A thermodynamics-informed neural network for elastoplastic constitutive modeling of granular materials
Mingming Su, Yu You, T.H. Chen, Ning Guo, Zhongxuan Yang
Topics & Concepts
Constitutive equationArtificial neural networkLaws of thermodynamicsGranular materialMaterials scienceStatistical physicsThermodynamicsFinite element methodNon-equilibrium thermodynamicsPhysicsComputer scienceArtificial intelligenceComposite materialRock Mechanics and ModelingModel Reduction and Neural NetworksLandslides and related hazards