Dynamic and adaptive mesh-based graph neural network framework for simulating displacement and crack fields in phase field models
Roberto Perera, Vinamra Agrawal
Topics & Concepts
Computer scienceAdaptive mesh refinementArtificial neural networkScalabilityDisplacement fieldAlgorithmField (mathematics)Phase (matter)Fracture mechanicsComputational scienceFinite element methodArtificial intelligenceStructural engineeringEngineeringMathematicsPhysicsPure mathematicsDatabaseQuantum mechanicsNumerical methods in engineeringConcrete Properties and BehaviorRock Mechanics and Modeling