DOE OSTI · 2999264
Selecting differential and integral experiments via machine learning to reduce 239 pu nuclear data uncertainties from 1-600 kev [Poster]
Abstract
he project PARADIGM (PARallel Approach of Differential and InteGral Measurements) answers this question by selecting via machine learning (ML) an optimal combination of differential and integral experiments to reduce 239 Pu nuclear data uncertainties from 1-600 keV by 50%..
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Neudecker, Denise [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)], Brain, Peter Jacob [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)], Cutler, Theresa Elizabeth [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)], Devlin, Matthew James [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)], Fujio, Kazuki [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)], Gibson, Nathan Andrew [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)], Grosskopf, Michael John [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)], Herman, Michal W. [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)], Hutchinson, Jesson D. [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)], Kawano, Toshihiko [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)], Khatiwada, Ajeeta [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)], Kleedtke, Noah Andrew [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)], Leal Cidoncha, Esther [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)], Little, Robert Currier [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)], Lovell, Amy Elizabeth [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)], Stamatopoulos, Athanasios [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)], Thompson, Elizabeth Christine [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)], Walton, Noah Anthony Wy [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)], Vander Wiel, Scott Alan [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)], Williamson, Eric Robert [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)]. 2025-06-22. Selecting differential and integral experiments via machine learning to reduce 239 pu nuclear data uncertainties from 1-600 kev [Poster]. https://doi.org/10.2172/2999264
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