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September 18, 2026Journal of Geophysical Research Machine Learning and ComputationOpen Access

How Much Physics Should a Neural Network Know? Thermodynamics‐Informed Neural Networks for Rock Constitutive Modeling With Epistemic Uncertainty

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KLKangan LiTMTushar MittalBHB. K. Holtzman

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Li et al. (2026) studied this question.

synapsesocial.com/papers/6aaf9378a7e31fa2e93518e3https://doi.org/10.1029/2026jh001463
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