Physics-informed multi-LSTM networks for metamodeling of nonlinear structures
Ruiyang Zhang, Yang Liu, Hao Sun
Topics & Concepts
Nonlinear systemOverfittingArtificial neural networkMetamodelingExtrapolationArtificial intelligenceDeep learningMachine learningComputer scienceRobustness (evolution)Theoretical computer sciencePhysicsMathematicsSoftware engineeringQuantum mechanicsMathematical analysisChemistryBiochemistryGeneStructural Health Monitoring TechniquesModel Reduction and Neural NetworksHydraulic and Pneumatic Systems