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Physics-Informed Neural Networks with Hard Constraints for Inverse Design

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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
Terms of Use
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.
Persistent DSpace Link
https://hdl.handle.net/1721.1/138438.2
DOI of Published Version
https://doi.org/10.1137/21m1397908
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