Recent & Upcoming Talks

Active Learning and Uncertainty Quantification for Machine Learning Interatomic Potentials

Talk

Quantifying and Reducing Uncertainty in the E3SM Land Model using Surrogate Modeling

Talk

Minima-preserving neural network (MPNN) for potential energy surface approximation

Talk

Statistical Learning and Model Error Estimation

Talk

Dimensionality Reduction and Physics-Informed Neural Networks for Climate Land Models

Talk

Dimensionality Reduction and Physics-Informed Recurrent Neural Networks for Climate Land Models

Poster

Physics-informed Machine Learning for Uncertainty Quantification in E3SM Land Model

Talk

Probabilistic Methods for Forward and Inverse Uncertainty Quantification

Talk

Uncertainty Quantification with Model Structural Error

Talk

Physics-informed Machine Learning for Uncertainty Quantification in Land Models

Talk