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Conference Papers Year : 2023

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

Abstract

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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hal-04405833 , version 1 (22-01-2024)

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Jérémy Grebot, Rémi Helleboid, Gabriel Mugny, Isobel Nicholson, Louis-Henri Fernandez Mouron, et al.. Bayesian Optimization of Light Grating for High Performance Single-Photon Avalanche Diodes. SISPAD 2023 - International Conference on Simulation of Semiconductor Processes and Devices, Sep 2023, Kobe, France. pp.365-368, ⟨10.23919/SISPAD57422.2023.10319552⟩. ⟨hal-04405833⟩
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