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Journal Articles

Strategies for Computational Fluid Dynamics Validation Experiments

Aldo Gargiulo, Julie E. Duetsch-Patel, Aurelien Borgoltz, William J. Devenport, Christopher J. Roy, K. Todd Lowe
Journal: Journal of Verification, Validation and Uncertainty Quantification
Publisher: ASME
Article Type: Research-Article
J. Verif. Valid. Uncert. September 2023, 8(3): 031004.
Paper No: VVUQ-23-1011
https://doi.org/10.1115/1.4063639
Published Online: October 26, 2023
View Article titled, Strategies for Computational Fluid Dynamics Validation Experiments
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Topics: Computational fluid dynamics, Engineering simulation, Errors, Flow (Dynamics), Geometry, Particle image velocimetry, Pressure, Reynolds-averaged Navier–Stokes equations, Simulation, Turbulence
Journal Articles

Assessment of Model Validation, Calibration, and Prediction Approaches in the Presence of Uncertainty

Nolan W. Whiting, Christopher J. Roy, Earl Duque, Seth Lawrence, William L. Oberkampf
Journal: Journal of Verification, Validation and Uncertainty Quantification
Publisher: ASME
Article Type: Research-Article
J. Verif. Valid. Uncert. March 2023, 8(1): 011001.
Paper No: VVUQ-19-1034
https://doi.org/10.1115/1.4056285
Published Online: January 13, 2023
View Article titled, Assessment of Model Validation, Calibration, and Prediction Approaches in the Presence of Uncertainty
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Topics: Calibration, Model validation, Uncertainty, Errors, Ceramic matrix composites
Journal Articles

Multi-Metric Validation Under Uncertainty for Multivariate Model Outputs and Limited Measurements

Andrew White, Sankaran Mahadevan, Jason Schmucker, Alexander Karl
Journal: Journal of Verification, Validation and Uncertainty Quantification
Publisher: ASME
Article Type: Research-Article
J. Verif. Valid. Uncert. December 2022, 7(4): 041004.
Paper No: VVUQ-22-1007
https://doi.org/10.1115/1.4056548
Published Online: January 6, 2023
View Article titled, Multi-Metric Validation Under Uncertainty for Multivariate Model Outputs and Limited Measurements
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Topics: Reliability, Shapes, Uncertainty, Heat transfer, Probability, Model validation
Journal Articles

A Framework for In Silico Clinical Trials for Medical Devices Using Concepts From Model Verification, Validation, and Uncertainty Quantification

Jeff Bodner, Vikas Kaul
Journal: Journal of Verification, Validation and Uncertainty Quantification
Publisher: ASME
Article Type: Research-Article
J. Verif. Valid. Uncert. June 2022, 7(2): 021001.
Paper No: VVUQ-21-1023
https://doi.org/10.1115/1.4053565
Published Online: February 9, 2022
View Article titled, A Framework for In Silico Clinical Trials for Medical Devices Using Concepts From Model Verification, Validation, and Uncertainty Quantification
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Topics: Biomedicine, Medical devices, Model validation, Simulation, Simulation results, Uncertainty, Uncertainty quantification, Risk, Computer simulation, Probability
Journal Articles

Optimal Selection of Model Validation Experiments: Guided by Coverage

Robert Hällqvist, Robert Braun, Magnus Eek, Petter Krus
Journal: Journal of Verification, Validation and Uncertainty Quantification
Publisher: ASME
Article Type: Research-Article
J. Verif. Valid. Uncert. September 2021, 6(3): 031006.
Paper No: VVUQ-21-1003
https://doi.org/10.1115/1.4051497
Published Online: July 19, 2021
View Article titled, Optimal Selection of Model Validation Experiments: Guided by Coverage
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Topics: Aircraft, Design, Model validation, Modeling, Optimization, Simulation, Fuels, Fuel consumption
Journal Articles

Processing Aleatory and Epistemic Uncertainties in Experimental Data From Sparse Replicate Tests of Stochastic Systems for Real-Space Model Validation

Vicente J. Romero, Amalia R. Black
Journal: Journal of Verification, Validation and Uncertainty Quantification
Publisher: ASME
Article Type: Research-Article
J. Verif. Valid. Uncert. September 2021, 6(3): 031003.
Paper No: VVUQ-20-1037
https://doi.org/10.1115/1.4051069
Published Online: June 17, 2021
View Article titled, Processing Aleatory and Epistemic Uncertainties in Experimental Data From Sparse Replicate Tests of Stochastic Systems for Real-Space Model Validation
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Topics: Uncertainty, Failure, Model validation
Journal Articles

Closure on the Discussion of “Models, Uncertainty, and the Sandia V&V Challenge Problem” (Hazelrigg, G. A., and Klutke, G. A., ASME J. Verif. Valid. Uncert., 2020, 5(1), p. 015501)

William L. Oberkampf, Michael S. Balch
Journal: Journal of Verification, Validation and Uncertainty Quantification
Publisher: ASME
Article Type: Discussions
J. Verif. Valid. Uncert. September 2020, 5(3): 035501.
Paper No: VVUQ-20-1021
https://doi.org/10.1115/1.4048338
Published Online: October 5, 2020
View Article titled, Closure on the Discussion of “Models, Uncertainty, and the Sandia V&V Challenge Problem” (Hazelrigg, G. A., and Klutke, G. A., ASME J. Verif. Valid. Uncert., 2020, 5(1), p. 015501)
Open the PDF for Closure on the Discussion of “Models, Uncertainty, and the Sandia V&V Challenge Problem” (Hazelrigg, G. A., and Klutke, G. A., ASME J. Verif. Valid. Uncert., 2020, 5(1), p. 015501) in another window
Topics: Probability, Uncertainty, Uncertainty quantification, Model validation
Journal Articles

Confidence-Based Uncertainty Quantification and Model Validation for Simulations of High-Speed Impact Problems

Min-Yeong Moon, Oishik Sen, Nirmal Kumar Rai, Nicholas J. Gaul, Kyung K. Choi, H. S. Udaykumar
Journal: Journal of Verification, Validation and Uncertainty Quantification
Publisher: ASME
Article Type: Research-Article
J. Verif. Valid. Uncert. June 2020, 5(2): 021005.
Paper No: VVUQ-20-1019
https://doi.org/10.1115/1.4047960
Published Online: August 26, 2020
View Article titled, Confidence-Based Uncertainty Quantification and Model Validation for Simulations of High-Speed Impact Problems
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Topics: Computer simulation, Model validation, Simulation, Uncertainty, Uncertainty quantification, Copper, Errors, Density
Journal Articles

Data Analysis and Model Validation of Natural Gas Transmission Pipeline With Compressor Station

David Cheng
Journal: Journal of Verification, Validation and Uncertainty Quantification
Publisher: ASME
Article Type: Research-Article
J. Verif. Valid. Uncert. September 2019, 4(3): 031004.
Paper No: VVUQ-19-1012
https://doi.org/10.1115/1.4045386
Published Online: November 25, 2019
View Article titled, Data Analysis and Model Validation of Natural Gas Transmission Pipeline With Compressor Station
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Topics: Hydraulics, Model validation, Pipelines, Compressors, Uncertainty, Pressure, Natural gas, Surface roughness
Journal Articles

Model Validation of Functional Responses Across Experimental Regions Using Functional Regression Extensions to the CORA Objective Rating System

Scott M. Storm, Raymond R. Hill, Joseph J. Pignatiello, G. Geoffrey Vining, Edward D. White
Journal: Journal of Verification, Validation and Uncertainty Quantification
Publisher: ASME
Article Type: Research-Article
J. Verif. Valid. Uncert. December 2017, 2(4): 041004.
Paper No: VVUQ-17-1029
https://doi.org/10.1115/1.4039303
Published Online: March 5, 2018
View Article titled, Model Validation of Functional Responses Across Experimental Regions Using Functional Regression Extensions to the CORA Objective Rating System
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Topics: Design, Model validation, Shapes, Interpolation, Simulation models, Modeling, Errors, Simulation, Regression analysis
Journal Articles

Assessment Criteria for Computational Fluid Dynamics Model Validation Experiments

William L. Oberkampf, Barton L. Smith
Journal: Journal of Verification, Validation and Uncertainty Quantification
Publisher: ASME
Article Type: Research-Article
J. Verif. Valid. Uncert. September 2017, 2(3): 031002.
Paper No: VVUQ-17-1013
https://doi.org/10.1115/1.4037887
Published Online: October 11, 2017
View Article titled, Assessment Criteria for Computational Fluid Dynamics Model Validation Experiments
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Topics: Computational fluid dynamics, Flow (Dynamics), Fluids, Instrumentation, Model validation, Signal processing, Uncertainty, Wind tunnels, Simulation, Calibration
Journal Articles

Sandia Verification and Validation Challenge Problem: A PCMM-Based Approach to Assessing Prediction Credibility

Lauren L. Beghini, Patricia D. Hough
Journal: Journal of Verification, Validation and Uncertainty Quantification
Publisher: ASME
Article Type: Research-Article
J. Verif. Valid. Uncert. March 2016, 1(1): 011002.
Paper No: VVUQ-15-1009
https://doi.org/10.1115/1.4032369
Published Online: February 19, 2016
View Article titled, Sandia Verification and Validation Challenge Problem: A PCMM-Based Approach to Assessing Prediction Credibility
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Topics: Calibration, Errors, Failure, Pressure, Probability, Uncertainty, Stress, Uncertainty quantification, Displacement, Sensitivity analysis