Projects

Embedded Model Error Propagation and Attribution

Minima-Preserving Neural Networks for Potential Energy Approximation

Model Uncertainty Estimation in Interatomic Potentials

Quantification of Uncertainties in Neural Networks

Surrogate Models for Parameterized Stochastic Systems

Uncertainty Propagation and Calibration in E3SM Land Model

Weight-parameterized Residual Neural Networks