Pretrain finite element method: A pretraining and warm-start framework for PDEs via physics-informed neural operators

Journal of the Mechanics and Physics of Solids 2026

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Authors: Yizheng Wang, Zhongkai Hao, Mohammad Sadegh Eshaghi, Cosmin Anitescu, Xiaoying Zhuang, Timon Rabczuk, Yinghua Liu

DOI: 10.1016/j.jmps.2026.106682

Cited by: 3

References: 20

Fields of Study & Subjects

Model Reduction and Neural Networks Numerical methods for differential equations Numerical methods in engineering

References 20