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Physics-constrained indirect supervised learning

Physics-constrained indirect supervised learning

Theoretical and Applied Mechanics Letters (TAML), 2020
26 April 2020
Yuntian Chen
Dongxiao Zhang
    SSLAI4CE
ArXiv (abs)PDFHTML

Papers citing "Physics-constrained indirect supervised learning"

3 / 3 papers shown
Discovering an interpretable mathematical expression for a full
  wind-turbine wake with artificial intelligence enhanced symbolic regression
Discovering an interpretable mathematical expression for a full wind-turbine wake with artificial intelligence enhanced symbolic regression
Xirui Li
Yuntian Chen
Shiyi Chen
436
8
0
02 Jun 2024
Theory-guided hard constraint projection (HCP): a knowledge-based
  data-driven scientific machine learning method
Theory-guided hard constraint projection (HCP): a knowledge-based data-driven scientific machine learning methodJournal of Computational Physics (JCP), 2020
Yuntian Chen
Dou Huang
Dongxiao Zhang
Junsheng Zeng
Nanzhe Wang
Haoran Zhang
Jinyue Yan
PINN
340
140
0
11 Dec 2020
Deep Learning of Subsurface Flow via Theory-guided Neural Network
Deep Learning of Subsurface Flow via Theory-guided Neural NetworkJournal of Hydrology (J. Hydrol.), 2019
Nanzhe Wang
Dongxiao Zhang
Haibin Chang
Heng Li
AI4CE
425
282
0
24 Oct 2019
1
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