most citedPhysics-Constrained Neural Network for Metasurface Optical Response Prediction

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physics.optics2025

Physics-Constrained Neural Network for Metasurface Optical Response Prediction

Reza Masoudian Saadabad, Ramin Emadi, Lingraj Kumar +2

A physics-constrained neural network is presented for predicting the optical response of metasurfaces. Our approach incorporates physical laws directly into the neural network arch…