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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 method

11 December 2020
Yuntian Chen
Dou Huang
Dongxiao Zhang
Junsheng Zeng
Nanzhe Wang
Haoran Zhang
Jinyue Yan
    PINN
ArXivPDFHTML

Papers citing "Theory-guided hard constraint projection (HCP): a knowledge-based data-driven scientific machine learning method"

2 / 2 papers shown
Title
An Intriguing Property of Geophysics Inversion
An Intriguing Property of Geophysics Inversion
Yinan Feng
Yinpeng Chen
Shihang Feng
Peng Jin
Zicheng Liu
Youzuo Lin
36
12
0
28 Apr 2022
An Energy Approach to the Solution of Partial Differential Equations in
  Computational Mechanics via Machine Learning: Concepts, Implementation and
  Applications
An Energy Approach to the Solution of Partial Differential Equations in Computational Mechanics via Machine Learning: Concepts, Implementation and Applications
E. Samaniego
C. Anitescu
S. Goswami
Vien Minh Nguyen-Thanh
Hongwei Guo
Khader M. Hamdia
Timon Rabczuk
X. Zhuang
PINN
AI4CE
145
1,338
0
27 Aug 2019
1