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Title: Nuclear data evaluation augmented by machine learning

Authors:
; ;
Publication Date:
Sponsoring Org.:
USDOE
OSTI Identifier:
1812809
Grant/Contract Number:  
AC02-05CH11231
Resource Type:
Publisher's Accepted Manuscript
Journal Name:
Annals of Nuclear Energy (Oxford)
Additional Journal Information:
Journal Name: Annals of Nuclear Energy (Oxford) Journal Volume: 163 Journal Issue: C; Journal ID: ISSN 0306-4549
Publisher:
Elsevier
Country of Publication:
United Kingdom
Language:
English

Citation Formats

Vicente-Valdez, Pedro, Bernstein, Lee, and Fratoni, Massimiliano. Nuclear data evaluation augmented by machine learning. United Kingdom: N. p., 2021. Web. doi:10.1016/j.anucene.2021.108596.
Vicente-Valdez, Pedro, Bernstein, Lee, & Fratoni, Massimiliano. Nuclear data evaluation augmented by machine learning. United Kingdom. https://doi.org/10.1016/j.anucene.2021.108596
Vicente-Valdez, Pedro, Bernstein, Lee, and Fratoni, Massimiliano. Wed . "Nuclear data evaluation augmented by machine learning". United Kingdom. https://doi.org/10.1016/j.anucene.2021.108596.
@article{osti_1812809,
title = {Nuclear data evaluation augmented by machine learning},
author = {Vicente-Valdez, Pedro and Bernstein, Lee and Fratoni, Massimiliano},
abstractNote = {},
doi = {10.1016/j.anucene.2021.108596},
journal = {Annals of Nuclear Energy (Oxford)},
number = C,
volume = 163,
place = {United Kingdom},
year = {2021},
month = {12}
}

Works referenced in this record:

A new family of power transformations to improve normality or symmetry
journal, December 2000


The predictive accuracy of artificial neural networks and multiple regression in the case of skewed data: exploration of some issues
journal, August 2000


The SCALE/AMPX multigroup cross section processing for fast reactor analysis
journal, October 2019


JENDL-4.0: A New Library for Nuclear Science and Engineering
journal, January 2011

  • Shibata, Keiichi; Iwamoto, Osamu; Nakagawa, Tsuneo
  • Journal of Nuclear Science and Technology, Vol. 48, Issue 1
  • DOI: 10.1080/18811248.2011.9711675

The Nuclear Science References (NSR) database and Web Retrieval System
journal, June 2011

  • Pritychenko, B.; Běták, E.; Kellett, M. A.
  • Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Vol. 640, Issue 1
  • DOI: 10.1016/j.nima.2011.03.018

Cl 35 ( n , p ) 35 S cross section from 25 meV to 100 keV
journal, October 1991


Possible evidence of nonstatistical properties in the Cl 35 ( n ,   p ) S 35 cross section
journal, April 2019


The Serpent Monte Carlo code: Status, development and applications in 2013
journal, August 2015


Our Future Nuclear Data Needs
journal, October 2019


ENDF/B-VII.0: Next Generation Evaluated Nuclear Data Library for Nuclear Science and Technology
journal, December 2006