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October 01, 2025 article

Physics-Constrained Neural Network with Inverse Transform Sampling for Temperature-Humidity Coupling Effects on Cavitation in Thermo-Responsive Elastomeric Gels

Mechanics of Solids

DOI: 10.1134/s0025654425602101 OpenAlex

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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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