Methodology for Neural Network-Based Material Card Calibration Using LS-DYNA MAT_187_SAMP-1 Considering Failure with GISSMO - Meißner, Paul; Winter, Jens; Vietor, Thomas (Materials, 2022)
Keywords: Accuracy; Algorithms; Calibration; Cards; Comparative studies; Compression tests; Datasets; Failure; Kinematics; Machine learning; Methods; Neural networks; Optimization; Optimization techniques; Parameter identification; Poisson's ratio; Product development; Simulation; Software; Strain rate; LS-DYNA; GISSMO failure model; hyperparameter optimization; machine learning; MAT_187_SAMP-1; parameter identification