HiDeNN-FEM: a seamless machine learning approach to nonlinear finite element analysis
Yingjian Liu, Chanwook Park, Ye Lu, Satyajit Mojumder, Wing Kam Liu, Dong Qian
Topics & Concepts
Finite element methodNonlinear systemSolverArtificial neural networkPartial differential equationBlock (permutation group theory)Computer scienceOdeApplied mathematicsConvergence (economics)Ordinary differential equationAlgorithmMathematicsMathematical optimizationDifferential equationMathematical analysisArtificial intelligenceGeometryEngineeringStructural engineeringQuantum mechanicsEconomicsEconomic growthPhysicsModel Reduction and Neural NetworksHeat Transfer and OptimizationProbabilistic and Robust Engineering Design