Towards data-driven constitutive modelling for granular materials via micromechanics-informed deep learning
Tongming Qu, Shaocheng Di, Y.T. Feng, Min Wang, Tingting Zhao
Topics & Concepts
MicromechanicsConstitutive equationA priori and a posterioriMultiscale modelingExploitGranular materialMaterials scienceComputer scienceStatistical physicsAlgorithmFinite element methodStructural engineeringEngineeringPhysicsComposite materialComputer securityComputational chemistryPhilosophyComposite numberChemistryEpistemologyRock Mechanics and ModelingModel Reduction and Neural NetworksMechanical stress and fatigue analysis