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DOE OSTI · 1898126

Questionable Benchmarks [Slides]

Thompson, Nicholas William·Rising, Michael Evan·Neudecker, Denise·Hutchinson, Jesson D.·Kahler III, Albert (Skip) Comstock·Clark, Alexander Rich·Herman, Michael W.·Alwin, Jennifer Louise·Grosskopf, Michael John·Haeck, Wim·Vander Wiel, Scott Alan·Cutler, Theresa Elizabeth
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Abstract

An investigation and initial review of ‘questionable benchmarks’ was performed at LANL. Multiple methods were used, including machine learning techniques, to identify 'questionable benchmarks' and/or benchmarks with low uncertainties. Those benchmarks were then reviewed for obvious errors. This is not a recommendation to ICSBEP, but can be used as a starting point for a more comprehensive review. A journal paper is being written on this work.

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73 NUCLEAR PHYSICS AND RADIATION PHYSICS97 MATHEMATICS AND COMPUTINGAnalytical MethodsNuclear Criticality Safety Program (NCSP)Random Forest/SHAPWhisper

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Thompson, Nicholas William, Rising, Michael Evan, Neudecker, Denise, Hutchinson, Jesson D., Kahler III, Albert (Skip) Comstock, Clark, Alexander Rich, Herman, Michael W., Alwin, Jennifer Louise, Grosskopf, Michael John, Haeck, Wim, Vander Wiel, Scott Alan, Cutler, Theresa Elizabeth. 2021-07-05. Questionable Benchmarks [Slides]. https://doi.org/10.2172/1898126

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