Inverse Design of Photonic Structures Using Automatic Differentiable Rigorous Diffraction Interface Theory

Yi Huang,Hong Tang,Bowen Zheng,Yunxi Dong,Mohammad Haerinia,Viktor A. Podolskiy,Hualiang Zhang

2023 Conference on Lasers and Electro-Optics (CLEO)（2023）

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摘要

We present an automatic differentiable R-DIT for the fast inverse design of photonic structures. We demonstrated that the proposed method could achieve a 30% speedup per optimization on GPUs compared with the differentiable RCWA.

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