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ArticleA Bayesian calibration approach to the thermal problem

Dave Higdon2008

Article2008

A Bayesian calibration approach to the thermal problem

Dave Higdon · Charles Nakhleh · James Gattiker · Brian J. Williams

132 citations·0/0 files stored·Computer Methods in Applied Mechanics and Engineering

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Probabilistic and Robust Engineering Design Statistical Methods and Bayesian Inference Gaussian Processes and Bayesian Inference

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References

1989Design and Analysis of Computer Experiments 2003The Design and Analysis of Computer Experiments 2004Probabilistic Sensitivity Analysis of Complex Models: A Bayesian Approach 2004Combining Field Data and Computer Simulations for Calibration and Prediction

Cited by

2019Review of statistical model calibration and validation—from the perspective of uncertainty structures 2020A sequential calibration and validation framework for model uncertainty quantification and reduction 2010A hierarchical framework for statistical model calibration in engineering product development 2021Uncertainty quantification for Multiphase-CFD simulations of bubbly flows: a machine learning-based Bayesian approach supported by high-resolution experiments 2009A multi-resolution, non-parametric, Bayesian framework for identification of spatially-varying model parameters 2019Uncertainty quantification of two-phase flow and boiling heat transfer simulations through a data-driven modular Bayesian approach 2010Defining predictive maturity for validated numerical simulations 2017Time-dependent concurrent reliability-based design optimization integrating experiment-based model validation

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Details

Year2008

Typearticle

Published2008-01-07

VenueComputer Methods in Applied Mechanics and Engineering

ISSN-L0045-7825

Languageen

Citations132

Files0 public / 0

ShelfProbabilistic and Robust Engineering Design

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doi10.1016/j.cma.2007.05.031

openalex_workW2051979767

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