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Separation of aleatory and epistemic uncertainty in probabilistic model validation

  • Published:2016-03 Issue: Volume:147 Page:49-59
  • ISSN:0951-8320
  • Container-title:Reliability Engineering & System Safety
  • language:en
  • Short-container-title:Reliability Engineering & System Safety

Author:

Mullins Joshua,Ling You,Mahadevan Sankaran,Sun Lin,Strachan Alejandro

Funder

U.S. Department of Energy [National Nuclear Security Administration]

Publisher

Elsevier BV

Subject

Industrial and Manufacturing Engineering,Safety, Risk, Reliability and Quality

Reference45 articles.

1. Bayesian calibration of computer models;Kennedy;J R Stat Soc: Ser B (Stat Methodol),2001

2. Combining field data and computer simulations for calibration and prediction;Higdon;SIAM J Sci Comput,2005

3. Calibration, validation, and sensitivity analysis;Trucano;Reliab Eng Syst Saf,2006

4. Quantification of model uncertainty;Arendt;J Mech Des,2012

5. Reappraisal of hypothesis testing for method validation;Hartmann;Anal Chem,1995

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