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physics.optics2025★ 1 cited
Design of Macroscale Optical Systems with Metaoptics Using Transformer-Based Neural Networks
Ryan C. Ng, Stéphane Larouche, Peter Y. Schneider +4
Metaoptics are thin, planar surfaces consisting of many subwavelength optical resonators that can be designed to simultaneously control the amplitude, phase, and polarization to ar…
physics.optics2021★ 44 cited
Enhancing Adjoint Optimization-based Photonics Inverse Design with Explainable Machine Learning
Christopher Yeung, David Ho, Benjamin Pham +2
A fundamental challenge in the design of photonic devices, and electromagnetic structures more generally, is the optimization of their overall architecture to achieve a desired res…