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September 11, 2026 article Open access

Elastoplastic Analysis of Tunnels Using the Energy‐Based Physics‐Encoded Deep Learning Framework

International Journal for Numerical and Analytical Methods in Geomechanics

DOI: 10.1002/nag.70417 Full text (OA) OpenAlex

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References 2

A mixed formulation for physics-informed neural networks as a potential solver for engineering problems in heterogeneous domains: comparison with finite element method
2022 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access

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citations
Physics-informed neural networks applied to catastrophic creeping landslides
2023 Landslides article Environmental Science Landslides and related hazards Open access

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citations

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