{"649038":{"#nid":"649038","#data":{"type":"event","title":"Ph.D. Proposal Oral Exam - Dayu Zhu","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETitle:\u0026nbsp; \u003C\/strong\u003E\u003Cem\u003EBuilding Meta-optic System through Machine Learning\u003C\/em\u003E\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u003Cstrong\u003ECommittee:\u0026nbsp; \u003C\/strong\u003E\u003C\/p\u003E\r\n\r\n\u003Cp\u003EDr. Cai, Advisor\u0026nbsp;\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\r\n\r\n\u003Cp\u003EDr. Naeemi, Chair\u003C\/p\u003E\r\n\r\n\u003Cp\u003EDr. Adibi\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u003Cstrong\u003EAbstract: \u003C\/strong\u003EThe objective of the proposed research is to open up an entirely new vistas for the design and implementation of meta-optics, where deep learning enabled frameworks\u0026nbsp;are developed and exploited for the inverse design of photonic structures in response to arbitrary defined, on-demand optical properties. The deep learning methodology consolidates the state-of-the-art deep learning techniques, traditional optimization approaches, and advanced pattern generation schemes in a concerted manner. I have utilized the deep learning framework in designing of functional metasurface for polarization conversion and beam deflection, as well as multifunctional meta-optic systems for beam shaping and holographic imaging. I will further explore deep-learning designed unconventional dielectric meta-optics, tunable meta-optics and meta-optic systems for all-optical computing.\u003C\/p\u003E\r\n","summary":null,"format":"limited_html"}],"field_subtitle":"","field_summary":"","field_summary_sentence":[{"value":"Building Meta-optic System through Machine Learning"}],"uid":"28475","created_gmt":"2021-07-23 21:41:27","changed_gmt":"2021-07-23 21:41:27","author":"Daniela Staiculescu","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2021-08-03T14:30:00-04:00","event_time_end":"2021-08-03T16:30:00-04:00","event_time_end_last":"2021-08-03T16:30:00-04:00","gmt_time_start":"2021-08-03 18:30:00","gmt_time_end":"2021-08-03 20:30:00","gmt_time_end_last":"2021-08-03 20:30:00","rrule":null,"timezone":"America\/New_York"},"extras":[],"groups":[{"id":"434371","name":"ECE Ph.D. Proposal Oral Exams"}],"categories":[],"keywords":[{"id":"102851","name":"Phd proposal"},{"id":"1808","name":"graduate students"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}}}