Uncertainty propagation using infinite mixture of Gaussian processes and variational Bayesian inference

Document Details

Document Type
Pub Defense Publication
Publication Date
Mar 01, 2015
Source ID
10.1016/j.jcp.2014.12.028

Entities

People

  • Ilias Bilionis
  • Nicholas Zabaras
  • Peng Chen

Organizations

  • Air Force Office of Scientific Research
  • Engineering and Physical Sciences Research Council
  • Institute for Advanced Study
  • National Center for Supercomputing Applications
  • National Science Foundation
  • National Science Foundation of Sri Lanka
  • Office of Advanced Scientific Computing Research
  • Office of Science
  • Office of the Secretary of Defense
  • Royal Society
  • Technical University of Munich

Tags

Technology Areas

  • AI & ML
  • AI & ML - Bayesian Inference
  • AI & ML - Machine Learning Algorithms