Uncertainty quantification for noisy inputs–outputs in physics-informed neural networks and neural operators - Zou, Zongren; Meng, Xuhui; Karniadakis, George Em (Computer methods in applied mechanics and engineering, 2025)
Keywords: Bayesian inference; Neural operators; Noisy inputs–outputs; PINNs; Synergistic learning; Uncertainty quantification; Uncertainty quantification; Neural operators; PINNs; Bayesian inference; Noisy inputs–outputs; Synergistic learning