Energy-Based Error Bound of Physics-Informed Neural Network Solutions in Elasticity-Reference-Cited by-同舟云学术

Energy-Based Error Bound of Physics-Informed Neural Network Solutions in Elasticity

Published:2022-08 Issue:8 Volume:148 Page:
ISSN:0733-9399
Container-title:Journal of Engineering Mechanics
language:en
Short-container-title:J. Eng. Mech.

Author:

Guo Mengwu¹^ORCID,Haghighat Ehsan²

Affiliation:

1. Assistant Professor, Dept. of Applied Mathematics, Univ. of Twente, Enschede 7522NB, Netherlands (corresponding author). ORCID: .

2. Research Affiliate, Dept. of Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139.

Publisher

American Society of Civil Engineers (ASCE)

Subject

Mechanical Engineering,Mechanics of Materials

Link

https://ascelibrary.org/doi/pdf/10.1061/%28ASCE%29EM.1943-7889.0002121

Reference39 articles.

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2. Amodei D. et al. 2016. “Deep speech 2: End-to-end speech recognition in English and mandarin.” In Vol. 48 of Proc. 33rd Int. Conf. on Machine Learning 173–182. Maastricht Netherlands: ML Research Press.

3. A-posteriori error estimates for the finite element method

4. Some a posteriori error estimators for elliptic partial differential equations

5. Automatic differentiation in machine learning: A survey;Baydin A. G.;J. Mach. Learn. Res.,2018

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