4.7 Review

Review of statistical model calibration and validation-from the perspective of uncertainty structures

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Engineering, Mechanical

Model Discrepancy Quantification in Simulation-Based Design of Dynamical Systems

Zhen Hu et al.

JOURNAL OF MECHANICAL DESIGN (2019)

Article Computer Science, Interdisciplinary Applications

Uncertainty characterization under measurement errors using maximum likelihood estimation: cantilever beam end-to-end UQ test problem

Taejin Kim et al.

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2019)

Article Computer Science, Interdisciplinary Applications

Special issue: a comprehensive study on enhanced optimization-based model calibration using gradient information

Guesuk Lee et al.

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2018)

Article Computer Science, Interdisciplinary Applications

Confidence-based reliability assessment considering limited numbers of both input and output test data

Min-Yeong Moon et al.

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2018)

Article Computer Science, Interdisciplinary Applications

Remarks on multi-fidelity surrogates

Chanyoung Park et al.

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2017)

Article Engineering, Mechanical

Reliability-Based Design Optimization Using Confidence-Based Model Validation for Insufficient Experimental Data

Min-Yeong Moon et al.

JOURNAL OF MECHANICAL DESIGN (2017)

Article Computer Science, Interdisciplinary Applications

Hierarchical model calibration for designing piezoelectric energy harvester in the presence of variability in material properties and geometry

Byung C. Jung et al.

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2016)

Review Computer Science, Interdisciplinary Applications

Sensitivity analysis of environmental models: A systematic review with practical workflow

Francesca Pianosi et al.

ENVIRONMENTAL MODELLING & SOFTWARE (2016)

Article Engineering, Mechanical

CoSi: Correlation of signals-A new measure to assess the correlation of history response curves

Robert Murmann et al.

MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2016)

Article Engineering, Mechanical

Framework for sensitivity and uncertainty quantification in the flutter assessment of bridges

Tajammal Abbas et al.

PROBABILISTIC ENGINEERING MECHANICS (2016)

Article Engineering, Industrial

Role of calibration, validation, and relevance in multi-level uncertainty integration

Chenzhao Li et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2016)

Article Engineering, Industrial

The generalization of Latin hypercube sampling

Michael D. Shields et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2016)

Article Engineering, Industrial

Probabilistic Physics of Failure-based framework for fatigue life prediction of aircraft gas turbine discs under uncertainty

Shun-Peng Zhu et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2016)

Article Engineering, Industrial

Separation of aleatory and epistemic uncertainty in probabilistic model validation

Joshua Mullins et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2016)

Article Computer Science, Interdisciplinary Applications

A systematic approach for model refinement considering blind and recognized uncertainties in engineered product development

Hyunseok Oh et al.

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2016)

Article Computer Science, Interdisciplinary Applications

Model uncertainty approximation using a copula-based approach for reliability based design optimization

Hao Pan et al.

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2016)

Article Engineering, Multidisciplinary

Stochastic reduced order models for inverse problems under uncertainty

James E. Warner et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2015)

Article Engineering, Multidisciplinary

Validating predictions of unobserved quantities

Todd A. Oliver et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2015)

Review Computer Science, Interdisciplinary Applications

An overview of methods to evaluate uncertainty of deterministic models in decision support

Laura Uusitalo et al.

ENVIRONMENTAL MODELLING & SOFTWARE (2015)

Article Computer Science, Interdisciplinary Applications

A new surrogate modeling technique combining Kriging and polynomial chaos expansions - Application to uncertainty analysis in computational dosimetry

Pierric Kersaudy et al.

JOURNAL OF COMPUTATIONAL PHYSICS (2015)

Article Engineering, Mechanical

A Monte Carlo simulation based inverse propagation method for stochastic model updating

Nuo Bao et al.

MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2015)

Article Engineering, Industrial

Quantification of margins and mixed uncertainties using evidence theory and stochastic expansions

Harsheel Shah et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2015)

Article Engineering, Industrial

Refined Stratified Sampling for efficient Monte Carlo based uncertainty quantification

Michael D. Shields et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2015)

Article Engineering, Industrial

Integration of model verification, validation, and calibration for uncertainty quantification in engineering systems

Shankar Sankararaman et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2015)

Review Engineering, Industrial

Variable importance analysis: A comprehensive review

Pengfei Wei et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2015)

Article Computer Science, Interdisciplinary Applications

The effect of ignoring dependence between failure modes on evaluating system reliability

Chanyoung Park et al.

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2015)

Review Computer Science, Interdisciplinary Applications

A survey on handling computationally expensive multiobjective optimization problems using surrogates: non-nature inspired methods

Mohammad Tabatabaei et al.

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2015)

Article Transportation Science & Technology

Dealing with uncertainty in detailed calibration of traffic simulation models for safety assessment

Carlos Lima Azevedo et al.

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2015)

Article Engineering, Mechanical

Stochastic Multidisciplinary Analysis Under Epistemic Uncertainty

Chen Liang et al.

JOURNAL OF MECHANICAL DESIGN (2015)

Article Materials Science, Multidisciplinary

A Resource Allocation Framework for Experiment-Based Validation of Numerical Models

S. Atamturktur et al.

MECHANICS OF ADVANCED MATERIALS AND STRUCTURES (2015)

Article Computer Science, Interdisciplinary Applications

A framework of model validation and virtual product qualification with limited experimental data based on statistical inference

Byung C. Jung et al.

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2015)

Article Transportation Science & Technology

Validation Metric for Dynamic System Responses under Uncertainty

Zhimin Xi et al.

SAE INTERNATIONAL JOURNAL OF MATERIALS AND MANUFACTURING (2015)

Article Engineering, Aerospace

Metamodeling in Multidisciplinary Design Optimization: How Far Have We Really Come?

Felipe A. C. Viana et al.

AIAA JOURNAL (2014)

Article Biophysics

Quantifying uncertainties in the microvascular transport of nanoparticles

Tae-Rin Lee et al.

BIOMECHANICS AND MODELING IN MECHANOBIOLOGY (2014)

Article Construction & Building Technology

Uncertainty analysis of the computer model in building performance simulation

Arthur Santos Silva et al.

ENERGY AND BUILDINGS (2014)

Article Computer Science, Interdisciplinary Applications

A comprehensive evaluation of various sensitivity analysis methods: A case study with a hydrological model

Yanjun Gan et al.

ENVIRONMENTAL MODELLING & SOFTWARE (2014)

Article Computer Science, Interdisciplinary Applications

A General Probabilistic Framework for uncertainty and global sensitivity analysis of deterministic models: A hydrological case study

G. Baroni et al.

ENVIRONMENTAL MODELLING & SOFTWARE (2014)

Article Management

Multivariate versus univariate Kriging metamodels for multi-response simulation models

Jack P. C. Kleijnen et al.

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (2014)

Article Engineering, Environmental

Vehicle-soil interaction: Testing, modeling, calibration and validation

Jonah H. Lee et al.

JOURNAL OF TERRAMECHANICS (2014)

Article Engineering, Industrial

The concept of validation of numerical models for consequence analysis

Audun Borg et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2014)

Article Engineering, Industrial

A Bayesian statistical method for quantifying model form uncertainty and two model combination methods

Inseok Park et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2014)

Article Engineering, Industrial

Mapping model validation metrics to subject matter expert scores for model adequacy assessment

Kirubel Teferra et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2014)

Article Engineering, Industrial

An effective approximation for variance-based global sensitivity analysis

Xufang Zhang et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2014)

Article Engineering, Industrial

New validation metrics for models with multiple correlated responses

Wei Li et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2014)

Article Computer Science, Interdisciplinary Applications

On the calibration of simplified vehicle crash models

Johannes Fender et al.

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2014)

Article Computer Science, Interdisciplinary Applications

An efficient variable screening method for effective surrogate models for reliability-based design optimization

Hyunkyoo Cho et al.

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2014)

Article Engineering, Mechanical

Validation of vehicle dynamics simulation models - a review

Emir Kutluay et al.

VEHICLE SYSTEM DYNAMICS (2014)

Article Engineering, Aerospace

Test Resource Allocation in Hierarchical Systems Using Bayesian Networks

Shankar Sankararaman et al.

AIAA JOURNAL (2013)

Article Engineering, Multidisciplinary

An efficient statistically equivalent reduced method on stochastic model updating

Q. Rui et al.

APPLIED MATHEMATICAL MODELLING (2013)

Article Engineering, Multidisciplinary

Virtual model validation of complex multiscale systems: Applications to nonlinear elastostatics

J. Tinsley Oden et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2013)

Article Management

Global sensitivity measures from given data

Elmar Plischke et al.

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (2013)

Article Automation & Control Systems

Calibration of Stochastic Computer Models Using Stochastic Approximation Methods

Jun Yuan et al.

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING (2013)

Article Engineering, Mechanical

Towards a comprehensive framework for simulation-based design validation of vehicle systems

M. Kokkolaras et al.

INTERNATIONAL JOURNAL OF VEHICLE DESIGN (2013)

Article Computer Science, Interdisciplinary Applications

Error and Uncertainty Analysis of Inexact and Imprecise Computer Models

Ismail Farajpour et al.

JOURNAL OF COMPUTING IN CIVIL ENGINEERING (2013)

Article Computer Science, Interdisciplinary Applications

An investigation of Bayesian inference approach to model validation with non-normal data

Xiaomo Jiang et al.

JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION (2013)

Article Engineering, Mechanical

A new adaptive response surface method for reliability analysis

N. Roussouly et al.

PROBABILISTIC ENGINEERING MECHANICS (2013)

Article Engineering, Mechanical

Metamodel-based importance sampling for structural reliability analysis

V. Dubourg et al.

PROBABILISTIC ENGINEERING MECHANICS (2013)

Article Engineering, Mechanical

Material model uncertainty quantification using evidence theory

S. Salehghaffari et al.

PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE (2013)

Article Engineering, Industrial

Separating the contributions of variability and parameter uncertainty in probability distributions

S. Sankararaman et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2013)

Article Engineering, Industrial

Quantitative model validation techniques: New insights

You Ling et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2013)

Article Computer Science, Interdisciplinary Applications

Concurrent treatment of parametric uncertainty and metamodeling uncertainty in robust design

Siliang Zhang et al.

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2013)

Article Computer Science, Interdisciplinary Applications

Verification and validation of simulation models

R. G. Sargent

JOURNAL OF SIMULATION (2013)

Article Engineering, Multidisciplinary

FRAMEWORK FOR CONVERGENCE AND VALIDATION OF STOCHASTIC UNCERTAINTY QUANTIFICATION AND RELATIONSHIP TO DETERMINISTIC VERIFICATION AND VALIDATION

S. Maysam Mousaviraad et al.

INTERNATIONAL JOURNAL FOR UNCERTAINTY QUANTIFICATION (2013)

Article Computer Science, Interdisciplinary Applications

Development of a programme for the quantitative comparison of a pair of curves

M. Mongiardini et al.

INTERNATIONAL JOURNAL OF COMPUTER APPLICATIONS IN TECHNOLOGY (2013)

Article Transportation Science & Technology

Reliability-Based Design Optimization with Model Bias and Data Uncertainty

Zhen Jiang et al.

SAE INTERNATIONAL JOURNAL OF MATERIALS AND MANUFACTURING (2013)

Review Engineering, Electrical & Electronic

Measurement Uncertainty: Literature Review and Research Trends

Pedro da Silva Hack et al.

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (2012)

Article Meteorology & Atmospheric Sciences

A refined index of model performance

Cort J. Willmott et al.

INTERNATIONAL JOURNAL OF CLIMATOLOGY (2012)

Article Engineering, Mechanical

Quantification of Model Uncertainty: Calibration, Model Discrepancy, and Identifiability

Paul D. Arendt et al.

JOURNAL OF MECHANICAL DESIGN (2012)

Article Engineering, Mechanical

Improving Identifiability in Model Calibration Using Multiple Responses

Paul D. Arendt et al.

JOURNAL OF MECHANICAL DESIGN (2012)

Article Engineering, Mechanical

Bayesian Based Multivariate Model Validation Method Under Uncertainty for Dynamic Systems

Zhenfei Zhan et al.

JOURNAL OF MECHANICAL DESIGN (2012)

Article Computer Science, Interdisciplinary Applications

Validation metric based on relative error

Cor-Jacques Kat et al.

MATHEMATICAL AND COMPUTER MODELLING OF DYNAMICAL SYSTEMS (2012)

Article Engineering, Industrial

Data-driven uncertainty quantification using the arbitrary polynomial chaos expansion

S. Oladyshkin et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2012)

Article Engineering, Industrial

Variance-based sensitivity indices for models with dependent inputs

Thierry A. Mara et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2012)

Article Computer Science, Interdisciplinary Applications

A method for selecting surrogate models in crashworthiness optimization

Lei Shi et al.

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2012)

Article Engineering, Multidisciplinary

Multivariate error assessment of response time histories method for dynamic systems

Zhen-fei Zhan et al.

JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE A (2012)

Article Engineering, Multidisciplinary

A hierarchical framework for statistical model calibration in engineering product development

Byeng D. Youn et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2011)

Article Engineering, Multidisciplinary

A comprehensive framework for verification, validation, and uncertainty quantification in scientific computing

Christopher J. Roy et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2011)

Article Mechanics

Uncertainty quantification and model validation of fatigue crack growth prediction

Shankar Sankararaman et al.

ENGINEERING FRACTURE MECHANICS (2011)

Article Engineering, Mechanical

An Enhanced Bayesian Based Model Validation Method for Dynamic Systems

Zhenfei Zhan et al.

JOURNAL OF MECHANICAL DESIGN (2011)

Article Engineering, Mechanical

Toward a Better Understanding of Model Validation Metrics

Yu Liu et al.

JOURNAL OF MECHANICAL DESIGN (2011)

Article Engineering, Mechanical

A statistical characterization method for damping material properties and its application to structural-acoustic system design

Byung C. Jung et al.

JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY (2011)

Article Engineering, Mechanical

Wavelet spectrum analysis approach to model validation of dynamic systems

Xiaomo Jiang et al.

MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2011)

Article Engineering, Mechanical

Interval model updating with irreducible uncertainty using the Kriging predictor

Hamed Haddad Khodaparast et al.

MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2011)

Article Engineering, Industrial

Mixed aleatory-epistemic uncertainty quantification with stochastic expansions and optimization-based interval estimation

M. S. Eldred et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2011)

Article Engineering, Industrial

Model validation under epistemic uncertainty

Shankar Sankararaman et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2011)

Article Engineering, Industrial

Likelihood-based representation of epistemic uncertainty due to sparse point data and/or interval data

Shankar Sankararaman et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2011)

Article Engineering, Industrial

Quantification of margins and uncertainties of complex systems in the presence of aleatoric and epistemic uncertainty

Angel Urbina et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2011)

Article Computer Science, Interdisciplinary Applications

Adaptive-sparse polynomial chaos expansion for reliability analysis and design of complex engineering systems

Chao Hu et al.

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2011)

Article Computer Science, Interdisciplinary Applications

An automatic model calibration method for occupant restraint systems

Zhenfei Zhan et al.

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2011)

Article Computer Science, Interdisciplinary Applications

Sampling-based RBDO using the stochastic sensitivity analysis and Dynamic Kriging method

Ikjin Lee et al.

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2011)

Article Engineering, Multidisciplinary

ERROR AND UNCERTAINTY QUANTIFICATION AND SENSITIVITY ANALYSIS IN MECHANICS COMPUTATIONAL MODELS

Bin Liang et al.

INTERNATIONAL JOURNAL FOR UNCERTAINTY QUANTIFICATION (2011)

Article Engineering, Aerospace

Using Cross Validation to Design Conservative Surrogates

Felipe A. C. Viana et al.

AIAA JOURNAL (2010)

Article Computer Science, Interdisciplinary Applications

Defining predictive maturity for validated numerical simulations

Francois Hemez et al.

COMPUTERS & STRUCTURES (2010)

Article Computer Science, Theory & Methods

Representation of analysis results involving aleatory and epistemic uncertainty

Jon C. Helton et al.

INTERNATIONAL JOURNAL OF GENERAL SYSTEMS (2010)

Article Automation & Control Systems

Validation of Dynamic Models in the Time-Scale Domain

James R. McCusker et al.

JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME (2010)

Article Automation & Control Systems

Comparing Time Histories for Validation of Simulation Models: Error Measures and Metrics

H. Sarin et al.

JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME (2010)

Article Engineering, Mechanical

A Second-Order Reliability Method With First-Order Efficiency

Junfu Zhang et al.

JOURNAL OF MECHANICAL DESIGN (2010)

Article Engineering, Mechanical

Stochastic model updating-Covariance matrix adjustment from uncertain experimental modal data

Y. Govers et al.

MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2010)

Article Engineering, Mechanical

An efficient response surface method using moving least squares approximation for structural reliability analysis

Soo-Chang Kang et al.

PROBABILISTIC ENGINEERING MECHANICS (2010)

Article Engineering, Industrial

A Bayesian approach for quantification of model uncertainty

Inseok Park et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2010)

Article Business, Finance

Hierarchies of Archimedean copulas

Cornelia Savu et al.

QUANTITATIVE FINANCE (2010)

Article Computer Science, Interdisciplinary Applications

System reliability-based design optimization using the MPP-based dimension reduction method

Ikjin Lee et al.

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2010)

Review Computer Science, Interdisciplinary Applications

Survey of modeling and optimization strategies to solve high-dimensional design problems with computationally-expensive black-box functions

Songqing Shan et al.

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2010)

Article Statistics & Probability

MULTIVARIATE ARCHIMEDEAN COPULAS, d-MONOTONE FUNCTIONS AND l1-NORM SYMMETRIC DISTRIBUTIONS

Alexander J. McNeil et al.

ANNALS OF STATISTICS (2009)

Article Engineering, Multidisciplinary

A better understanding of model updating strategies in validating engineering models

Ying Xiong et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2009)

Article Statistics & Probability

Bayesian inference method for model validation and confidence extrapolation

Xiaomo Jiang et al.

JOURNAL OF APPLIED STATISTICS (2009)

Article Engineering, Mechanical

Complementary Intersection Method for System Reliability Analysis

Byeng D. Youn et al.

JOURNAL OF MECHANICAL DESIGN (2009)

Article Statistics & Probability

On the distributional transform, Sklar's theorem, and the empirical copula process

Ludger Rueschendorf

JOURNAL OF STATISTICAL PLANNING AND INFERENCE (2009)

Article Engineering, Industrial

An exercise in model validation: Comparing univariate statistics and Monte Carlo-based multivariate statistics

J. B. Weathers et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2009)

Article Engineering, Industrial

Bayesian structural equation modeling method for hierarchical model validation

Xiaomo Jiang et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2009)

Article Engineering, Industrial

Polynomial chaos expansion for sensitivity analysis

Thierry Crestaux et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2009)

Article Computer Science, Interdisciplinary Applications

Reliability-based robust design optimization using the eigenvector dimension reduction (EDR) method

Byeng D. Youn et al.

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2009)

Article Computer Science, Interdisciplinary Applications

Comparing error estimation measures for polynomial and kriging approximation of noise-free functions

Tushar Goel et al.

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2009)

Review Computer Science, Interdisciplinary Applications

A comparative study of uncertainty propagation methods for black-box-type problems

S. H. Lee et al.

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2009)

Article Computer Science, Interdisciplinary Applications

Ensemble of metamodels with optimized weight factors

E. Acar et al.

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2009)

Article Computer Science, Interdisciplinary Applications

Multiple surrogates: how cross-validation errors can help us to obtain the best predictor

Felipe A. C. Viana et al.

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2009)

Article Engineering, Aerospace

Calibration and uncertainty analysis for computer simulations with multivariate output

John McFarland et al.

AIAA JOURNAL (2008)

Article Engineering, Multidisciplinary

A Bayesian analysis of the thermal challenge problem

F. Liu et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2008)

Article Engineering, Multidisciplinary

The use of kernel densities and confidence intervals to cope with insufficient data in validation experiments

H. J. Pradlwarter et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2008)

Article Engineering, Multidisciplinary

A Bayesian calibration approach to the thermal problem

Dave Higdon et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2008)

Article Engineering, Multidisciplinary

Formulation of the thermal problem

Kevin J. Dowding et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2008)

Article Engineering, Multidisciplinary

A systematic approach to model validation based on Bayesian updates and prediction related rejection criteria

I. Babuska et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2008)

Editorial Material Engineering, Multidisciplinary

Validation challenge workshop

Richard G. Hills et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2008)

Article Engineering, Multidisciplinary

Error and variability characterization in structural dynamics modeling

John McFarland et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2008)

Article Engineering, Multidisciplinary

A probabilistic construction of model validation

Roger G. Ghanem et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2008)

Article Engineering, Multidisciplinary

Multivariate significance testing and model calibration under uncertainty

John McFarland et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2008)

Article Engineering, Multidisciplinary

Model validation and predictive capability for the thermal challenge problem

Scott Ferson et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2008)

Article Engineering, Multidisciplinary

Inverse analysis method using MPP-based dimension reduction for reliability-based design optimization of nonlinear and multi-dimensional systems

Ikjin Lee et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2008)

Article Computer Science, Interdisciplinary Applications

Uncertainty quantification using polynomial chaos expansion with points of monomial cubature rules

D. L. Wei et al.

COMPUTERS & STRUCTURES (2008)

Article Computer Science, Interdisciplinary Applications

Dimension reduction method for reliability-based robust design optimization

Ikjin Lee et al.

COMPUTERS & STRUCTURES (2008)

Article Engineering, Civil

Finite element model updating: Multiple alternatives

Boris A. Zarate et al.

ENGINEERING STRUCTURES (2008)

Article Engineering, Multidisciplinary

An improved perturbation method for stochastic finite element model updating

X. G. Hua et al.

INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING (2008)

Article Statistics & Probability

Bayesian validation assessment of multivariate computational models

Xiaomo Jiang et al.

JOURNAL OF APPLIED STATISTICS (2008)

Article Engineering, Mechanical

A design-driven validation approach using Bayesian prediction models

Wei Chen et al.

JOURNAL OF MECHANICAL DESIGN (2008)

Article Computer Science, Interdisciplinary Applications

Sampling nested Archimedean copulas

Alexander J. Mcneil

JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION (2008)

Article Engineering, Mechanical

Perturbation methods for the estimation of parameter variability in stochastic model updating

Harned Haddad Khodaparast et al.

MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2008)

Article Nuclear Science & Technology

Verification and validation benchmarks

William L. Oberkampf et al.

NUCLEAR ENGINEERING AND DESIGN (2008)

Article Engineering, Industrial

Computational methods for model reliability assessment

Ramesh Rebba et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2008)

Review Engineering, Industrial

Global sensitivity analysis using polynomial chaos expansions

Bruno Sudret

RELIABILITY ENGINEERING & SYSTEM SAFETY (2008)

Article Computer Science, Interdisciplinary Applications

Eigenvector dimension reduction (EDR) method for sensitivity-free probability analysis

Byeng D. Youn et al.

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2008)

Article Statistics & Probability

Bayesian hierarchica modeling for integrating low-accuracy and high-accuracy experiments

Peter Z. G. Qian et al.

TECHNOMETRICS (2008)

Article Computer Science, Interdisciplinary Applications

Bayesian reliability-based design optimization using eigenvector dimension reduction (EDR) method

Byeng D. Youn et al.

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2008)

Article Computer Science, Interdisciplinary Applications

Validation metrics for response histories: perspectives and case studies

Leonard E. Schwer

ENGINEERING WITH COMPUTERS (2007)

Article Engineering, Manufacturing

Variation propagation analysis on compliant assemblies considering contact interaction

Kang Xie et al.

JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME (2007)

Article Engineering, Industrial

Bayesian risk-based decision method for model validation under uncertainty

Xiaomo Jiang et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2007)

Article Statistics & Probability

A framework for validation of computer models

Maria J. Bayarri et al.

TECHNOMETRICS (2007)

Article Computer Science, Interdisciplinary Applications

Ensemble of surrogates

Tushar Goel et al.

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2007)

Article Engineering, Industrial

Calibration, validation, and sensitivity analysis: What's what

T. G. Trucano et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2006)

Article Engineering, Industrial

Validation and error estimation of computational models

Ramesh Rebba et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2006)

Article Engineering, Mechanical

Stochastic model updating: Part 1 - theory and simulated example

C. Mares et al.

MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2006)

Article Engineering, Industrial

Survey of sampling-based methods for uncertainty and sensitivity analysis

J. C. Helton et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2006)

Article Engineering, Industrial

Sensitivity analysis in conjunction of with evidence theory representations epistemic uncertainty

J. C. Helton et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2006)

Article Engineering, Industrial

Statistical calibration of computer simulations

Katherine Campbell

RELIABILITY ENGINEERING & SYSTEM SAFETY (2006)

Article Computer Science, Interdisciplinary Applications

Measures of agreement between computation and experiment: Validation metrics

William L. Oberkampf et al.

JOURNAL OF COMPUTATIONAL PHYSICS (2006)

Article Engineering, Industrial

Validation of models with multivariate output

Ramesh Rebba et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2006)

Article Engineering, Industrial

Variable screening and ranking using sampling-based sensitivity measures

YT Wu et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2006)

Article Engineering, Manufacturing

Approaches for model validation: Methodology and illustration on a sheet metal flanging process

Thaweepat Buranathiti et al.

JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME (2006)

Article Computer Science, Interdisciplinary Applications

Sensitivity analysis of structural response uncertainty propagation using evidence theory

HR Bae et al.

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2006)

Article Thermodynamics

Model validation: Model parameter and measurement uncertainty

RG Hills

JOURNAL OF HEAT TRANSFER-TRANSACTIONS OF THE ASME (2006)

Article Materials Science, Multidisciplinary

Statistical validation of simulation models

R Rebba et al.

INTERNATIONAL JOURNAL OF MATERIALS & PRODUCT TECHNOLOGY (2006)

Article Acoustics

Uncertainty identification by the maximum likelihood method

JR Fonseca et al.

JOURNAL OF SOUND AND VIBRATION (2005)

Article Engineering, Mechanical

Analysis of support vector regression for approximation of complex engineering analyses

SM Clarke et al.

JOURNAL OF MECHANICAL DESIGN (2005)

Article Physics, Multidisciplinary

Goodness-of-fit test for copulas

V Panchenko

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2005)

Article Engineering, Mechanical

Analytical variance-based global sensitivity analysis in simulation-based design under uncertainty

W Chen et al.

JOURNAL OF MECHANICAL DESIGN (2005)

Article Engineering, Civil

Application of kriging method to structural reliability problems

I Kaymaz

STRUCTURAL SAFETY (2005)

Article Engineering, Industrial

Validation of reliability computational models using Bayes networks

S Mahadevan et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2005)

Review Engineering, Industrial

A comparison of uncertainty and sensitivity analysis results obtained with random and Latin hypercube sampling

JC Helton et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2005)

Article Social Sciences, Interdisciplinary

Expert judgement elicitation for risk assessments of critical infrastructures

RM Cooke et al.

JOURNAL OF RISK RESEARCH (2004)

Article Engineering, Multidisciplinary

A spectral-element method for modelling cavitation in transient fluid-structure interaction

MA Sprague et al.

INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING (2004)

Review Computer Science, Theory & Methods

A tutorial on support vector regression

AJ Smola et al.

STATISTICS AND COMPUTING (2004)

Review Nuclear Science & Technology

A comparative review of sensitivity and uncertainty analysis of large-scale systems - II: Statistical methods

DG Cacuci et al.

NUCLEAR SCIENCE AND ENGINEERING (2004)

Article Engineering, Industrial

An approximation approach for uncertainty quantification using evidence theory

HR Bae et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2004)

Article Engineering, Industrial

Challenge problems: uncertainty in system response given uncertain parameters

WL Oberkampf et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2004)

Article Engineering, Multidisciplinary

Verification and validation in computational engineering and science: basic concepts

I Babuska et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2004)

Article Engineering, Industrial

An exploration of alternative approaches to the representation of uncertainty in model predictions

JC Helton et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2004)

Article Engineering, Multidisciplinary

A generalized dimension-reduction method for multidimensional integration in stochastic mechanics

H Xu et al.

INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING (2004)

Article Engineering, Industrial

Summary from the epistemic uncertainty workshop: consensus amid diversity

S Ferson et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2004)

Article Engineering, Aerospace

Model validation via uncertainty propagation and data transformations

W Chen et al.

AIAA JOURNAL (2004)

Article Engineering, Mechanical

A univariate dimension-reduction method for multi-dimensional integration in stochastic mechanics

S Rahman et al.

PROBABILISTIC ENGINEERING MECHANICS (2004)

Article Engineering, Mechanical

An investigation of nonlinearity of reliability-based design optimization approaches

BD Youn et al.

JOURNAL OF MECHANICAL DESIGN (2004)

Article Engineering, Aerospace

Uncertainty quantification of structural response using evidence theory

HR Bae et al.

AIAA JOURNAL (2003)

Review Engineering, Industrial

Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems

JC Helton et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2003)

Article Computer Science, Theory & Methods

Interval analysis and fuzzy set theory

R Moore et al.

FUZZY SETS AND SYSTEMS (2003)

Article Mathematics, Interdisciplinary Applications

Tutorial on maximum likelihood estimation

IJ Myung

JOURNAL OF MATHEMATICAL PSYCHOLOGY (2003)

Review Mathematics, Applied

Monte Carlo analysis of inverse problems

K Mosegaard et al.

INVERSE PROBLEMS (2002)

Review Engineering, Aerospace

Verification and validation in computational fluid dynamics

WL Oberkampf et al.

PROGRESS IN AEROSPACE SCIENCES (2002)

Article Engineering, Industrial

Error and uncertainty in modeling and simulation

WL Oberkampf et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2002)

Article Computer Science, Interdisciplinary Applications

Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates

IM Sobol

MATHEMATICS AND COMPUTERS IN SIMULATION (2001)

Review Computer Science, Interdisciplinary Applications

Metamodels for computer-based engineering design: survey and recommendations

TW Simpson et al.

ENGINEERING WITH COMPUTERS (2001)

Article Statistics & Probability

Bayesian calibration of computer models

MC Kennedy et al.

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2001)

Article Engineering, Mechanical

New point estimates for probability moments

YG Zhao et al.

JOURNAL OF ENGINEERING MECHANICS-ASCE (2000)

Article Environmental Sciences

Critique of and limitations on the use of expert judgements in accident consequence uncertainty analysis

M McKay et al.

RADIATION PROTECTION DOSIMETRY (2000)