Failure-Informed Adaptive Sampling for PINNs-Reference-Cited by-同舟云学术

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Failure-Informed Adaptive Sampling for PINNs

Published:2023-07-27 Issue:4 Volume:45 Page:A1971-A1994
ISSN:1064-8275
Container-title:SIAM Journal on Scientific Computing
language:en
Short-container-title:SIAM J. Sci. Comput.

Author:

Gao Zhiwei¹,Yan Liang²^ORCID,Zhou Tao³

Affiliation:

1. School of Mathematics, Southeast University, Nanjing 210096, China.

2. School of Mathematics, Southeast University, Nanjing 210096, and Nanjing Center for Applied Mathematics, Nanjing 211135, China.

3. LSEC, Institute of Computational Mathematics, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing 100190, China.

Funder

NSF of China

National Key R&D Program of China

Strategic Priority Research Program of the Chinese Academy of Sciences

Publisher

Society for Industrial & Applied Mathematics (SIAM)

Subject

Applied Mathematics,Computational Mathematics

Reference17 articles.

1. Inform. Sci. Statist. 4;Bishop C. M.,2006

2. Stochastic Gradient Descent Tricks

3. Machine Learning and Computational Mathematics

4. Solving Time Dependent Fokker-Planck Equations via Temporal Normalizing Flow

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