APS Logo

MASTERCLASS: Uncertainty Quantification Demystified

ORAL · Invited

Abstract

This masterclass will provide a shock physics perspective of uncertainty quantification (UQ) and will target people new to this area. From characterizing errors to model fitting, this class will arm you with the modern tools to apply UQ to your own research. The class will be broadly split into 3 parts: 1) an introduction to the basics and key methods in UQ, 2) a survey of more advanced topics and some of the cutting-edge research in our field, and 3) an interactive session with practical applications using publicly available data and software.

https://github.com/LLNL/SHOCK-UQ

Presenters

  • Justin L Brown

    Sandia National Laboratories

Authors

  • Justin L Brown

    Sandia National Laboratories

  • Beth A Lindquist

    Los Alamos National Laboratory (LANL)

  • Jason Bernstein

    Lawrence Livermore National Laboratory