Adaptive continuous-discrete variables optimization for active learning with extremely sparse data in optical material design
Optimizing planar multilayer (PML) optical coatings remains challenging due to the vast parametric space and complex figure of merit requirements. This study introduces an adaptive thickness approach combined with active learning (i.e. an adaptive scheme) for concurrent material selection and thickn...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
IOP Publishing
2025-01-01
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| Series: | Machine Learning: Science and Technology |
| Subjects: | |
| Online Access: | https://doi.org/10.1088/2632-2153/adf68d |
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