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
https://github.com/LLNL/SHOCK-UQ
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Presenters
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Justin L Brown
Sandia National Laboratories
Authors
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Justin L Brown
Sandia National Laboratories
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Beth A Lindquist
Los Alamos National Laboratory (LANL)
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Jason Bernstein
Lawrence Livermore National Laboratory