610 Purdue Mall
West Lafayette, IN INDIANA 47907
United States
Purdue University
L2 approximation, operator learning, machine learning, data-driven scientific computing
Physics Informed Neural Networks, Non-dominated Sorting Genetic Algorithm III, Kalman Filter, Missing Physics, Inverse Problem
Physics-informed Operator Learning, Evolutionary Multi-Objective Optimization, Uncertainty Quantification, Replica Exchange Stochastic Gradient Langevin Dynamics, Parametric PDEs, Inverse Problem
Scientific Machine Learning, Physics-Informed Neural Networks, Neural Operators, Spectral Optimization, Scalar Auxiliary Variable, Parametric PDEs