Mixed form based physics-informed neural networks for performance evaluation of two-phase random materials
Xiaodan Ren, Xianrui Lyu
Topics & Concepts
RandomnessFinite element methodComputer scienceNonlinear systemArtificial neural networkField (mathematics)GeneralizationPhase (matter)AlgorithmMathematical optimizationArtificial intelligenceStructural engineeringMathematicsEngineeringMathematical analysisChemistryStatisticsOrganic chemistryPure mathematicsPhysicsQuantum mechanicsModel Reduction and Neural NetworksNumerical methods in engineeringDam Engineering and Safety