Bayesian calibration and fitting of nuclear thermal–hydraulic models by Markov chain Monte Carlo methods using the Gibbs sampler

Author:

Muñoz-Cobo José L.,Berna-Escriche César,Blanco DavidORCID

Funder

U.S. Nuclear Regulatory Commission

Consejo de Seguridad Nuclear

Publisher

Elsevier BV

Subject

Nuclear Energy and Engineering

Reference35 articles.

1. Inverse Uncertainty Quantification using the Modular Bayesian Approach based on Gaussian Process, Part 1: Theory;Wu;Nucl. Eng. Des.,2018

2. Baccou, J., Bestion, D., Couplet, M., Damblin, G., Fillion, P., Fouet, F., Freixa, J., Looss, B., Mendizábal, R., Oh, D., Petruzzi, A., Probst, P., Reventos, F., Skorek, T., Takeda, T., Zhang, J., 2018, SAPIUM: A systematic approach for input uncertainty quantification. Published in Proceeding on International Conference BEPU-2018, May 13-18, Lucca (Italy).

3. Bajorek, S.M., Bernard, M., Gingrich, C., Hoxie, C.L., Ireland, A., Kelly, J., Mahaffy, J., Murray, C., Spore, J., Staudenmeier, J., Thurgood, M, Tien, K, and Whitman, J., Development, Validation, and Assessment of the TRACE Thermal-Hydraulic System Code, NURETH-16, Chicago, IL, August 30-September 4, 2015.

4. Bajorek, S.M., Gavrilas, M., Gingrich, C., Han, J., Hogan, K., Kelly, J., Krotiuk, W., Lauben, N., 2019. TRACE V5.0 TRAC/RELAP Advanced Computational Engine Code V5 Theory manual, NUREG/BRNRC development group code, 2019, TRACE V5.0 TRAC/RELAP Advanced Computational Engine Code V5 Theory manual, NUREG/BR.

5. Introduction to Multicanonical Monte Carlo Simulations;Berg;Fields Inst. Commun.,2000

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