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Validating Dynamic Engineering Models Under Uncertainty
16 references·1 citing·36 second hop
Validating Dynamic Engineering Models Under Uncertainty (2016)Validating Dynamic Engineering Models Und…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…Comparing Time Histories for Validation of Simulation Models: Error Measures and Metrics (2010)Comparing Time Histories for …Validation of imprecise probability models (2009)Validation of imprecise proba…Guide for Verification and Validation in Computational Solid Mechanics (2009)Guide for Verification and Va…Model validation and predictive capability for the thermal challenge problem (2007)Model validation and predicti…Computational methods for model reliability assessment (2007)Computational methods for mod…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…Simulation of strongly non-Gaussian processes using Karhunen–Loeve expansion (2005)Simulation of strongly non-Ga…Verification, validation, and predictive capability in computational engineering and physics (2004)Verification, validation, and…Model Validation via Uncertainty Propagation and Data Transformations (2004)Model Validation via Uncertai…Concepts of Model Verification and Validation (2004)Concepts of Model Verificatio…Simulation of second-order processes using Karhunen–Loeve expansion (2002)Simulation of second-order pr…Convergence study of the truncated Karhunen–Loeve expansion for simulation of stochastic processes (2001)Convergence study of the trun…Statistical Validation of Engineering and Scientific Models: Background (1999)Statistical Validation of Eng…Deep Learning-Based Multifidelity Surrogate Modeling for High-Dimensional Reliability Prediction (2024)Deep Learning-Based Multifide…Experimentation and Uncertainty Analysis for Engineers (1991)Verification and Validation in Computational Science and Engineering (1998)uBPMN: A BPMN extension for modeling ubiquitous business processes (2016)Operationalizing a concept: The systematic review of composite indicator building for measuring community disaster resilience (2017)Use of the AHP methodology in system dynamics: Modelling and simulation for health technology assessments to determine the correct prosthesis choice for hernia diseases (2018)Simulation and the Monte Carlo Method (2007)Quantitative model validation techniques: New insights (2012)Integration of model verification, validation, and calibration for uncertainty quantification in engineering systems (2015)Simulation and the Monte Carlo Method (2016)Digital Generation of Non‐Gaussian Stochastic Fields (1988)Simulation of Stochastic Processes by Spectral Representation (1991)Simulation of simply cross correlated random fields by series expansion methods (2007)Modified linear estimation method for generating multi-dimensional multi-variate Gaussian field in modelling material properties (2014)Principal component analysis and polynomial chaos expansion for time-variant reliability problems (2017)Simulation of Stationary Non-Gaussian Translation Processes (1998)Implementation of Karhunen–Loeve expansion for simulation using a wavelet-Galerkin scheme (2002)Life-cycle reliability-based optimization of civil and aerospace structures (2003)An Introduction to Error Analysis (1982)An Introduction to Error Analysis: The Study of Uncertainties in Physical Measurements (1998)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)Review of statistical model calibration and validation—from the perspective of uncertainty structures (2019)Simulation Modeling and Analysis. (1983)Geostatistics: Modeling Spatial Uncertainty (2000)Solving elliptic boundary value problems with uncertain coefficients by the finite element method: the stochastic formulation (2004)Calibration, validation, and sensitivity analysis: What's what (2006)Structural Reliability Analysis and Prediction (2017)Random Fields: Analysis and Synthesis (1983)Stochastic Finite Elements: A Spectral Approach (1991)Numerical methods for the discretization of random fields by means of the Karhunen–Loève expansion (2014)Random function based spectral representation of stationary and non-stationary stochastic processes (2016)The American society of mechanical engineers (1902)CHAPMAN AND HALL (1985)Empirical Model Building and Response Surfaces (1988)A Bayesian approach for quantification of model uncertainty (2010)
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References

  • 2004Verification, validation, and predictive capability in computational engineering and physics721 cited
  • 2006Measures of agreement between computation and experiment: Validation metrics494 cited
  • 2001Convergence study of the truncated Karhunen–Loeve expansion for simulation of stochastic processes466 cited
  • 2009Guide for Verification and Validation in Computational Solid Mechanics390 cited
  • 2007Model validation and predictive capability for the thermal challenge problem322 cited
  • 2004Concepts of Model Verification and Validation273 cited
  • 2002Simulation of second-order processes using Karhunen–Loeve expansion269 cited
  • 2005Simulation of strongly non-Gaussian processes using Karhunen–Loeve expansion259 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
  • 2004Model Validation via Uncertainty Propagation and Data Transformations112 cited
  • 2009Validation of imprecise probability models107 cited
  • 2010Comparing Time Histories for Validation of Simulation Models: Error Measures and Metrics107 cited
  • 1999Statistical Validation of Engineering and Scientific Models: Background

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102 cited
  • 2011An Enhanced Bayesian Based Model Validation Method for Dynamic Systems34 cited
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    • 2024Deep Learning-Based Multifidelity Surrogate Modeling for High-Dimensional Reliability Prediction11 cited