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Title: Inverse Design of Metamaterials for Tailored Linear and Nonlinear Optical Responses Using Deep Learning
Committee:
Dr. Cai, Advisor
Dr. Naeemi, Chair
Dr. Zhuomin Zhang
Abstract: The objective of the proposed research is to expand upon the demonstrated ability to optimize materials for linear optical responses and a nonlinear second harmonic optical response to other linear and nonlinear optical responses and advance the current data learning framework. Both theoretical and experimental testing are planned to establish a variety of linear and nonlinear optical responses from deep learning optimized metamaterials for a larger realm of applications.
