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

*LANL is operated by Triad National Security, LLC, for the National Nuclear Security Administration of the U.S. Department of Energy under contract 89233218NCA000001.LLNL is operated under contract No. DE-762AC52-07NA27344.SNL is managed by NTESS, LLC under contract DE-NA0003525.

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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