech environmental and energy economist and BBISS Faculty Fellow Tony Harding is focused on measuring its real — and uneven — impacts. Harding, an assistant professor in the Jimmy and Rosalynn Carter School of Public Policy, uses economic modeling to examine how AI adoption affects energy use, emissions, and local communities.</p><p>In <a href="https://iopscience.iop.org/article/10.1088/1748-9326/ae0e3b">recent work</a> published in <em>Environmental Research Letters</em>, Harding and his co-author analyzed how productivity gains from AI could influence national energy demand. Their findings suggest that, at a macro level, AI-related activity may increase annual U.S. energy use by about 0.03% and CO₂ emissions by roughly 0.02%.</p><p>“Those numbers are small in the context of the overall economy,” Harding said. “But the impacts are highly uneven.”</p><p>That unevenness is evident in where data centers are built. While Northern Virginia remains the country’s top data center hub, with 343 operational data centers, states like Georgia, which currently has 94 operational data centers, are rapidly attracting facilities due to reliable power and favorable tax policies.&nbsp;</p><p>Harding’s latest research focuses on local effects, asking why data centers cluster in urban areas, how they influence housing markets, what happens to electricity prices, and whether they exacerbate water stress. Early evidence suggests large facilities can increase local electricity rates, contributing to public backlash and regulatory response. In Georgia, the <a href="https://psc.ga.gov/site/assets/files/8617/media_advisory_data_centers_rule_1-23-2025.pdf">Public Service Commission</a> has begun requiring new, high power draw customers (like data centers) to cover more of the costs associated with grid expansion.</p><p>Harding’s goal is to give policymakers better evidence to design incentives and guardrails. “To manage these technologies responsibly,” he said, “we need a clear picture of their intended and unintended consequences.”</p><p><strong>Gamifying a Strained and Aging Power Grid</strong></p><p>Daniel Molzahn is tackling another side of the problem: how to modernize an aging power grid under growing demand. Electricity demand is expected to rise about 25% by 2030, driven by data centers, electric vehicles, and broadscale electrification. At the same time, much of the U.S. electricity grid is nearing the end of its lifespan, with many transformers being decades old.</p><p>To make these challenges tangible, Molzahn, an associate professor in the School of Electrical and Computer Engineering, developed a browser-based game with a group of students through Georgia Tech’s <a href="https://vip.gatech.edu/frm_display/team-listings/entry/1303/">Vertically Integrated Projects</a> program called <a href="https://currentcrisis.itch.io/current-crisis">Current Crisis</a>. Players take on the role of a utility decision-maker, balancing reliability, wildfire risk, renewable integration, and affordability.</p><p>The game grew out of Molzahn’s National Science Foundation CAREER award and reflects his belief that complex systems are best understood experientially. Its initial focus is wildfire resilience, modeling how grid infrastructure can both spark and suffer damage from fires.</p><p>But resilience comes at a cost. Burying power lines, for example, reduces wildfire risk but dramatically increases expenses. Players must confront the same tradeoffs utilities face: improve reliability or keep rates low.</p><p>Molzahn hopes the game will help students and the public grapple with the realities of planning future power systems. “These choices aren’t abstract,” he said. “They shape affordability, resilience, and our path toward a cleaner grid.”</p><p>The project now involves nearly 40 students from across campus, supported by Sustainability NEXT funding and a collaboration with Jessica Roberts, former BBISS Faculty Fellow and director of the <a href="https://tiles.cc.gatech.edu/">Technology-Integrated Learning Environments (TILES) Lab</a> in the School of Interactive Computing.</p><p>“As a learning scientist, I look at how to engage people with science and scientific data and get people having conversations they might not otherwise have,” says Roberts, who hopes the seed grant helps the team determine first that they are going in the right direction and, second, how to broaden the impact.</p><p>One student, Stella Quinto Lima, a graduate research assistant in Human-Centered Computing, has made the game the focus of her doctoral thesis. Through the game, she wants players to notice their misconceptions about the power grid, energy use, and AI, and to use critical thinking to identify, question, and possibly undo those misconceptions.</p><p>&nbsp;“I hope that we can really engage adults and help them see it’s not black and white. The game is not only about power grids, but how AI affects the grid, how it affects our lives, and how it will impact our future.”</p><p>The team plans to expand the game’s features, use it in outreach programs, and analyze player decisions as a source of data to study energy-system decision-making.</p><p>“We want to change the conversation about power and power grid stability, reliability, and sustainability, Roberts said, “and find a way to get this message to a larger public.”</p>]]></body>  <author>Brent Verrill</author>  <status>1</status>  <created>1771964950</created>  <gmt_created>2026-02-24 20:29:10</gmt_created>  <changed>1772037822</changed>  <gmt_changed>2026-02-25 16:43:42</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Explosive data center growth requires research to inform policies which manage the building of this critical infrastructure.]]></teaser>  <type>news</type>  <sentence><![CDATA[Explosive data center growth requires research to inform policies which manage the building of this critical infrastructure.]]></sentence>  <summary><![CDATA[<p>As artificial intelligence (AI) drives explosive growth in data centers, communities across the U.S. are facing rising electricity costs, new industrial development, and mounting strain on an aging power grid.</p>]]></summary>  <dateline>2026-02-24T00:00:00-05:00</dateline>  <iso_dateline>2026-02-24T00:00:00-05:00</iso_dateline>  <gmt_dateline>2026-02-24 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[brent.verrill@research.gatech.edu]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:brent.verrill@research.gatech.edu">Brent Verrill</a>, Research Communications Program Manager, BBISS</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>679428</item>      </media>  <hg_media>          <item>          <nid>679428</nid>          <type>image</type>          <title><![CDATA[Giarusso_Saeed_Molzhan_Headshots_Collage_Sized]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[Giarusso_Saeed_Molzhan_Headshots_Collage_Sized.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2026/02/25/Giarusso_Saeed_Molzhan_Headshots_Collage_Sized.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2026/02/25/Giarusso_Saeed_Molzhan_Headshots_Collage_Sized.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2026/02/25/Giarusso_Saeed_Molzhan_Headshots_Collage_Sized.jpg?itok=LtgNnP32]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Three men's individual portrait-style photos are arranged side by side, each showing a person from the shoulders up. The individuals wear collared shirts and appear in different lighting settings, including a dark background, a neutral studio backdrop, and a bright white background.]]></image_alt>                    <created>1772037433</created>          <gmt_created>2026-02-25 16:37:13</gmt_created>          <changed>1772037615</changed>          <gmt_changed>2026-02-25 16:40:15</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="244191"><![CDATA[Brook Byers Institute for Sustainable Systems]]></group>          <group id="1188"><![CDATA[Research Horizons]]></group>          <group id="660398"><![CDATA[Sustainability Hub]]></group>      </groups>  <categories>          <category tid="194606"><![CDATA[Artificial Intelligence]]></category>          <category tid="153"><![CDATA[Computer Science/Information Technology and Security]]></category>          <category tid="131"><![CDATA[Economic Development and Policy]]></category>          <category tid="144"><![CDATA[Energy]]></category>          <category tid="154"><![CDATA[Environment]]></category>          <category tid="135"><![CDATA[Research]]></category>          <category tid="194611"><![CDATA[State Impact]]></category>          <category tid="194836"><![CDATA[Sustainability]]></category>      </categories>  <news_terms>          <term tid="194606"><![CDATA[Artificial Intelligence]]></term>          <term tid="153"><![CDATA[Computer Science/Information Technology and Security]]></term>          <term tid="131"><![CDATA[Economic Development and Policy]]></term>          <term tid="144"><![CDATA[Energy]]></term>          <term tid="154"><![CDATA[Environment]]></term>          <term tid="135"><![CDATA[Research]]></term>          <term tid="194611"><![CDATA[State Impact]]></term>          <term tid="194836"><![CDATA[Sustainability]]></term>      </news_terms>  <keywords>          <keyword tid="188360"><![CDATA[go-bbiss]]></keyword>          <keyword tid="187915"><![CDATA[go-researchnews]]></keyword>      </keywords>  <core_research_areas>          <term tid="194566"><![CDATA[Sustainable Systems]]></term>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="688378">  <title><![CDATA[2026 BBISS Sustainability Showcase Recap: Resilience Is About Systems]]></title>  <uid>27338</uid>  <body><![CDATA[<p><em>Written by: Shweta Ram and Seungho Lee</em></p><p>What does it mean to design systems that endure even after major disruptions? This question framed the 2026 Brook Byers Institute for Sustainable Systems (BBISS) Sustainability Showcase, where conversations over two days spanned the Georgia coast, wildfire modeling, AI data centers, infrastructure, community engagement, and the joy of working for a more sustainable and resilient world. Across disciplines and scales, a unifying theme emerged: resilience is not a single solution. It is a systems-level challenge requiring integration across science and technology, policy, communities, and human experience.</p><p><strong>From Coastlines to Communities</strong></p><p>The showcase opened with a keynote from President Emeritus G. Wayne Clough on wildlife management and resiliency along Georgia’s coast. The conversation that followed between Clough and BBISS Executive Director Beril Toktay highlighted the interconnection between public policy, wilderness conservation, community leadership, and scientific research. The session highlighted not only the urgency of protecting fragile ecosystems, but also that resilience works best when it is community-focused and community-driven.</p><p>Subsequent panels continued this systemic perspective. Sessions on community engagement, biotechnology-derived, climate-resilient plants, the flood resilience of Georgia coastal communities, wildfire prediction and prevention, and infrastructure resilience analytics all emphasized that resilience depends on the synthesis of many disciplines.</p><p>Across sessions, researchers emphasized that infrastructure resilience must include governance frameworks informed by good science, community engagement based on trust, and sustained collaboration that seeks to constantly improve the science, policy, and stakeholder relationships. The researchers demonstrated that they understand their role to be greater than merely modeling risk, but as collaborators who translate research into practical solutions that communities can adopt, maintain, and trust.</p><p><strong>AI Data Centers: A New Resilience Frontier</strong></p><p>Day two shifted attention to data centers, which are emerging as a critical resilience frontier.&nbsp;As artificial intelligence systems scale rapidly, so does the infrastructure that powers them, as well as the growing realization that digital systems are physical systems. Conversations examined the feedback loops that play a significant role in determining environmental impacts, such as chip architecture, AI workloads, data center sustainability, appropriate AI usage, and who makes the decisions on data center infrastructure development.&nbsp;</p><p>One of the most fascinating sessions came from Alexandria Smith, assistant professor in the School of Music at Georgia Tech. She presented an artistic yet algorithmic composition that sonified data from AI data centers. Through translating kilowatt-hour usage and interconnection data into immersive soundscapes, she reframed data centers not as static input-output machines, but as adaptive, living systems. Drawing inspiration from <em>Physarum polycephalum</em>, a slime mold without a brain or nervous system known for its innate problem-solving abilities, she invites the listener to imagine infrastructure that senses, adapts, and self-optimizes.</p><p><strong>Campus as a Living Laboratory</strong></p><p>In her session, Professor Jennifer Chirico, associate vice president of Sustainability, highlighted Georgia Tech’s 2024 Climate Action Plan, focusing on building energy efficiency, renewable integration, materials management, and mobility transitions. The plan frames the Georgia Tech campus as a test bed for resilience strategies — an ecosystem where research, operations, and policy intersect. Chirico highlighted several examples where the alignment between research and implementation was essential in moving projects from modeling to pilot projects to sustained institutional change.</p><p><strong>Finding Joy in Climate Action</strong></p><p>Rebecca Watts Hull, Matthew Realff, and Christie Stewart led an interactive discussion inspired by Ayana Elizabeth Johnson’s framework for accelerating long-term climate action. Participants were asked three simple questions: What are you good at? What work needs doing? What brings you joy? Sustainability and climate research are fields often defined by serious urgency, crisis narratives, and burnout. This session offered a personal framework for resilience where emotional sustainability, professional fulfillment, and joy matter just as much as the motivation to drive a mission ever forward.</p><p><strong>Building a Shared Vision</strong></p><p>The Sustainability Showcase concluded with a facilitated visioning session led by Kristin Janacek, associate director for Interdisciplinary Research Impact, and Beril Toktay. In small groups, leaders, researchers, and community members worked to define what resilience looks like for them.</p><p>After the conversations, several themes emerged:</p><ul><li>Resilience must move from research to practical and community-based solutions to sustained action.</li><li>Networks create opportunity but require long-term stewardship to endure.</li><li>Choosing the right metrics to measure resilience will galvanize efforts to strengthen it.</li><li>Community capacity is at least as important as built infrastructure.</li></ul><p>Over two days, it became clear that Georgia Tech is not approaching resilience as a narrow technical problem. It is approaching it as a systems challenge — one that spans coastlines, campuses, disciplines, data centers, the Appalachian Mountains, data models, the arts, and human relationships. Designing systems that endure requires more than innovation. It requires collaboration, stewardship, and a shared commitment to long-term impact. The conversations launched at this year’s BBISS Sustainability Showcase laid the foundation for continued coordination and ambitious action in the months ahead.</p>]]></body>  <author>Brent Verrill</author>  <status>1</status>  <created>1771454039</created>  <gmt_created>2026-02-18 22:33:59</gmt_created>  <changed>1771454316</changed>  <gmt_changed>2026-02-18 22:38:36</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Across disciplines and scales, a unifying theme emerged: resilience is not a single solution. It is a systems-level challenge requiring integration across science and technology, policy, communities, and human experience.]]></teaser>  <type>news</type>  <sentence><![CDATA[Across disciplines and scales, a unifying theme emerged: resilience is not a single solution. It is a systems-level challenge requiring integration across science and technology, policy, communities, and human experience.]]></sentence>  <summary><![CDATA[<p>The 2026 Brook Byers Institute for Sustainable Systems (BBISS) Sustainability Showcase was held recently in the Scholars Event Theater in the Price Gilbert Library. Two days of conversations spanned the Georgia coast, wildfire modeling, AI data centers, infrastructure, community engagement, and the joy of working for a more sustainable and resilient world.</p>]]></summary>  <dateline>2026-02-18T00:00:00-05:00</dateline>  <iso_dateline>2026-02-18T00:00:00-05:00</iso_dateline>  <gmt_dateline>2026-02-18 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[brent.verrill@research.gatech.edu]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:brent.verrill@research.gatech.edu">Brent Verrill</a>, Research Communications Program Manager, BBISS</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>679363</item>      </media>  <hg_media>          <item>          <nid>679363</nid>          <type>image</type>          <title><![CDATA[Showcase_cropped.jpg]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[Showcase_cropped.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2026/02/18/Showcase_cropped.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2026/02/18/Showcase_cropped.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2026/02/18/Showcase_cropped.jpg?itok=vA6UCvG0]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[A view inside the Scholars Event Theater of a session of the Sustainability Showcase. A man speaks to a crowd while presenting slides on a large projection screen.]]></image_alt>                    <created>1771454051</created>          <gmt_created>2026-02-18 22:34:11</gmt_created>          <changed>1771454051</changed>          <gmt_changed>2026-02-18 22:34:11</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="244191"><![CDATA[Brook Byers Institute for Sustainable Systems]]></group>          <group id="1188"><![CDATA[Research Horizons]]></group>          <group id="660398"><![CDATA[Sustainability Hub]]></group>      </groups>  <categories>          <category tid="154"><![CDATA[Environment]]></category>          <category tid="129"><![CDATA[Institute and Campus]]></category>          <category tid="135"><![CDATA[Research]]></category>          <category tid="133"><![CDATA[Special Events and Guest Speakers]]></category>          <category tid="134"><![CDATA[Student and Faculty]]></category>          <category tid="194836"><![CDATA[Sustainability]]></category>      </categories>  <news_terms>          <term tid="154"><![CDATA[Environment]]></term>          <term tid="129"><![CDATA[Institute and Campus]]></term>          <term tid="135"><![CDATA[Research]]></term>          <term tid="133"><![CDATA[Special Events and Guest Speakers]]></term>          <term tid="134"><![CDATA[Student and Faculty]]></term>          <term tid="194836"><![CDATA[Sustainability]]></term>      </news_terms>  <keywords>          <keyword tid="188360"><![CDATA[go-bbiss]]></keyword>      </keywords>  <core_research_areas>          <term tid="194566"><![CDATA[Sustainable Systems]]></term>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="688257">  <title><![CDATA[Christos Athanasiou to Receive 2025 Eshelby Mechanics Award for Young Faculty]]></title>  <uid>36345</uid>  <body><![CDATA[<p><strong>Christos Athanasiou</strong>, assistant professor in the Daniel Guggenheim School of Aerospace Engineering, has been selected to receive the 2025 Eshelby Mechanics Award for Young Faculty. Presented annually by the <a href="https://www.asme.org/"><strong>American Society of Mechanical Engineers (ASME)</strong></a>, the award recognizes rapidly emerging junior faculty who exemplify originality, depth, and impact in the development and application of mechanics.</p><p>The Eshelby Mechanics Award was established in 2012 in memory of Professor John Douglas Eshelby&nbsp;to promote the field of mechanics, among young researchers. The award will be formally presented at the 2026 Applied Mechanics Division Awards Banquet during the ASME International Mechanical Engineering Congress and Exposition in November.</p><p>Athanasiou and his team advance the fundamental mechanics and physics of materials and translates these insights into systems-level design strategies that address global challenges in resource efficiency and sustainable development. His research integrates advanced experimental methods capable of capturing material behavior under realistic operational conditions, mechanics-based design principles, and tailored AI- and physics-informed modeling frameworks.</p><p>Together, these efforts enable the development of life-cycle-efficient, cost-effective materials and structures for applications ranging from sustainable packaging to aerospace systems and space construction. His recent work published in <a href="https://www.pnas.org/doi/10.1073/pnas.2502613122"><em><strong>Proceedings of the National Academy of Sciences</strong></em></a><em> (PNAS)</em> introduced a bioinspired framework to improve plastic recycling while addressing a foundational mechanics question: how can we build reliable structures from inherently variable materials?</p><p>Athanasiou is also the recipient of the <a href="https://www.nsf.gov/funding/opportunities/career-faculty-early-career-development-program"><strong>2024 NSF CAREER Award</strong></a> and the <a href="https://www.ae.gatech.edu/news/2025/06/christos-athanasiou-receives-asme-orr-early-career-award"><strong>ASME Orr Early Career Award</strong></a>, and is a Climate Tech Fellow at the New York Climate Exchange.</p>]]></body>  <author>gwaddell3</author>  <status>1</status>  <created>1771001860</created>  <gmt_created>2026-02-13 16:57:40</gmt_created>  <changed>1771002186</changed>  <gmt_changed>2026-02-13 17:03:06</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[The award recognizes early-career researchers who’ve made impactful contributions to the field of mechanics.]]></teaser>  <type>news</type>  <sentence><![CDATA[The award recognizes early-career researchers who’ve made impactful contributions to the field of mechanics.]]></sentence>  <summary><![CDATA[<p><strong>Christos Athanasiou</strong>, assistant professor in the Daniel Guggenheim School of Aerospace Engineering, has been selected to receive the 2025 Eshelby Mechanics Award for Young Faculty.</p>]]></summary>  <dateline>2026-02-13T00:00:00-05:00</dateline>  <iso_dateline>2026-02-13T00:00:00-05:00</iso_dateline>  <gmt_dateline>2026-02-13 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[monique.waddell@gatech.edu]]></email>  <location></location>  <contact><![CDATA[<p>Monique Waddell</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>679280</item>      </media>  <hg_media>          <item>          <nid>679280</nid>          <type>image</type>          <title><![CDATA[headshot-anthansiou.png]]></title>          <body><![CDATA[<div><div><a href="https://ae.gatech.edu/directory/person/christos-e-athanasiou"><strong>Christos E Athanasiou</strong></a></div></div><div><div><em>Assistant Professor</em></div></div>]]></body>                      <image_name><![CDATA[headshot-anthansiou.png]]></image_name>            <image_path><![CDATA[/sites/default/files/2026/02/13/headshot-anthansiou.png]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2026/02/13/headshot-anthansiou.png]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2026/02/13/headshot-anthansiou.png?itok=RZtPLwsa]]></image_740>            <image_mime>image/png</image_mime>            <image_alt><![CDATA[Christos Anthanasiou headshot]]></image_alt>                    <created>1771002011</created>          <gmt_created>2026-02-13 17:00:11</gmt_created>          <changed>1771002011</changed>          <gmt_changed>2026-02-13 17:00:11</gmt_changed>      </item>      </hg_media>  <related>          <link>        <url><![CDATA[https://ae.gatech.edu/news/2025/06/christos-athanasiou-receives-asme-orr-early-career-award]]></url>        <title><![CDATA[Christos Athanasiou Receives the ASME Orr Early Career Award]]></title>      </link>          <link>        <url><![CDATA[https://ae.gatech.edu/news/2025/04/georgia-tech-researchers-pioneer-eco-friendly-building-materials-earth-and-mars]]></url>        <title><![CDATA[Georgia Tech Researchers Pioneer Eco-Friendly Building Materials for Earth and Mars]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="1188"><![CDATA[Research Horizons]]></group>          <group id="1239"><![CDATA[School of Aerospace Engineering]]></group>      </groups>  <categories>          <category tid="145"><![CDATA[Engineering]]></category>          <category tid="154"><![CDATA[Environment]]></category>          <category tid="42921"><![CDATA[Exhibitions]]></category>          <category tid="42891"><![CDATA[Georgia Tech Arts]]></category>      </categories>  <news_terms>          <term tid="145"><![CDATA[Engineering]]></term>          <term tid="154"><![CDATA[Environment]]></term>          <term tid="42921"><![CDATA[Exhibitions]]></term>          <term tid="42891"><![CDATA[Georgia Tech Arts]]></term>      </news_terms>  <keywords>          <keyword tid="2082"><![CDATA[aerospace engineering]]></keyword>      </keywords>  <core_research_areas>          <term tid="194566"><![CDATA[Sustainable Systems]]></term>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="687242">  <title><![CDATA[Georgia Tech Energy Policy and Innovation Center Launches Interactive Dashboard ]]></title>  <uid>36413</uid>  <body><![CDATA[<p>Georgia Tech’s&nbsp;<a href="https://epicenter.energy.gatech.edu/"><strong>Energy Policy and Innovation Center</strong></a> (EPIcenter) has collaborated with&nbsp;<a href="https://spp.gatech.edu/people/person/daniel-matisoff">Dan Matisoff</a>, professor in the&nbsp;<a href="https://spp.gatech.edu/">Jimmy and Rosalynn Carter School of Public Policy</a> and EPIcenter’s faculty affiliate, to develop a new&nbsp;<a href="https://epicenter.energy.gatech.edu/saf/"><strong>Sustainable Aviation Fuel (SAF) Data Dashboard</strong>,</a> designed to provide clear, accessible insights into the rapidly evolving SAF market.&nbsp;</p><p>The interactive dashboard compiles and visualizes data gathered by&nbsp;Matisoff, along with&nbsp;Program and Operations Manager&nbsp;<a href="https://spp.gatech.edu/people/person/2af53a9b-d638-574a-a72e-567d586c3cef"><strong>Michael Morley</strong></a>,&nbsp;offering a comprehensive view of SAF production, feedstock availability, and policy trends.</p><p>EPIcenter Research Associate <a href="https://epicenter.energy.gatech.edu/people-yang-you/"><strong>Yang You</strong></a> has designed the dashboard to translate complex datasets into policy-relevant insights for decision-makers. By organizing key metrics into interactive visuals, the dashboard helps stakeholders assess market readiness and identify regulatory actions that could accelerate SAF adoption.</p><p>Emphasizing the importance of data-driven insights, Matisoff said, “The Department of Energy has a Grand Challenge to produce 3 billion gallons a year of Sustainable Aviation Fuel by 2030, and 35 billion gallons a year by 2050. By compiling and visualizing SAF data, we can help policymakers and researchers understand progress towards these goals, where the key opportunities and bottlenecks are – and how to move forward effectively”.&nbsp;</p><p><strong>Why SAF Matters</strong><br>While aviation only accounts for about 3% of global greenhouse gas emissions, it is a rapidly growing share, and decarbonizing this sector is considered one of the most challenging aspects of the energy transition. Produced from renewable feedstocks, sustainable aviation fuel offers a pathway to reduce lifecycle emissions from air travel without requiring major changes to aircraft or infrastructure. However, SAF production and deployment face hurdles related to cost, supply chain development, and policy support.</p><p>EPIcenter’s Director <a href="https://energy.gatech.edu/people/laura-taylor">Laura Taylor</a> highlighted the dashboard’s role in addressing these challenges:<br>“Sustainable aviation fuel is a cornerstone of decarbonizing air travel, but the market is complex and rapidly evolving. The dashboard provides clarity by organizing the relevant data in a way that’s accessible and actionable for decision-makers.”</p><p>“This tool is meant to bridge analysis and action,” said You. “By visualizing SAF production, capacity, and offtake dynamics, the dashboard allows policymakers and stakeholders to see where the market is moving, where gaps remain, and how targeted infrastructure investments or supportive policies could unlock scale.”</p><p>The EPIcenter SAF Dashboard is intended as a resource for industry leaders, policymakers, and researchers working to accelerate SAF adoption. By providing transparent, data-driven insights, Georgia Tech aims to support informed decisions that advance innovation and sustainability in aviation.</p><p>To explore the dashboard and learn more about Georgia Tech’s work on sustainable aviation fuel, visit&nbsp;<a href="https://epicenter.energy.gatech.edu/saf/">EPIcenter’s SAF page</a>.&nbsp;</p>]]></body>  <author>pdevarajan3</author>  <status>1</status>  <created>1768323840</created>  <gmt_created>2026-01-13 17:04:00</gmt_created>  <changed>1768324235</changed>  <gmt_changed>2026-01-13 17:10:35</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Georgia Tech’s Energy Policy and Innovation Center has collaborated with Dan Matisoff, EPIcenter’s faculty affiliate, to develop a new Sustainable Aviation Fuel Data Dashboard to provide clear, accessible insights into the rapidly evolving SAF market. ]]></teaser>  <type>news</type>  <sentence><![CDATA[Georgia Tech’s Energy Policy and Innovation Center has collaborated with Dan Matisoff, EPIcenter’s faculty affiliate, to develop a new Sustainable Aviation Fuel Data Dashboard to provide clear, accessible insights into the rapidly evolving SAF market. ]]></sentence>  <summary><![CDATA[<p>Georgia Tech’s&nbsp;<a href="https://epicenter.energy.gatech.edu/"><strong>Energy Policy and Innovation Center</strong></a> (EPIcenter) has collaborated with&nbsp;<a href="https://spp.gatech.edu/people/person/daniel-matisoff">Dan Matisoff</a>, professor in the&nbsp;<a href="https://spp.gatech.edu/">Jimmy and Rosalynn Carter School of Public Policy</a> and EPIcenter’s faculty affiliate, to develop a new&nbsp;<a href="https://epicenter.energy.gatech.edu/saf/"><strong>Sustainable Aviation Fuel (SAF) Data Dashboard</strong>,</a> designed to provide clear, accessible insights into the rapidly evolving SAF market.&nbsp;</p>]]></summary>  <dateline>2026-01-13T00:00:00-05:00</dateline>  <iso_dateline>2026-01-13T00:00:00-05:00</iso_dateline>  <gmt_dateline>2026-01-13 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[priya.devarajan@research.gatech.edu]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:priya.devarajan@research.gatech.edu">Priya Devarajan</a> || SEI Communications Program Manager</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>678970</item>      </media>  <hg_media>          <item>          <nid>678970</nid>          <type>image</type>          <title><![CDATA[SAFDashboard-AdobeStock.jpeg]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[SAFDashboard-AdobeStock.jpeg]]></image_name>            <image_path><![CDATA[/sites/default/files/2026/01/13/SAFDashboard-AdobeStock.jpeg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2026/01/13/SAFDashboard-AdobeStock.jpeg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2026/01/13/SAFDashboard-AdobeStock.jpeg?itok=Yjb2zMtO]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Fuel Truck carrying Sustainable Aviation Fuel near an airplane]]></image_alt>                    <created>1768324007</created>          <gmt_created>2026-01-13 17:06:47</gmt_created>          <changed>1768324007</changed>          <gmt_changed>2026-01-13 17:06:47</gmt_changed>      </item>      </hg_media>  <related>          <link>        <url><![CDATA[https://epicenter.energy.gatech.edu/saf/]]></url>        <title><![CDATA[EPIcenter SAF Dashboard]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="1188"><![CDATA[Research Horizons]]></group>          <group id="367481"><![CDATA[SEI Energy]]></group>          <group id="1280"><![CDATA[Strategic Energy Institute]]></group>          <group id="660398"><![CDATA[Sustainability Hub]]></group>      </groups>  <categories>          <category tid="131"><![CDATA[Economic Development and Policy]]></category>          <category tid="144"><![CDATA[Energy]]></category>          <category tid="154"><![CDATA[Environment]]></category>          <category tid="151"><![CDATA[Policy, Social Sciences, and Liberal Arts]]></category>          <category tid="135"><![CDATA[Research]]></category>          <category tid="194611"><![CDATA[State Impact]]></category>          <category tid="194836"><![CDATA[Sustainability]]></category>      </categories>  <news_terms>          <term tid="131"><![CDATA[Economic Development and Policy]]></term>          <term tid="144"><![CDATA[Energy]]></term>          <term tid="154"><![CDATA[Environment]]></term>          <term tid="151"><![CDATA[Policy, Social Sciences, and Liberal Arts]]></term>          <term tid="135"><![CDATA[Research]]></term>          <term tid="194611"><![CDATA[State Impact]]></term>          <term tid="194836"><![CDATA[Sustainability]]></term>      </news_terms>  <keywords>          <keyword tid="186858"><![CDATA[go-sei]]></keyword>      </keywords>  <core_research_areas>          <term tid="39531"><![CDATA[Energy and Sustainable Infrastructure]]></term>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="686380">  <title><![CDATA[A 30-Year “Snapshot” of Pacific Northwestern Birds Shows Their Surprising Resilience]]></title>  <uid>35599</uid>  <body><![CDATA[<p dir="ltr">A 30-year “snapshot study” of birds in the Pacific Northwest is showing their surprising resilience in the face of climate change. The project started when School of Biological Sciences Assistant Professor&nbsp;<a href="https://biosciences.gatech.edu/people/benjamin%20freeman"><strong>Benjamin Freeman</strong></a><strong>&nbsp;</strong>found&nbsp;<a href="http://jem-online.org/index.php/jem/article/view/232">a study by&nbsp;<strong>Louise Waterhouse</strong></a> detailing birds in the mountains near Vancouver three decades ago. What followed was an ecological scavenger hunt: Freeman revisited each of the old field sites, navigating using his local knowledge and Waterhouse’s hand-drawn maps.</p><p dir="ltr">Freeman, who grew up in Seattle, mainly studies the ecology of tropical birds — but the discovery of Waterhouse’s paper made him curious about research closer to home. The results were surprising: over the last three decades, most of the bird populations in the region were stable and had been increasing in abundance at higher elevations.</p><p dir="ltr">The study, “<a href="https://esajournals.onlinelibrary.wiley.com/doi/full/10.1002/ecy.70193">Pacific Northwest birds have shifted their abundances upslope in response to 30 years of warming temperatures</a>” was published in the journal&nbsp;<em>Ecology</em> this fall.&nbsp;In addition to lead author Freeman, the team also included&nbsp;<strong>Harold Eyster&nbsp;</strong>(The Nature Conservancy),&nbsp;<strong>Julian Heavyside&nbsp;</strong>(University of British Columbia),&nbsp;<strong>Daniel Yip&nbsp;</strong>(Canadian Wildlife Service),&nbsp;<strong>Monica Mather&nbsp;</strong>(British Columbia Ministry of Water, Lands and Resource Stewardship), and Waterhouse<strong>&nbsp;</strong>(British Columbia Ministry of Forests, Coast Area Research).</p><p dir="ltr">“It is great news that most birds in the region are resilient, and by doing this work, we can focus on the species that do need help, like the Canada Jay, which is struggling in this region,” Freeman says. “Studies like this help us focus resources and effort.”</p><h3><strong>Songbirds and snow</strong></h3><p dir="ltr">Conducting the fieldwork was a detective game, Freeman says. Each day, he would wake up at four in the morning to locate and visit the research areas — often navigating trails, open forest, and rough terrain on foot.</p><p dir="ltr">This area of the Pacific Northwest is punctuated with old-growth stands of trees — sections of forest that have never been logged or altered. “These areas feel like islands,” Freeman shares. “They feel ancient and untouched, but even in pristine habitats, birds are still responding to climate change.”</p><p dir="ltr">Most of the work was conducted during the birds’ breeding season, from late May into June. This is when the birds are most vocal, which is ideal for surveys, Freeman says. The downside? Even in June, there is often snow in the mountains. “I was out at dawn, hiking through snow in the freezing cold, wondering why I didn’t stay in bed,” he recalls. “But then I’d hear birds singing all around me and realize it was all worth it.”</p><h3><strong>Upward expansion — and resilience</strong></h3><p dir="ltr">By comparing the two “snapshots,” the team showed that while temperatures have increased over the last 30 years, most bird populations in the region haven’t declined — but they have become more abundant at higher elevations. “It’s encouraging,” Freeman says. “Thirty years of warming has led to changes, but for the most part, these bird populations are mostly stable or improving.”</p><p dir="ltr">One reason for this resilience could be the stability that old growth forests provide, and Freeman suggests that conserving wide swaths of mountain habitat might help birds thrive as they continue to adapt, while still supporting populations at lower elevations. The study also helps identify which bird species need additional support, like the Canada Jay — a gray and white bird known for following hikers in pursuit of dropped snacks.</p><p dir="ltr">It’s just one piece of Freeman’s larger research goal — he aims to do this type of snapshot research in many different places to identify general patterns, especially differences in temperate versus tropical environments.</p><p dir="ltr">“In the tropics, most bird species are vulnerable, with only a few resilient species. In the Pacific Northwest, we saw the opposite,” he says. “A pattern is emerging: temperate zones show more resilience, tropics more vulnerability.”&nbsp;</p><p dir="ltr">Freeman is also conducting research with a group of students in Northern Georgia. “We predict that these Appalachian birds will be resilient as well,” he says, “but we need to study and understand what’s happening in nature — not just make predictions.”</p><p>&nbsp;</p><p dir="ltr">DOI:&nbsp;<a href="https://doi.org/10.1002/ecy.70193">https://doi.org/10.1002/ecy.70193</a></p><p dir="ltr"><em>Funding: Packard Foundation</em></p>]]></body>  <author>sperrin6</author>  <status>1</status>  <created>1762957345</created>  <gmt_created>2025-11-12 14:22:25</gmt_created>  <changed>1763155599</changed>  <gmt_changed>2025-11-14 21:26:39</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[After discovering a historic bird survey in the Pacific Northwest, Georgia Tech’s Ben Freeman located the original sites, repeating the surveys three decades later.]]></teaser>  <type>news</type>  <sentence><![CDATA[After discovering a historic bird survey in the Pacific Northwest, Georgia Tech’s Ben Freeman located the original sites, repeating the surveys three decades later.]]></sentence>  <summary><![CDATA[<p>After discovering a historic bird survey in the Pacific Northwest, Georgia Tech’s&nbsp;<strong>Ben Freeman&nbsp;</strong>located the original sites, repeating the surveys three decades later. Each day, he would wake up at four in the morning to locate and visit the research areas — often navigating trails, open forest, and rough terrain on foot.</p>]]></summary>  <dateline>2025-11-12T00:00:00-05:00</dateline>  <iso_dateline>2025-11-12T00:00:00-05:00</iso_dateline>  <gmt_dateline>2025-11-12 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p>Written by <a href="mailto:sperrin6@gatech.edu">Selena Langner</a></p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>678597</item>          <item>678599</item>          <item>678598</item>          <item>678600</item>          <item>678596</item>          <item>678595</item>          <item>678601</item>      </media>  <hg_media>          <item>          <nid>678597</nid>          <type>image</type>          <title><![CDATA[The Canada Jay is one of the birds struggling in the Pacific Northwest. (Credit: Mason Maron)]]></title>          <body><![CDATA[<p>The Canada Jay is one of the birds struggling in the Pacific Northwest. (Credit: Mason Maron)</p>]]></body>                      <image_name><![CDATA[Canada_Jay.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2025/11/12/Canada_Jay.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2025/11/12/Canada_Jay.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2025/11/12/Canada_Jay.jpg?itok=Sc_FD3Vo]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[The Canada Jay is one of the birds struggling in the Pacific Northwest. (Credit: Mason Maron)]]></image_alt>                    <created>1762959555</created>          <gmt_created>2025-11-12 14:59:15</gmt_created>          <changed>1762959555</changed>          <gmt_changed>2025-11-12 14:59:15</gmt_changed>      </item>          <item>          <nid>678599</nid>          <type>image</type>          <title><![CDATA[A placard still standing from the original surveys conducted in the early 90's. Finding these original sites was a "scavenger hunt," Freeman says. (Credit: Benjamin Freeman)]]></title>          <body><![CDATA[<p>A placard still standing from the original surveys conducted in the early 90's. Finding these original sites was a "scavenger hunt," Freeman says. (Credit: Benjamin Freeman)</p>]]></body>                      <image_name><![CDATA[placard_leftover_from_early90s_surveys.jpeg]]></image_name>            <image_path><![CDATA[/sites/default/files/2025/11/12/placard_leftover_from_early90s_surveys.jpeg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2025/11/12/placard_leftover_from_early90s_surveys.jpeg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2025/11/12/placard_leftover_from_early90s_surveys.jpeg?itok=3semnAmK]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[A placard still standing from the original surveys conducted in the early 90's. Finding these original sites was a "scavenger hunt," Freeman says. (Credit: Benjamin Freeman)]]></image_alt>                    <created>1762959555</created>          <gmt_created>2025-11-12 14:59:15</gmt_created>          <changed>1762959555</changed>          <gmt_changed>2025-11-12 14:59:15</gmt_changed>      </item>          <item>          <nid>678598</nid>          <type>image</type>          <title><![CDATA[A large downed cedar tree in one of the lowland old-growth forests that Freeman navigated. (Credit: Benjamin Freeman)]]></title>          <body><![CDATA[<p>A large downed cedar tree in one of the lowland old-growth forests that Freeman navigated. (Credit: Benjamin Freeman)</p>]]></body>                      <image_name><![CDATA[lowland_oldgrowth_massive_downed_cedar.jpeg]]></image_name>            <image_path><![CDATA[/sites/default/files/2025/11/12/lowland_oldgrowth_massive_downed_cedar.jpeg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2025/11/12/lowland_oldgrowth_massive_downed_cedar.jpeg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2025/11/12/lowland_oldgrowth_massive_downed_cedar.jpeg?itok=Tll-y6My]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[A large downed cedar tree in one of the lowland old-growth forests that Freeman navigated. (Credit: Benjamin Freeman)]]></image_alt>                    <created>1762959555</created>          <gmt_created>2025-11-12 14:59:15</gmt_created>          <changed>1762959555</changed>          <gmt_changed>2025-11-12 14:59:15</gmt_changed>      </item>          <item>          <nid>678600</nid>          <type>image</type>          <title><![CDATA[Townsend's Warbler, a small songbird that lives in the forests of the Pacific Northwest. (Credit: Melissa Hafting, @bcbirdergirl)]]></title>          <body><![CDATA[<p>Townsend's Warbler, a small songbird that lives in the forests of the Pacific Northwest. (Credit: Melissa Hafting, @bcbirdergirl)</p>]]></body>                      <image_name><![CDATA[Townsend-s_Warbler.jpeg]]></image_name>            <image_path><![CDATA[/sites/default/files/2025/11/12/Townsend-s_Warbler.jpeg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2025/11/12/Townsend-s_Warbler.jpeg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2025/11/12/Townsend-s_Warbler.jpeg?itok=lm2AsT_v]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Townsend's Warbler, a small songbird that lives in the forests of the Pacific Northwest. (Credit: Melissa Hafting, @bcbirdergirl)]]></image_alt>                    <created>1762959555</created>          <gmt_created>2025-11-12 14:59:15</gmt_created>          <changed>1762959555</changed>          <gmt_changed>2025-11-12 14:59:15</gmt_changed>      </item>          <item>          <nid>678596</nid>          <type>image</type>          <title><![CDATA[While locating the field sites, Freeman spotted this bear on an old road. (Credit: Benjamin Freeman)]]></title>          <body><![CDATA[<p>While locating the field sites, Freeman spotted this bear on an old road. (Credit: Benjamin Freeman)</p>]]></body>                      <image_name><![CDATA[bear_on_road.jpeg]]></image_name>            <image_path><![CDATA[/sites/default/files/2025/11/12/bear_on_road.jpeg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2025/11/12/bear_on_road.jpeg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2025/11/12/bear_on_road.jpeg?itok=DNOrOxzF]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[While locating the field sites, Freeman spotted this bear on an old road. (Credit: Benjamin Freeman)]]></image_alt>                    <created>1762959555</created>          <gmt_created>2025-11-12 14:59:15</gmt_created>          <changed>1762959555</changed>          <gmt_changed>2025-11-12 14:59:15</gmt_changed>      </item>          <item>          <nid>678595</nid>          <type>image</type>          <title><![CDATA[An overgrown and abandoned road that Freeman traversed. (Credit: Benjamin Freeman)]]></title>          <body><![CDATA[<p>An overgrown and abandoned road that Freeman traversed. (Credit: Benjamin Freeman)</p>]]></body>                      <image_name><![CDATA[abandoned_road_difficult_to_walk_on.jpeg]]></image_name>            <image_path><![CDATA[/sites/default/files/2025/11/12/abandoned_road_difficult_to_walk_on.jpeg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2025/11/12/abandoned_road_difficult_to_walk_on.jpeg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2025/11/12/abandoned_road_difficult_to_walk_on.jpeg?itok=wpmmxwGI]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[An overgrown and abandoned road that Freeman traversed. (Credit: Benjamin Freeman)]]></image_alt>                    <created>1762959555</created>          <gmt_created>2025-11-12 14:59:15</gmt_created>          <changed>1762960403</changed>          <gmt_changed>2025-11-12 15:13:23</gmt_changed>      </item>          <item>          <nid>678601</nid>          <type>image</type>          <title><![CDATA[The Varied Thrush is another bird common in the Pacific Northwest. (Credit: Melissa Hafting, @bcbirdergirl)]]></title>          <body><![CDATA[<p>The Varied Thrush is another bird common in the Pacific Northwest. (Credit: Melissa Hafting, @bcbirdergirl)</p>]]></body>                      <image_name><![CDATA[Varied_Thrush.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2025/11/12/Varied_Thrush.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2025/11/12/Varied_Thrush.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2025/11/12/Varied_Thrush.jpg?itok=ngrZRtte]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[The Varied Thrush is another bird common in the Pacific Northwest. (Credit: Melissa Hafting, @bcbirdergirl)]]></image_alt>                    <created>1762959555</created>          <gmt_created>2025-11-12 14:59:15</gmt_created>          <changed>1762959555</changed>          <gmt_changed>2025-11-12 14:59:15</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="1188"><![CDATA[Research Horizons]]></group>      </groups>  <categories>          <category tid="154"><![CDATA[Environment]]></category>          <category tid="146"><![CDATA[Life Sciences and Biology]]></category>          <category tid="135"><![CDATA[Research]]></category>          <category tid="134"><![CDATA[Student and Faculty]]></category>          <category tid="194836"><![CDATA[Sustainability]]></category>      </categories>  <news_terms>          <term tid="154"><![CDATA[Environment]]></term>          <term tid="146"><![CDATA[Life Sciences and Biology]]></term>          <term tid="135"><![CDATA[Research]]></term>          <term tid="134"><![CDATA[Student and Faculty]]></term>          <term tid="194836"><![CDATA[Sustainability]]></term>      </news_terms>  <keywords>          <keyword tid="187915"><![CDATA[go-researchnews]]></keyword>          <keyword tid="194631"><![CDATA[cos-georgia]]></keyword>          <keyword tid="192254"><![CDATA[cos-climate]]></keyword>          <keyword tid="166890"><![CDATA[sustainability]]></keyword>      </keywords>  <core_research_areas>          <term tid="39441"><![CDATA[Bioengineering and Bioscience]]></term>          <term tid="193653"><![CDATA[Georgia Tech Research Institute]]></term>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node></nodes>