Uncertainty Quantification for Deep Learning of Complex Systems

Activity: Talk or presentation types › Invited talk

Description

Recent advancements in UQ for SciML, University of Edinburgh.
Period3 Sept 2024
Event titleRecent advancements in uncertainty quantification for scientific machine learning, artificial intelligence and sampling algorithms
Event typeWorkshop
LocationEdinburgh, United KingdomShow on map
Degree of RecognitionNational

Keywords

  • uncertainty quantification
  • scientific machine learning
  • probabilistic design
  • Graphical Models
  • information theory
  • global sensitivity analysis
  • mutual information