Physics‐Informed Machine Learning for Optical Modes in Composites
Herein, example of study of optical modes propagating through spatially periodic composites is used to demonstrate that embedding physics‐driven constraints into machine‐learning process can dramatically improve accuracy and generalizability of resulting models. Comprehensive analysis of common comp...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley-VCH
2022-11-01
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| Series: | Advanced Photonics Research |
| Subjects: | |
| Online Access: | https://doi.org/10.1002/adpr.202200073 |