Investigation of inverse design of multilayer thin-films with conditional invertible neural networks
In this work, we apply conditional invertible neural networks (cINN) to inversely design multilayer thin-films given an optical target in order to overcome limitations of state-of-the-art optimization approaches. Usually, state-of-the-art algorithms depend on a set of carefully chosen initial thin-f...
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| Autors principals: | , , , |
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| Format: | Artigo |
| Idioma: | Inglês |
| Publicat: |
IOP Publishing
2023-01-01
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| Col·lecció: | Machine Learning: Science and Technology |
| Matèries: | |
| Accés en línia: | https://doi.org/10.1088/2632-2153/acb48d |
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