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Model Selection Among Physics-Based Models
14 references·0 citing·37 second hop
Model Selection Among Physics-Based Models (2013)Model Selection Among Physics-Based ModelsToward a Better Understanding of Model Validation Metrics (2011)Toward a Better Understanding…Model validation under epistemic uncertainty (2011)Model validation under episte…ERROR AND UNCERTAINTY QUANTIFICATION AND SENSITIVITY ANALYSIS IN MECHANICS COMPUTATIONAL MODELS (2011)ERROR AND UNCERTAINTY QUANTIF…Verification and Validation in Scientific Computing (2010)Verification and Validation i…Model Selection Under Limited Information Using a Value-of-Information-Based Indicator (2010)Model Selection Under Limited…Uncertainty analysis for computer simulations through validation and calibration (2008)Uncertainty analysis for comp…Computational methods for model reliability assessment (2007)Computational methods for mod…Validation of models with multivariate output (2006)Validation of models with mul…Validation and error estimation of computational models (2006)Validation and error estimati…Measures of agreement between computation and experiment: Validation metrics (2006)Measures of agreement between…A Methodology for Model Selection in Engineering Design (2005)A Methodology for Model Selec…Statistical Validation of Engineering and Scientific Models: Validation Experiments to Application (2003)Statistical Validation of Eng…Verification and Validation in Computational Science and Engineering (1998)Verification and Validation i…Design and Analysis of Computer Experiments (1989)Design and Analysis of Comput…STATISTICS FOR SPATIAL DATA (1992)Statistics for Spatial Data. (1993)Geostatistics: Modeling Spatial Uncertainty (2000)Analytical uncertainty quantification for modal frequencies with structural parameter uncertainty using a Gaussian process metamodel (2014)A novel method to use fuzzy soft sets in decision making based on ambiguity measure and Dempster–Shafer theory of evidence: An application in medical diagnosis (2016)The Maximum Deng Entropy (2019)The Proof and Measurement of Association between Two Things (1904)The earth is round (p < .05). (1994)Practical Significance: A Concept Whose Time Has Come (1996)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)Simulation and the Monte Carlo Method (2007)Quantitative model validation techniques: New insights (2012)Simulation and the Monte Carlo Method (2016)An Introduction to Error Analysis (1982)An Introduction to Error Analysis: The Study of Uncertainties in Physical Measurements (1998)Model validation and predictive capability for the thermal challenge problem (2007)A better understanding of model updating strategies in validating engineering models (2008)Probability, reliability and statistical methods in engineering design (1999)Probability, Reliability and Statistical Methods in Engineering Design (2001)Verification, validation, and predictive capability in computational engineering and physics (2004)Stochastic Finite Elements: A Spectral Approach (1991)A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (2000)Quantification of margins and uncertainties of complex systems in the presence of aleatoric and epistemic uncertainty (2011)Test Resource Allocation in Hierarchical Systems Using Bayesian Networks (2013)A comprehensive framework for verification, validation, and uncertainty quantification in scientific computing (2011)Imprecise probabilities in engineering analyses (2013)Combustion kinetic model uncertainty quantification, propagation and minimization (2014)Multivariate significance testing and model calibration under uncertainty (2007)A new method to determine basic probability assignment from training data (2013)Separation of aleatory and epistemic uncertainty in probabilistic model validation (2015)Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems (2003)Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index (2009)Taking the Human Out of the Loop: A Review of Bayesian Optimization (2015)Galerkin Finite Element Approximations of Stochastic Elliptic Partial Differential Equations (2004)Survey of sampling-based methods for uncertainty and sensitivity analysis (2006)
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References

  • 1989Design and Analysis of Computer Experiments6,958 cited
  • 1998Verification and Validation in Computational Science and Engineering2,153 cited
  • 2010Verification and Validation in Scientific Computing1,551 cited
  • 2006Measures of agreement between computation and experiment: Validation metrics494 cited
  • 2011Toward a Better Understanding of Model Validation Metrics175 cited
  • 2006Validation and error estimation of computational models162 cited
  • 2007Computational methods for model reliability assessment136 cited
  • 2011Model validation under epistemic uncertainty95 cited
  • 2008Uncertainty analysis for computer simulations through validation and calibration83 cited
  • 2006Validation of models with multivariate output78 cited
  • 2011ERROR AND UNCERTAINTY QUANTIFICATION AND SENSITIVITY ANALYSIS IN MECHANICS COMPUTATIONAL MODELS76 cited
  • 2003Statistical Validation of Engineering and Scientific Models: Validation Experiments to Application72 cited
  • 2005A Methodology for Model Selection in Engineering Design50 cited
  • 2010Model Selection Under Limited Information Using a Value-of-Information-Based Indicator17 cited

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