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physics.optics2021
Physics-informed neural networks for imaging and parameter retrieval of photonic nanostructures from near-field data
Yuyao Chen, Luca Dal Negro
In this paper, we develop a deep learning approach for the accurate solution of challenging problems of near-field microscopy that leverages the powerful framework of physics-infor…
physics.optics2021★ 7 cited
Hyperuniform scalar random fields for lensless, multispectral imaging systems
Yuyao Chen, Wesley A. Britton, Luca Dal Negro
We propose a novel framework for the systematic design of lensless imaging systems based on the hyperuniform random field solutions of nonlinear reaction-diffusion equations from p…