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Bayesian Low-Fidelity Correction Approach to Multi-Fidelity Aerospace Design
6 references·1 citing·32 second hop
Bayesian Low-Fidelity Correction Approach to Multi-Fidelity Aerospace Design (2017)Bayesian Low-Fidelity Correction Approach…Gradient-based methods for uncertainty quantification in hypersonic flows (2012)Gradient-based methods for un…Quantifying Multiple Types of Uncertainty in Physics-Based Simulation Using Bayesian Model Averaging (2011)Quantifying Multiple Types of…Surrogate Modeling for Uncertainty Assessment with Application to Aviation Environmental System Models (2010)Surrogate Modeling for Uncert…A Bayesian approach for quantification of model uncertainty (2010)A Bayesian approach for quant…Bayesian Methodology for Model Uncertainty Using Model Performance Data (2008)Bayesian Methodology for Mode…Elementary Decision Theory. (1961)Elementary Decision Theory.Multifidelity Modeling Using Nondeterministic Localized Galerkin Approach (2020)Multifidelity Modeling Using …Combining forecasts: A review and annotated bibliography (1989)Combining forecasts: A review and annotated bibliography (1990)A Framework for Validation of Computer Models (2007)Selection of model discrepancy priors in Bayesian calibration (2014)Integration of model verification, validation, and calibration for uncertainty quantification in engineering systems (2015)Review of statistical model calibration and validation—from the perspective of uncertainty structures (2019)The Concept of Probability in Safety Assessments of Technological Systems (1990)Uncertainty (1990)Two methods for the structured assessment of model uncertainty by experts in performance assessments of radioactive waste repositories (1996)Quantification of model-form and predictive uncertainty for multi-physics simulation (2010)Model Uncertainty in Finite-Element Analysis: Bayesian Finite Elements (2011)A Model-Based Reliability Metric Considering Aleatory and Epistemic Uncertainty (2017)Challenge problems: uncertainty in system response given uncertain parameters (2004)Quantification of model-form and parametric uncertainty using evidence theory (2012)Static Frame Model Validation with Small Samples Solution Using Improved Kernel Density Estimation and Confidence Level Method (2012)Comparison between Distance Functions for Approximate Bayesian Computation to Perform Stochastic Model Updating and Model Validation under Limited Data (2024)The origins of kriging (1990)Use of Kriging Models to Approximate Deterministic Computer Models (2005)Classic Works of the Dempster-Shafer Theory of Belief Functions (2008)Multistep Uncertainty Quantification Approach Applied to Hypersonic Reentry Flows (2013)Enhancing sparsity of Hermite polynomial expansions by iterative rotations (2015)Uncertainty and Sensitivity Analysis of Afterbody Radiative Heating Predictions for Earth Entry (2016)Factorial Sampling Plans for Preliminary Computational Experiments (1991)A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output (1999)Global Sensitivity Analysis. The Primer (2007)Multifidelity Monte Carlo Estimation of Variance and Sensitivity Indices (2018)Uncertainty Quantification and Propagation in Computational Materials Science and Simulation-Assisted Materials Design (2020)Dynamic probabilistic risk assessment of nuclear power plants using multi-fidelity simulations (2022)Design and Analysis of Computer Experiments (1989)Efficient Global Reliability Analysis for Nonlinear Implicit Performance Functions (2008)Survey of Multifidelity Methods in Uncertainty Propagation, Inference, and Optimization (2018)Mixture axioms in linear and multilinear utility theories (1978)
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References

  • 2010A Bayesian approach for quantification of model uncertainty149 cited
  • 2008Bayesian Methodology for Model Uncertainty Using Model Performance Data96 cited
  • 2010Surrogate Modeling for Uncertainty Assessment with Application to Aviation Environmental System Models92 cited
  • 2012Gradient-based methods for uncertainty quantification in hypersonic flows63 cited
  • 2011Quantifying Multiple Types of Uncertainty in Physics-Based Simulation Using Bayesian Model Averaging46 cited
  • 1961Elementary Decision Theory.42 cited

Cited by

  • 2020Multifidelity Modeling Using Nondeterministic Localized Galerkin Approach13 cited

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