Sample-efficient deep learning for accelerating photonic inverse design
Author(s) -
Ravi S. Hegde
Publication year - 2021
Publication title -
osa continuum
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.592
H-Index - 8
ISSN - 2578-7519
DOI - 10.1364/osac.420977
Subject(s) - workflow , computer science , hyperparameter , photonics , design space exploration , nanophotonics , inverse , sample (material) , inverse problem , surrogate model , artificial intelligence , computer engineering , mathematical optimization , machine learning , nanotechnology , mathematics , physics , materials science , mathematical analysis , geometry , database , thermodynamics , embedded system , optics
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