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Leveraging Viscous Hamilton–Jacobi PDEs for Uncertainty Quantification in Scientific Machine Learning

Zongren Zou, Tingwei Meng, Paula Chen, Jérôme Darbon, George Em Karniadakis

2024SIAM/ASA Journal on Uncertainty Quantification12 citationsDOI

Topics & Concepts

Hamilton–Jacobi equationUncertainty quantificationArtificial intelligenceComputer scienceMachine learningApplied mathematicsMathematicsModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignGaussian Processes and Bayesian Inference
Leveraging Viscous Hamilton–Jacobi PDEs for Uncertainty Quantification in Scientific Machine Learning | Litcius