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Article Dans Une Revue Optics Express Année : 2021

Design of multilayer optical thin-films based on light scattering properties and using deep neural networks

Marin Fouchier
Myriam Zerrad
Michel Lequime
Claude Amra

Résumé

Despite limiting the performance of multilayer optical thin-films, light scattering properties are not as yet controllable by current design methods. These methods usually consider only specular properties: transmittance and reflectance. Among other techniques, design of thin-film components assisted by deep neural networks have seen growing interest over the last few years. This paper presents an implementation of a deep neural network model for light scattering design and proposes an optimization process for complex multilayer thin-film components to comply with expectations on both specular and scattering spectral responses.
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hal-03454614 , version 1 (29-11-2021)

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Marin Fouchier, Myriam Zerrad, Michel Lequime, Claude Amra. Design of multilayer optical thin-films based on light scattering properties and using deep neural networks. Optics Express, 2021, 29 (20), pp.32627-32638. ⟨10.1364/OE.437789⟩. ⟨hal-03454614⟩
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