Editorial: Uncertainty quantification in nuclear physics

被引:1
|
作者
Piarulli, Maria [1 ]
Epelbaum, Evgeny [2 ]
Forssen, Christian [3 ]
机构
[1] Washington Univ, Phys Dept, St Louis, MO 63130 USA
[2] Ruhr Univ Bochum, Inst Theoret Phys 2, Bochum, Germany
[3] Chalmers Univ Technol, Dept Phys, Gothenburg, Sweden
来源
FRONTIERS IN PHYSICS | 2023年 / 11卷
关键词
nuclear physics; uncertainty quantification; Bayesian methods; emulators; effective field theory; ab initio; many-body physics;
D O I
10.3389/fphy.2023.1270577
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
引用
收藏
页数:2
相关论文
共 50 条
  • [21] Quantification of the uncertainty arising from atomic physics in edge plasmas
    Coster, D. P.
    NUCLEAR MATERIALS AND ENERGY, 2022, 33
  • [22] PICProp: Physics-Informed Confidence Propagation for Uncertainty Quantification
    Shen, Qianli
    Tang, Wai Hoh
    Deng, Zhun
    Psaros, Apostolos
    Kawaguchi, Kenji
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 36 (NEURIPS 2023), 2023,
  • [23] Bayesian uncertainty quantification for machine-learned models in physics
    Gal, Yarin
    Koumoutsakos, Petros
    Lanusse, Francois
    Louppe, Gilles
    Papadimitriou, Costas
    NATURE REVIEWS PHYSICS, 2022, 4 (09) : 573 - 577
  • [24] Physics-guided mixture density networks for uncertainty quantification
    Chen, Jie
    Yu, Yang
    Liu, Yongming
    RELIABILITY ENGINEERING & SYSTEM SAFETY, 2022, 228
  • [25] Adversarial uncertainty quantification in physics-informed neural networks
    Yang, Yibo
    Perdikaris, Paris
    JOURNAL OF COMPUTATIONAL PHYSICS, 2019, 394 : 136 - 152
  • [26] Study on Probability Distribution of Input Nuclear Data in Random Sampling Method for Uncertainty Quantification Calculation of Reactor Physics Parameters
    Kimura, Ryotaro
    Go Chiba
    28TH INTERNATIONAL CONFERENCE NUCLEAR ENERGY FOR NEW EUROPE (NENE 2019), 2019,
  • [27] Uncertainty quantification and propagation in nuclear density functional theory
    Schunck, N.
    McDonnell, J. D.
    Higdon, D.
    Sarich, J.
    Wild, S. M.
    EUROPEAN PHYSICAL JOURNAL A, 2015, 51 (12): : 1 - 14
  • [28] Evaluation of sampling methods for nuclear data uncertainty quantification
    Zou, Xiaoyang
    Wan, Chenghui
    Cao, Liangzhi
    ANNALS OF NUCLEAR ENERGY, 2024, 200
  • [29] Nuclear data uncertainty quantification analysis at Studsvik Scandpower
    Hykes, J.
    Simeonov, T.
    Ferrer, R.
    Jonsson, C.
    Wemple, C.
    Eronen, V. -p.
    Ranta, T.
    Ranta-aho, A.
    Hynonen, V.
    Kumpula, J.
    Huttunen, J.
    ANNALS OF NUCLEAR ENERGY, 2024, 208
  • [30] Uncertainty-quantification-enabled inversion of nuclear responses
    Raghavan, Krishnan
    Lovato, Alessandro
    PHYSICAL REVIEW C, 2024, 110 (02)