Physics-informed neural network frameworks for crack simulation based on minimized peridynamic potential energy
Luyuan Ning, Zhenwei Cai, Han Dong, Yingzheng Liu, Weizhe Wang
Topics & Concepts
PeridynamicsNonlinear systemArtificial neural networkFracture mechanicsRegularization (linguistics)Displacement fieldContinuum mechanicsConvergence (economics)Computer scienceSolid mechanicsMechanicsApplied mathematicsPhysicsMathematicsFinite element methodStructural engineeringEngineeringArtificial intelligenceThermodynamicsEconomic growthEconomicsQuantum mechanicsNumerical methods in engineeringModel Reduction and Neural NetworksElectromagnetic Simulation and Numerical Methods