Graf, Olga

3 publications

UAI 2025 Improved Uncertainty Quantification in Physics-Informed Neural Networks Using Error Bounds and Solution Bundles Pablo Flores, Olga Graf, Pavlos Protopapas, Karim Pichara

NeurIPSW 2023 Two-Step Bayesian PINNs for Uncertainty Estimation Pablo Flores, Olga Graf, Pavlos Protopapas, Karim Pichara

NeurIPSW 2021 Uncertainty Quantification in Neural Differential Equations Olga Graf, Pablo Flores, Pavlos Protopapas, Karim Pichara