Physics-Informed Neural Networks with Hard Constraints for Inverse Design
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21m1397908.pdf
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4.73 MB
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Author(s) • • • • •
Lu, Lu
Pestourie, Raphael
Yao, Wenjie
Wang, Zhicheng
Verdugo, Francesc
Johnson, Steven G
Date Issued
January 2021
Journal
SIAM Journal on Scientific Computing
Publisher
Society for Industrial & Applied Mathematics (SIAM)
Citation
Lu, Lu, Pestourie, Raphaël, Yao, Wenjie, Wang, Zhicheng, Verdugo, Francesc et al. 2021. "Physics-Informed Neural Networks with Hard Constraints for Inverse Design." SIAM Journal on Scientific Computing, 43 (6).
Version
Final published version
MIT Department
Massachusetts Institute of Technology. Department of Mathematics
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Article is made available in accordance with the publisher's policy and may be subject to US copyright law. Please refer to the publisher's site for terms of use.
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DOI of Published Version
https://doi.org/10.1137/21m1397908