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There is now a CONTENT FREEZE for Mercury while we switch to a new platform. It began on Friday, March 10 at 6pm and will end on Wednesday, March 15 at noon. No new content can be created during this time, but all material in the system as of the beginning of the freeze will be migrated to the new platform, including users and groups. Functionally the new site is identical to the old one. webteam@gatech.edu
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Title: Machine Learning for Knowledge Discovery in Engineering and Science: From Nanophoronic Design to Medical Diagnosis
Committee:
Dr. Adibi, Advisor
Dr. Ralph, Chair
Dr. Haomin Zhou
Abstract: The 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.
