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Journal Articles

Semi-Parametric Functional Calibration Using Uncertainty Quantification Based Decision Support

Anton van Beek, Andrea Giuntoli, Nitin K. Hansoge, Sinan Keten, Wei Chen

J. Verif. Valid. Uncert. June 2023, 8(2): 021004.

Paper No: VVUQ-22-1032

https://doi.org/10.1115/1.4062694

Published Online: June 16, 2023

View Article titled, Semi-Parametric Functional Calibration Using Uncertainty Quantification Based Decision Support

Topics: Calibration

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

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

Topics: Calibration, Model validation, Uncertainty, Errors, Ceramic matrix composites

Journal Articles

A Methodology for the Efficient Quantification of Parameter and Model Uncertainty

R. Feldmann, C. M. Gehb, M. Schaeffner, T. Melz

J. Verif. Valid. Uncert. September 2022, 7(3): 031001.

Paper No: VVUQ-21-1032

https://doi.org/10.1115/1.4054575

Published Online: June 20, 2022

View Article titled, A Methodology for the Efficient Quantification of Parameter and Model Uncertainty

Topics: Algorithms, Calibration, Uncertainty, Cities, Chain, Damping

Journal Articles

Embedded-Error Bayesian Calibration of Thermal Decomposition of Organic Materials

Ari Frankel, Ellen Wagman, Ryan Keedy, Brent Houchens, Sarah N. Scott

J. Verif. Valid. Uncert. December 2021, 6(4): 041002.

Paper No: VVUQ-21-1013

https://doi.org/10.1115/1.4051638

Published Online: August 12, 2021

View Article titled, Embedded-Error Bayesian Calibration of Thermal Decomposition of Organic Materials

Topics: Calibration, Carbon fibers, Composite materials, Errors, Temperature, Thermogravimetry, Uncertainty, Nitrogen, Heating, Epoxy resins

Journal Articles

Simultaneous Bayesian Calibration and Engineering Design With an Application to a Vibration Isolation System

Carl Ehrett, D. Andrew Brown, Christopher Kitchens, Xinyue Xu, Roland Platz, Sez Atamturktur

J. Verif. Valid. Uncert. March 2021, 6(1): 011007.

Paper No: VVUQ-20-1047

https://doi.org/10.1115/1.4050075

Published Online: March 9, 2021

View Article titled, Simultaneous Bayesian Calibration and Engineering Design With an Application to a Vibration Isolation System

Topics: Calibration, Design, Vibration isolation, Performance

Journal Articles

Validation Metrics for Fixed Effects and Mixed-Effects Calibration

Nathan W. Porter, Kathryn A. Maupin, Laura P. Swiler, Vincent A. Mousseau

J. Verif. Valid. Uncert. March 2021, 6(1): 011005.

Paper No: VVUQ-19-1037

https://doi.org/10.1115/1.4049534

Published Online: February 24, 2021

View Article titled, Validation Metrics for Fixed Effects and Mixed-Effects Calibration

Topics: Calibration, Errors, Turbulence, Uncertainty, Maximum likelihood estimation

Journal Articles

Using Bayesian Analysis to Quantify Uncertainty in Radiometer Measurements

Jennifer P. Spinti, Sean T. Smith, Philip J. Smith, N. Stanley Harding, Kaitlyn Scheib, Teri S. Draper

Publisher: ASME

J. Verif. Valid. Uncert. March 2021, 6(1): 011003.

Paper No: VVUQ-20-1027

https://doi.org/10.1115/1.4049301

Published Online: January 13, 2021

View Article titled, Using Bayesian Analysis to Quantify Uncertainty in Radiometer Measurements

Topics: Calibration, Errors, Instrumentation, Uncertainty, Furnaces

Includes: Supplementary data

Journal Articles

A Nonstationary Uncertainty Model and Bayesian Calibration of Strain-Life Models

Arinan Dourado, Firat Irmak, Felipe A. C. Viana, Ali P. Gordon

J. Verif. Valid. Uncert. March 2021, 6(1): 011002.

Paper No: VVUQ-20-1038

https://doi.org/10.1115/1.4049324

Published Online: January 7, 2021

View Article titled, A Nonstationary Uncertainty Model and Bayesian Calibration of Strain-Life Models

Topics: Calibration, Fatigue life, Uncertainty, Errors, Alloys, Fatigue

Journal Articles

A Modified Directional Flame Thermometer: Development, Calibration, and Uncertainty Quantification

J. M. Cabrera, R. D. Moser, O. A. Ezekoye

J. Verif. Valid. Uncert. March 2020, 5(1): 011003.

Paper No: VVUQ-19-1044

https://doi.org/10.1115/1.4046657

Published Online: March 30, 2020

View Article titled, A Modified Directional Flame Thermometer: Development, Calibration, and Uncertainty Quantification

Topics: Calibration, Flames, Flux (Metallurgy), Gages, Heat, Heat conduction, Heat flux, Temperature, Thermometers, Uncertainty

Journal Articles

A Bayesian Inference-Based Approach to Empirical Training of Strongly Coupled Constituent Models

G. S. Flynn, E. Chodora, S. Atamturktur, D. A. Brown

J. Verif. Valid. Uncert. June 2019, 4(2): 021005.

Paper No: VVUQ-18-1027

https://doi.org/10.1115/1.4044804

Published Online: November 11, 2019

View Article titled, A Bayesian Inference-Based Approach to Empirical Training of Strongly Coupled Constituent Models

Topics: Calibration, Plasticity, Simulation, Finite element model, Stress

Journal Articles

Experimental Calibration of a Biohydrogen Production Estimation Model

Fernando G. Dias, Jose V. C. Vargas, Sam Yang, Marcos P. Rosa, Beatriz Santos, Vanessa M. Kava, Wellington Balmant, Andre B. Mariano, Juan C. Ordonez

J. Verif. Valid. Uncert. June 2019, 4(2): 021002.

Paper No: VVUQ-19-1002

https://doi.org/10.1115/1.4044664

Published Online: September 16, 2019

View Article titled, Experimental Calibration of a Biohydrogen Production Estimation Model

Topics: Biomass, Calibration, Hydrogen, Hydrogen production, Temperature, Differential equations

Journal Articles

Validation of Notch Sensitivity Factors

Barna Szabó, Ricardo Actis, David Rusk

J. Verif. Valid. Uncert. March 2019, 4(1): 011004.

Paper No: VVUQ-18-1016

https://doi.org/10.1115/1.4044236

Published Online: August 2, 2019

View Article titled, Validation of Notch Sensitivity Factors

Topics: Aluminum alloys, Calibration, Cycles, Fatigue limit, Stress, Probability, Failure, Uncertainty quantification

Journal Articles

Epistemic Uncertainty Stemming From Measurement Processing—A Case Study of Multiphase Shock Tube Experiments

Chanyoung Park, Justin Matthew, Nam H. Kim, Raphael T. Haftka

J. Verif. Valid. Uncert. December 2018, 3(4): 041001.

Paper No: VVUQ-18-1018

https://doi.org/10.1115/1.4042814

Published Online: March 7, 2019

View Article titled, Epistemic Uncertainty Stemming From Measurement Processing—A Case Study of Multiphase Shock Tube Experiments

Topics: Particulate matter, Uncertainty, X-rays, Image processing, Shock tubes, Uncertainty quantification, Calibration

Journal Articles

Validation Metrics for Deterministic and Probabilistic Data

Kathryn A. Maupin, Laura P. Swiler, Nathan W. Porter

J. Verif. Valid. Uncert. September 2018, 3(3): 031002.

Paper No: VVUQ-18-1020

https://doi.org/10.1115/1.4042443

Published Online: January 22, 2019

View Article titled, Validation Metrics for Deterministic and Probabilistic Data

Topics: Uncertainty, Calibration, Friction, Errors

Journal Articles

Assessment Criteria for Computational Fluid Dynamics Model Validation Experiments

William L. Oberkampf, Barton L. Smith

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

Topics: Computational fluid dynamics, Flow (Dynamics), Fluids, Instrumentation, Model validation, Signal processing, Uncertainty, Wind tunnels, Simulation, Calibration

Journal Articles

A Linear Regression Framework for the Verification of Bayesian Model Calibration Algorithms

Jerry A. McMahan, Jr., Brian J. Williams, Ralph C. Smith, Nicholas Malaya

Publisher: ASME

J. Verif. Valid. Uncert. June 2017, 2(2): 021006.

Paper No: VVUQ-16-1031

https://doi.org/10.1115/1.4037705

Published Online: September 12, 2017

View Article titled, A Linear Regression Framework for the Verification of Bayesian Model Calibration Algorithms

Topics: Algorithms, Calibration, Errors, Density

Journal Articles

Robust Resource Allocation for Calibration and Validation Tests

Chenzhao Li, Sankaran Mahadevan

J. Verif. Valid. Uncert. June 2017, 2(2): 021004.

Paper No: VVUQ-16-1021

https://doi.org/10.1115/1.4037313

Published Online: August 1, 2017

View Article titled, Robust Resource Allocation for Calibration and Validation Tests

Topics: Calibration, Optimization, Resource allocation, Uncertainty, Performance, Algorithms

Journal Articles

Optimal Test Selection for Prediction Uncertainty Reduction

Joshua Mullins, Sankaran Mahadevan, Angel Urbina

J. Verif. Valid. Uncert. December 2016, 1(4): 041002.

Paper No: VVUQ-15-1044

https://doi.org/10.1115/1.4035204

Published Online: December 2, 2016

View Article titled, Optimal Test Selection for Prediction Uncertainty Reduction

Topics: Calibration, Uncertainty, Optimization, Reliability

Journal Articles

Teaching a Verification and Validation Course Using Simulations and Experiments With Paper Helicopters

Chanyoung Park, Joo-Ho Choi, Raphael T. Haftka

J. Verif. Valid. Uncert. September 2016, 1(3): 031002.

Paper No: VVUQ-14-1004

https://doi.org/10.1115/1.4033889

Published Online: July 15, 2016

View Article titled, Teaching a Verification and Validation Course Using Simulations and Experiments With Paper Helicopters

Topics: Drag (Fluid dynamics), Helicopters, Students, Uncertainty, Calibration, Simulation

Journal Articles

Economic Analysis of Model Validation for a Challenge Problem

Paul J. Paez, Thomas L. Paez, Timothy K. Hasselman

J. Verif. Valid. Uncert. March 2016, 1(1): 011007.

Paper No: VVUQ-15-1013

https://doi.org/10.1115/1.4032370

Published Online: February 19, 2016

View Article titled, Economic Analysis of Model Validation for a Challenge Problem

Topics: Failure, Probability, Testing, Calibration, Modeling, Finite element model

Journal citation

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Supplemental Material

Semi-Parametric Functional Calibration Using Uncertainty Quantification Based Decision Support

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

A Methodology for the Efficient Quantification of Parameter and Model Uncertainty

Embedded-Error Bayesian Calibration of Thermal Decomposition of Organic Materials

Simultaneous Bayesian Calibration and Engineering Design With an Application to a Vibration Isolation System

Validation Metrics for Fixed Effects and Mixed-Effects Calibration

Using Bayesian Analysis to Quantify Uncertainty in Radiometer Measurements

A Nonstationary Uncertainty Model and Bayesian Calibration of Strain-Life Models

A Modified Directional Flame Thermometer: Development, Calibration, and Uncertainty Quantification

A Bayesian Inference-Based Approach to Empirical Training of Strongly Coupled Constituent Models

Experimental Calibration of a Biohydrogen Production Estimation Model

Validation of Notch Sensitivity Factors

Epistemic Uncertainty Stemming From Measurement Processing—A Case Study of Multiphase Shock Tube Experiments

Validation Metrics for Deterministic and Probabilistic Data

Assessment Criteria for Computational Fluid Dynamics Model Validation Experiments

A Linear Regression Framework for the Verification of Bayesian Model Calibration Algorithms

Robust Resource Allocation for Calibration and Validation Tests

Optimal Test Selection for Prediction Uncertainty Reduction

Teaching a Verification and Validation Course Using Simulations and Experiments With Paper Helicopters

Economic Analysis of Model Validation for a Challenge Problem

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