A multi-stage physics-informed neural network for high-resolution reconstruction of physical fields with sharp gradients

Computer Methods in Applied Mechanics and Engineering 2026

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Authors: Xin Jia, Kun Song, Ming Cheng, Hongyuan Li, Haibing Yang, Shuang Wang

DOI: 10.1016/j.cma.2025.118253

Cited by: 4

References: 42

Fields of Study & Subjects

Model Reduction and Neural Networks Neural Networks and Reservoir Computing Machine Learning in Materials Science

References 42