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On Stochastic Model Interpolation and Extrapolation Methods for Vehicle Design
16 references·2 citing·45 second hop
On Stochastic Model Interpolation and Extrapolation Methods for Vehicle Design (2013)On Stochastic Model Interpolation and Ext…Reliability-Based Design Optimization with Model Bias and Data Uncertainty (2013)Reliability-Based Design Opti…Improving Identifiability in Model Calibration Using Multiple Responses (2012)Improving Identifiability in …Concurrent treatment of parametric uncertainty and metamodeling uncertainty in robust design (2012)Concurrent treatment of param…An adaptive response surface method for crashworthiness optimization (2012)An adaptive response surface …A Bayesian Inference based Model Interpolation and Extrapolation (2012)A Bayesian Inference based Mo…Toward a Better Understanding of Model Validation Metrics (2011)Toward a Better Understanding…An Enhanced Bayesian Based Model Validation Method for Dynamic Systems (2011)An Enhanced Bayesian Based Mo…Verification and Validation in Scientific Computing (2010)Verification and Validation i…Validating Designs Through Sequential Simulation-Based Optimization (2010)Validating Designs Through Se…Bayesian Probabilistic PCA Approach for Model Validation of Dynamic Systems (2009)Bayesian Probabilistic PCA Ap…Model validation and predictive capability for the thermal challenge problem (2007)Model validation and predicti…Model Predictive Capability Assessment Under Uncertainty (2006)Model Predictive Capability A…Measures of agreement between computation and experiment: Validation metrics (2006)Measures of agreement between…Model Validation via Uncertainty Propagation and Data Transformations (2004)Model Validation via Uncertai…An exploration of alternative approaches to the representation of uncertainty in model predictions (2004)An exploration of alternative…An exploration of alternative approaches to the representation of uncertainty in model predictions (2004)An exploration of alternative…Enhanced similarity-based metamodel updating strategy for reliability-based design optimization (2016)Enhanced similarity-based met…Reliability Analysis With Model Uncertainty Coupling With Parameter and Experiment Uncertainties: A Case Studyof 2014 Verification and Validation Challenge Problem (2015)Reliability Analysis With Mod…A Procedure for Robust Design: Minimizing Variations Caused by Noise Factors and Control Factors (1996)An efficient algorithm for constructing optimal design of computer experiments (2004)Kriging metamodeling in simulation: A review (2007)A recommendation system for meta-modeling: A meta-learning based approach (2015)A robust optimization approach based on multi-fidelity metamodel (2017)Epistemic uncertainty-based reliability analysis for engineering system with hybrid evidence and fuzzy variables (2019)Design and Analysis of Computer Experiments (1989)Combining Field Data and Computer Simulations for Calibration and Prediction (2004)A Framework for Validation of Computer Models (2007)Time-dependent concurrent reliability-based design optimization integrating experiment-based model validation (2017)Model-Based Reliability Analysis With Both Model Uncertainty and Parameter Uncertainty (2018)Statistical model calibration and design optimization under aleatory and epistemic uncertainty (2022)Response Surface Methodology: Process and Product Optimization Using Designed Experiments (1996)A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (2000)A Design-Driven Validation Approach Using Bayesian Prediction Models (2007)Validation of imprecise probability models (2009)Review of statistical model calibration and validation—from the perspective of uncertainty structures (2019)STATISTICS FOR SPATIAL DATA (1992)Statistics for Spatial Data. 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this work references cited by second hop

References

  • 2010Verification and Validation in Scientific Computing1,551 cited
  • 2006Measures of agreement between computation and experiment: Validation metrics494 cited
  • 2004An exploration of alternative approaches to the representation of uncertainty in model predictions362 cited
  • 2007Model validation and predictive capability for the thermal challenge problem322 cited
  • 2004An exploration of alternative approaches to the representation of uncertainty in model predictions284 cited
  • 2011Toward a Better Understanding of Model Validation Metrics175 cited
  • 2012Improving Identifiability in Model Calibration Using Multiple Responses136 cited
  • 2004Model Validation via Uncertainty Propagation and Data Transformations112 cited
  • 2013Reliability-Based Design Optimization with Model Bias and Data Uncertainty75 cited
  • 2012Concurrent treatment of parametric uncertainty and metamodeling uncertainty in robust design73 cited
  • 2006Model Predictive Capability Assessment Under Uncertainty72 cited
  • 2012An adaptive response surface method for crashworthiness optimization46 cited
  • 2011An Enhanced Bayesian Based Model Validation Method for Dynamic Systems34 cited
  • 2009Bayesian Probabilistic PCA Approach for Model Validation of Dynamic Systems32 cited

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2012
A Bayesian Inference based Model Interpolation and Extrapolation
31 cited
  • 2010Validating Designs Through Sequential Simulation-Based Optimization26 cited
  • Cited by

    • 2015Reliability Analysis With Model Uncertainty Coupling With Parameter and Experiment Uncertainties: A Case Studyof 2014 Verification and Validation Challenge Problem13 cited
    • 2016Enhanced similarity-based metamodel updating strategy for reliability-based design optimization13 cited