{"653347":{"#nid":"653347","#data":{"type":"event","title":"Ph.D. Proposal Oral Exam - Mohammadreza Zandehshahvar","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETitle:\u0026nbsp; \u003C\/strong\u003E\u003Cem\u003EMachine Learning for Knowledge Discovery in Engineering and Science: From Nanophoronic Design to Medical Diagnosis\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. Adibi, Advisor\u003C\/p\u003E\r\n\r\n\u003Cp\u003EDr. Ralph, Chair\u003C\/p\u003E\r\n\r\n\u003Cp\u003EDr. Haomin Zhou\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u003Cstrong\u003EAbstract: \u003C\/strong\u003EThe objective of this proposed research is the development of a new approach in adapting and optimizing ML algorithms to craft computationally efficient and accurate models for learning and interpretation of input-output relationships in a wide range of engineering and science disciplines with demonstrated applicability to two widely different high-impact applications in nanophotonic inverse design and medical diagnosis and prognosis using imaging, clinical, and demographic data of the patients.\u003C\/p\u003E\r\n","summary":null,"format":"limited_html"}],"field_subtitle":"","field_summary":"","field_summary_sentence":[{"value":"Machine Learning for Knowledge Discovery in Engineering and Science: From Nanophoronic Design to Medical Diagnosis"}],"uid":"28475","created_gmt":"2021-12-02 20:30:18","changed_gmt":"2021-12-02 20:30:18","author":"Daniela Staiculescu","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2021-12-07T15:00:00-05:00","event_time_end":"2021-12-07T17:00:00-05:00","event_time_end_last":"2021-12-07T17:00:00-05:00","gmt_time_start":"2021-12-07 20:00:00","gmt_time_end":"2021-12-07 22:00:00","gmt_time_end_last":"2021-12-07 22:00:00","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":""}}}