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ANSWERS® TOOLS FOR UNCERTAINTY QUANTIFICATION AND VALIDATION.

Authors :
Margulis, M.
Blaise, P.
Smith, Paul N
Hanlon, Dave
Dobson, Geoff
Hiles, Richard
Fry, Tim
Stefanowska, Magda
Richards, Simon
Murphy, Christophe
Source :
EPJ Web of Conferences; 2021, Vol. 247, p1-9, 9p
Publication Year :
2021

Abstract

ANSWERS® is developing a set of uncertainty quantification (UQ) tools for use with its major physics codes: WIMS/PANTHER (reactor physics), MONK (criticality and reactor physics) and MCBEND (shielding and dosimetry). The Visual Workshop integrated development environment allows the user to construct and edit code inputs, launch calculations, post-process results and produce graphs, and recently uncertainty quantification and optimisation tools have been added. Prior uncertainties due to uncertainties in nuclear data or manufacturing tolerances can be estimated using the sampling method or using the sensitivity options in the physics codes combined with appropriate covariance matrices. To aid the user in the choice of appropriate validation experiments, the MONK categorisation scheme and/or a similarity index can be used. An interactive viewer has been developed which allows the user to search through, and browse details of, over 2,000 MONK validation experiments that have been analysed from the ICSBEP and IRPhE validation sets. A Bayesian updating approach is used to assimilate the measured data with the calculated results. It is shown how this process can be used to reduce bias in calculated results and reduce the calculated uncertainty on those results. This process is illustrated by application to a PWR fuel assembly. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
21016275
Volume :
247
Database :
Complementary Index
Journal :
EPJ Web of Conferences
Publication Type :
Conference
Accession number :
150644317
Full Text :
https://doi.org/10.1051/epjconf/202124715015