Nonlocal Interactions in Metasurfaces Harnessed by Neural Networks

Optical metasurfaces enable compact, lightweight and planar optical devices. Their performances, however, are still limited by design approximations imposed by their macroscopic dimensions. To address this problem, we propose a neural network-based multi-stage gradient optimization method to efficie...

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Bibliographic Details
Main Authors: Yongle Zhou, Qi Xu, Yikun Liu, Emiliano R. Martins, Haowen Liang, Juntao Li
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Photonics
Subjects:
Online Access:https://www.mdpi.com/2304-6732/12/7/738
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