Concepedia

Bayesian calibration with summary statistics for the prediction of xenon diffusion in UO2 nuclear fuel

Pieterjan Robbe, David Andersson, Luc Bonnet, Tiernan Casey, M. Cooper, Christopher Matthews, Khachik Sargsyan, Habib N. Najm

Computational Materials Science · 2023 · 16 citations · 50 references

Concepts

ComputingNuclear EngineeringBayesian Data AnalysisNuclear PhysicsUncertainty QuantificationBayesian CalibrationBayesian InferenceBayesian StatisticsMarkov Chain Monte CarloMonte Carlo MethodsMonte Carlo SimulationBayesian Model CalibrationParameter Estimation In Reactor ModelsReaction - Diffusion ModelingSummary StatisticsSummary Statistics Selection

References

50

Equation of State Calculations by Fast Computing Machines

N. Metropolis, Arianna W. Rosenbluth, M. N. Rosenbluth et al. · The Journal of Chemical Physics · 1953 · 37.1K citations

Computing, Computer Engineering, Computer Science +9

Information Theory and Statistical Mechanics

E. T. Jaynes · Physical Review · 1957 · 12.9K citations

Natural Sciences, Physics, Information Theory +9

On the limited memory BFGS method for large scale optimization

Jorge Nocedal · Mathematical Programming · 1989 · 8.5K citations

Computing, Computer Engineering, Computer Science +12

Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates

I. M. Sobol · Mathematics and Computers in Simulation · 2001 · 6.1K citations

Business, Biostatistics, Mathematics +15

Information Theory and Statistical Mechanics. II

E. T. Jaynes · Physical Review · 1957 · 3.2K citations

Natural Sciences, Physics, Information Theory +16