Thermodynamically consistent neural network plasticity modeling and discovery of evolution laws

Knut Andreas Meyer, Fredrik Ekre

2023Journal of the Mechanics and Physics of Solids33 citationsDOI

Topics & Concepts

Physical lawArtificial neural networkComputer scienceScope (computer science)Artificial intelligenceProcess (computing)Laws of thermodynamicsPhysicsNon-equilibrium thermodynamicsOperating systemProgramming languageQuantum mechanicsModel Reduction and Neural NetworksMachine Learning in Materials ScienceHydrogen embrittlement and corrosion behaviors in metals