Reliability and reproducibility in computational science: implementing validation, verification and uncertainty quantification in silico

被引:12
|
作者
Coveney, Peter V. [1 ]
Groen, Derek [2 ]
Hoekstra, Alfons G. [3 ]
机构
[1] UCL, Ctr Computat Sci, Gordon St, London, England
[2] Brunel Univ London, Dept Comp Sci, London, England
[3] Univ Amsterdam, Inst Informat, Sci Pk 904, NL-1098 XH Amsterdam, Netherlands
关键词
computational science; computer science; reproducibility; validation; verification; uncertainty quantification;
D O I
10.1098/rsta.2020.0409
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
[No abstract available]
引用
收藏
页数:5
相关论文
共 50 条
  • [21] Verification, validation, and uncertainty quantification (VVUQ) in structural analysis of concrete dams
    Salamon, Jerzy W.
    Hariri-Ardebili, M. Amin
    [J]. FRONTIERS IN BUILT ENVIRONMENT, 2024, 10
  • [22] Uncertainty quantification in computational structural dynamics: A new paradigm for model validation
    Alvin, KF
    Oberkampf, WL
    Diegert, KV
    Rutherford, BM
    [J]. IMAC - PROCEEDINGS OF THE 16TH INTERNATIONAL MODAL ANALYSIS CONFERENCE, VOLS 1 AND 2, 1998, 3243 : 1191 - 1198
  • [23] Application of a Verification, Validation and Uncertainty Quantification Framework to a Turbulent Buoyant Helium Plume
    Anchal Jatale
    Philip J. Smith
    Jeremy N. Thornock
    Sean T. Smith
    Jennifer P. Spinti
    Michal Hradisky
    [J]. Flow, Turbulence and Combustion, 2015, 95 : 143 - 168
  • [24] WELCOME TO THE 2024 SYMPOSIUM ON VERIFICATION, VALIDATION, AND UNCERTAINTY QUANTIFICATION (VVUQ2024)
    Kaizer, Joshua
    [J]. Proceedings of 2024 Verification, Validation, and Uncertainty Quantification Symposium, VVUQ 2024, 2024,
  • [25] WELCOME YOU TO THE VERIFICATION, VALIDATION, AND UNCERTAINTY QUANTIFICATION SYMPOSIUM (VVUQ2023)
    Kaizer, Joshua
    [J]. Proceedings of ASME 2023 Verification, Validation, and Uncertainty Quantification Symposium, VVUQ 2023, 2023,
  • [26] Application of a Verification, Validation and Uncertainty Quantification Framework to a Turbulent Buoyant Helium Plume
    Jatale, Anchal
    Smith, Philip J.
    Thornock, Jeremy N.
    Smith, Sean T.
    Spinti, Jennifer P.
    Hradisky, Michal
    [J]. FLOW TURBULENCE AND COMBUSTION, 2015, 95 (01) : 143 - 168
  • [27] Study of industrially applied methods for verification, validation and uncertainty quantification of simulator models
    Eek, Magnus
    Kharrazi, Sogol
    Gavel, Hampus
    Olvander, Johan
    [J]. INTERNATIONAL JOURNAL OF MODELING SIMULATION AND SCIENTIFIC COMPUTING, 2015, 6 (02)
  • [28] ASME 2022 VERIFICATION, VALIDATION, AND UNCERTAINTY QUANTIFICATION SYMPOSIUM (VVUQ2022)
    Doebling, Scott W.
    [J]. Proceedings of ASME 2022 Verification, Validation, and Uncertainty Quantification Symposium, VVUQ 2022, 2022,
  • [29] Verification, Validation, and Uncertainty Quantification in Thermal Hydraulics, Freeman Scholar Lecture (2019)
    Rohatgi, Upendra S.
    [J]. JOURNAL OF FLUIDS ENGINEERING-TRANSACTIONS OF THE ASME, 2022, 144 (04):
  • [30] Experimental validation and uncertainty quantification in wave-based computational room acoustics
    Thydal, Tobias
    Pind, Finnur
    Jeong, Cheol-Ho
    Engsig-Karup, Allan P.
    [J]. APPLIED ACOUSTICS, 2021, 178