Khachik Sargsyan
Khachik Sargsyan
Home
Projects
Research
Software
Publications
Talks
CV
Contact
Light
Dark
Automatic
UQ and Model Error Estimation for Machine Learning Interatomic Potentials
Khachik Sargsyan, Logan Williams, Habib N. Najm
PDF
Date
Jun 6, 2022
Event
FASTMath-UQ Meeting
Location
(virtual) Livermore, CA
interatomic-potentials
model-error
bayesian-inference
neural-networks
Related
Uncertainty Quantification of Machine Learning Interatomic Potential Models
Model Error Estimation and Uncertainty Quantification of Machine Learning Interatomic Potentials
Uncertainty Quantification in Computational Science -- from Physical Models to Neural Networks
Model Error Estimation for Active Learning of Interatomic Potential Models
Bayesian Inference of Interatomic Potentials
Cite
×