Thermodynamically consistent Recurrent Neural Networks to predict non linear behaviors of dissipative materials subjected to non-proportional loading paths
Aymen Danoun, Étienne Prulière, Yves Chemisky
Topics & Concepts
Dissipative systemRecurrent neural networkWork (physics)Artificial neural networkMaterials scienceComputer scienceStatistical physicsApplied mathematicsMathematicsThermodynamicsPhysicsArtificial intelligenceMachine Learning in Materials ScienceModel Reduction and Neural NetworksHydrogen embrittlement and corrosion behaviors in metals