Uncertainty quantification in scientific machine learning: Methods, metrics, and comparisons

Document Details

Document Type: Pub Defense Publication
Publication Date: Mar 01, 2023
Source ID: 10.1016/j.jcp.2022.111902

Entities

People

Apostolos F. Psaros
George Karniadakis
Ling Guo
Xuhui Meng
Zongren Zou

Organizations

Air Force Office of Scientific Research
Office of the Secretary of Defense
United States Department of Energy

Tags

Technology Areas

AI & ML
AI & ML - Bayesian Inference
AI & ML - Neural Networks