MPNN based graph networks as learnable physics engines for deformation and crack propagation in solid mechanics
Xiaoping Zhou, Kai Feng
Topics & Concepts
Fracture mechanicsDeformation (meteorology)MechanicsMaterials scienceClassical mechanicsPhysicsComposite materialModel Reduction and Neural NetworksMachine Learning in Materials ScienceRock Mechanics and Modeling