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Validating Designs Through Sequential Simulation-Based Optimization
12 references·8 citing·39 second hop
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References

  • 2004Verification, validation, and predictive capability in computational engineering and physics721 cited
  • 2007A Framework for Validation of Computer Models656 cited
  • 2006Measures of agreement between computation and experiment: Validation metrics494 cited
  • 2004Model Validation via Uncertainty Propagation and Data Transformations112 cited
  • 2007A Design-Driven Validation Approach Using Bayesian Prediction Models109 cited
  • 2003Verification, Validation, and Predictive Capability in Computational Engineering and Physics73 cited
  • 2006Model Predictive Capability Assessment Under Uncertainty72 cited
  • 2003Statistical Validation of Engineering and Scientific Models: Validation Experiments to Application72 cited
  • 2008Bayesian validation assessment of multivariate computational models49 cited
  • 2001Description of the Sandia Validation Metrics Project40 cited
  • 2009Bayesian Probabilistic PCA Approach for Model Validation of Dynamic Systems32 cited
  • 2009Bayesian inference method for model validation and confidence extrapolation28 cited

Cited by

  • 2013Model Bias Characterization in the Design Space under Uncertainty22 cited
  • 2013On Stochastic Model Interpolation and Extrapolation Methods for Vehicle Design17 cited

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  • 2012Concurrent Design Optimization and Calibration-Based Validation Using Local Domains Sized by Bootstrapping14 cited
  • 2014A Copula-Based Approach for Model Bias Characterization12 cited
  • 2012A variable-size local domain approach for increased design confidence in simulation-based optimization12 cited
  • 2014A Stochastic Bias Corrected Response Surface Method and its Application to Reliability-Based Design Optimization10 cited
  • 2012Towards a comprehensive framework for simulation-based design validation of vehicle systems9 cited
  • 2014A Research on the Body-in-White (BIW) Weight Reduction at the Conceptual Design Phase9 cited