Sobolev training of thermodynamic-informed neural networks for interpretable elasto-plasticity models with level set hardening
Nikolaos N. Vlassis, WaiChing Sun
Topics & Concepts
Artificial intelligenceArtificial neural networkSolverComputer scienceDeep learningHardening (computing)Convolutional neural networkSobolev spaceFunction approximationMachine learningApplied mathematicsAlgorithmMathematicsMathematical optimizationMathematical analysisOrganic chemistryLayer (electronics)ChemistryModel Reduction and Neural NetworksMachine Learning in Materials ScienceHydrogen embrittlement and corrosion behaviors in metals