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Using Expected Information Gain to Design Aerothermal Model Calibration Experiments
8 references·0 citing·32 second hop
Using Expected Information Gain to Design Aerothermal Model Calibration Experiments (2015)Using Expected Information Gain to Design…Bayesian Calibration of Aerothermal Models for Hypersonic Air Vehicles (2013)Bayesian Calibration of Aerot…Simulation-based optimal Bayesian experimental design for nonlinear systems (2012)Simulation-based optimal Baye…ERROR AND UNCERTAINTY QUANTIFICATION AND SENSITIVITY ANALYSIS IN MECHANICS COMPUTATIONAL MODELS (2011)ERROR AND UNCERTAINTY QUANTIF…Estimating Expected Information Gains for Experimental Designs With Application to the Random Fatigue-Limit Model (2003)Estimating Expected Informati…Probability, Reliability and Statistical Methods in Engineering Design (2001)Probability, Reliability and …Maximum Entropy Sampling and Optimal Bayesian Experimental Design (2000)Maximum Entropy Sampling and …Probability, reliability and statistical methods in engineering design (1999)Probability, reliability and …On a Measure of the Information Provided by an Experiment (1956)On a Measure of the Informati…A Simple Bayesian Modification of D -Optimal Designs to Reduce Dependence on an Assumed Model (1994)Bayesian Experimental Design: A Review (1995)Fast estimation of expected information gains for Bayesian experimental designs based on Laplace approximations (2013)GRADIENT-BASED STOCHASTIC OPTIMIZATION METHODS IN BAYESIAN EXPERIMENTAL DESIGN (2014)Modern Bayesian Experimental Design (2024)Stochastic Finite Elements: A Spectral Approach (1991)Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates (2001)Global Sensitivity Analysis. The Primer (2007)Analytical uncertainty quantification for modal frequencies with structural parameter uncertainty using a Gaussian process metamodel (2014)Performance evaluation of a manufacturing process under uncertainty using Bayesian networks (2015)Dynamic surrogate modeling approach for probabilistic creep-fatigue life evaluation of turbine disks (2019)Multivariate stochastic approximation using a simultaneous perturbation gradient approximation (1992)The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations (2002)Adaptive Smolyak Pseudospectral Approximations (2013)A Review of Modern Computational Algorithms for Bayesian Optimal Design (2015)Engineering Design with Digital Thread (2018)Design and Analysis of Computer Experiments (1989)Optimal design of experiments (1993)Adaptive Design and Analysis of Supercomputer Experiments (2009)Generalized Latin Hypercube Design for Computer Experiments (2010)Optimal experimental design (2010)Global Sensitivity Analysis: The Primer by Andrea Saltelli, Marco Ratto, Terry Andres, Francesca Campolongo, Jessica Cariboni, Debora Gatelli, Michaela Saisana, Stefano Tarantola (2008)Efficient global sensitivity analysis with correlated variables (2018)BAYESIAN CALIBRATION WITH ADAPTIVE MODEL DISCREPANCY (2023)Measures of agreement between computation and experiment: Validation metrics (2006)Adaptive Designs of Experiments for Accurate Approximation of a Target Region (2010)DAKOTA : a multilevel parallel object-oriented framework for design optimization, parameter estimation, uncertainty quantification, and sensitivity analysis. Version 5.0, user's manual. (2010)Maximum entropy sampling (1987)The Stag Hunt and the Evolution of Social Structure (2003)Signals (2010)Verification, validation, and predictive capability in computational engineering and physics (2004)Efficient Global Reliability Analysis for Nonlinear Implicit Performance Functions (2008)
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References

  • 1956On a Measure of the Information Provided by an Experiment1,507 cited
  • 1999Probability, reliability and statistical methods in engineering design1,377 cited
  • 2001Probability, Reliability and Statistical Methods in Engineering Design847 cited
  • 2012Simulation-based optimal Bayesian experimental design for nonlinear systems451 cited
  • 2000Maximum Entropy Sampling and Optimal Bayesian Experimental Design243 cited
  • 2003Estimating Expected Information Gains for Experimental Designs With Application to the Random Fatigue-Limit Model169 cited
  • 2011ERROR AND UNCERTAINTY QUANTIFICATION AND SENSITIVITY ANALYSIS IN MECHANICS COMPUTATIONAL MODELS76 cited
  • 2013Bayesian Calibration of Aerothermal Models for Hypersonic Air Vehicles20 cited

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