Leveraging viscous Hamilton-Jacobi PDEs for uncertainty quantification in scientific machine learning

Zongren Zou, Tingwei Meng, Paula Chen +2

Uncertainty quantification (UQ) in scientific machine learning (SciML) combines the powerful predictive power of SciML with methods for quantifying the reliability of the learned m…