Bayesian Optimization of Light Grating for High Performance Single-Photon Avalanche Diodes

Jeremy Grebot,Remi Helleboid,Gabriel Mugny,Isobel Nicholson, Louis-Henri Fernandez Mouron,Stephane Lanteri,Denis Rideau

2023 INTERNATIONAL CONFERENCE ON SIMULATION OF SEMICONDUCTOR PROCESSES AND DEVICES, SISPAD（2023）

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摘要

Bayesian optimization is used to investigate the optimal grating parameters of realistic SPADs, enhancing high absorption by positioning a resonance exactly at 940 nm. Bayesian optimization allows us to find optimal parameters while minimizing the numerical cost required.

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关键词

Bayesian optimization,SPADs,diffractive grating,resonance,RCWA,optical,absorption

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