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Journal Articles

The Propagation and Reduction of Uncertainty Left Unquantified by Confidence Intervals, p -Values, Neural Network Predictions, Posterior Distributions, and Other Statistical Results

David R. Bickel

Publisher: ASME

J. Verif. Valid. Uncert. September 2024, 9(3): 031002.

Paper No: VVUQ-23-1047

https://doi.org/10.1115/1.4066380

Published Online: September 30, 2024

View Article titled, The Propagation and Reduction of Uncertainty Left Unquantified by Confidence Intervals, p -Values, Neural Network Predictions, Posterior Distributions, and Other Statistical Results

Topics: Probability, Uncertainty

Journal Articles

Solution Verification of Anomalous Waves in Nonideal Gases

Katherine R. Pielemeier, Alexander M. Davies, Joseph M. Powers

Publisher: ASME

J. Verif. Valid. Uncert. September 2024, 9(3): 031001.

Paper No: VVUQ-23-1046

https://doi.org/10.1115/1.4065834

Published Online: August 2, 2024

View Article titled, Solution Verification of Anomalous Waves in Nonideal Gases

Topics: Compression, Density, Distributed power generation, Shock (Mechanics), Shock tubes, Waves, Gases, Equations of state, Simulation, Entropy

Journal Articles

Machine Learning-Based Resilience Modeling and Assessment of High Consequence Systems Under Uncertainty

Cong Liu, Fengjun Wang, Chaoyang Xie

Publisher: ASME

J. Verif. Valid. Uncert. June 2024, 9(2): 021009.

Paper No: VVUQ-24-1002

https://doi.org/10.1115/1.4065466

Published Online: August 2, 2024

View Article titled, Machine Learning-Based Resilience Modeling and Assessment of High Consequence Systems Under Uncertainty

Topics: Resilience, Safety, Packaging, Uncertainty, Polishing equipment, Machinery

Journal Articles

Reliability Analysis for Rotate Vector Reducer by Combining Polynomial Chaos Expansion and Saddlepoint Approximation Considering Multi-Failure Modes

Shunqi Yang, Huipeng Xiao, Pan Lu, Guohua Xu, Hao Li, Xiaoling Zhang

Publisher: ASME

J. Verif. Valid. Uncert. June 2024, 9(2): 021007.

Paper No: VVUQ-23-1055

https://doi.org/10.1115/1.4065690

Published Online: August 2, 2024

View Article titled, Reliability Analysis for Rotate Vector Reducer by Combining Polynomial Chaos Expansion and Saddlepoint Approximation Considering Multi-Failure Modes

Topics: Approximation, Chaos, Errors, Event history analysis, Failure, Failure mechanisms, Gears, Polynomials, Reliability, Simulation

Journal Articles

A Framework for Developing Systematic Testbeds for Multifidelity Optimization Techniques

Siyu Tao, Chaitra Sharma, Srikanth Devanathan

Publisher: ASME

J. Verif. Valid. Uncert. June 2024, 9(2): 021010.

Paper No: VVUQ-24-1009

https://doi.org/10.1115/1.4065719

Published Online: August 2, 2024

View Article titled, A Framework for Developing Systematic Testbeds for Multifidelity Optimization Techniques

Topics: Hafnium, Optimization, Testing

Journal Articles

Sparse Identification of Nonlinear Dynamics-Based Feature Extraction for Data Driven Model Predictive Control of a Buck Boost Switch Mode Power Supply

Declan P. Mallamo, Michael H. Azarian, Michael G. Pecht

Publisher: ASME

J. Verif. Valid. Uncert. June 2024, 9(2): 021008.

Paper No: VVUQ-23-1056

https://doi.org/10.1115/1.4065827

Published Online: August 2, 2024

View Article titled, Sparse Identification of Nonlinear Dynamics-Based Feature Extraction for Data Driven Model Predictive Control of a Buck Boost Switch Mode Power Supply

Topics: Algorithms, Cycles, Dynamics (Mechanics), Errors, Heat conduction, Inductors, Modeling, Nonlinear dynamics, Predictive control, Signals

Journal Articles

A Curved Surface Integral Method for Reliability Analysis of Multiple Failure Modes System With Nonoverlapping Failure Domains

Zhenzhong Chen, Haoxun Mu, Xiaoke Li

Publisher: ASME

J. Verif. Valid. Uncert. June 2024, 9(2): 021006.

Paper No: VVUQ-23-1053

https://doi.org/10.1115/1.4065857

Published Online: August 2, 2024

View Article titled, A Curved Surface Integral Method for Reliability Analysis of Multiple Failure Modes System With Nonoverlapping Failure Domains

Topics: Event history analysis, Failure, Failure mechanisms, Probability, Reliability

Journal Articles

Model Parameter Calibration for Vibration Fatigue Analysis by Means of Bayesian Updating and Artificial Neural Network Based Surrogate Models

S. Maier, C. C. Saenz-Betancourt, F. Bachmann, R. Feldmann, B. Götz, F. Duddeck, T. Melz

Publisher: ASME

J. Verif. Valid. Uncert. September 2024, 9(3): 031001.

Paper No: VVUQ-23-1057

https://doi.org/10.1115/1.4065826

Published Online: July 13, 2024

View Article titled, Model Parameter Calibration for Vibration Fatigue Analysis by Means of Bayesian Updating and Artificial Neural Network Based Surrogate Models

Topics: Artificial neural networks, Calibration, Vibration, Sensitivity analysis, Fatigue analysis, Stress, Damage

Journal Articles

Automatic Ground-Truth Image Labeling for Deep Neural Network Training and Evaluation Using Industrial Robotics and Motion Capture

Harrison F. Helmich, Charles J. Doherty, Donald H. Costello, Michael D. M. Kutzer

Publisher: ASME

J. Verif. Valid. Uncert. June 2024, 9(2): 021001.

Paper No: VVUQ-23-1042

https://doi.org/10.1115/1.4064311

Published Online: June 21, 2024

View Article titled, Automatic Ground-Truth Image Labeling for Deep Neural Network Training and Evaluation Using Industrial Robotics and Motion Capture

Topics: Calibration, Data acquisition, Robotics, Artificial neural networks, Feedback, Deep neural networks, Aviation, Design, Errors, Collisions (Physics)

Journal Articles

A Bayesian Multi-Fidelity Neural Network to Predict Nonlinear Frequency Backbone Curves

David A. Najera-Flores, Jonel Ortiz, Moheimin Y. Khan, Robert J. Kuether, Paul R. Miles

Publisher: ASME

J. Verif. Valid. Uncert. June 2024, 9(2): 021003.

Paper No: VVUQ-23-1051

https://doi.org/10.1115/1.4064776

Published Online: June 21, 2024

View Article titled, A Bayesian Multi-Fidelity Neural Network to Predict Nonlinear Frequency Backbone Curves

Topics: Artificial neural networks, Physics, Friction, Design, Simulation, Finite element model, Calibration, Sensitivity analysis, Trains

Journal Articles

Uncertainty Quantification of a Machine Learning Model for Identification of Isolated Nonlinearities With Conformal Prediction

David A. Najera-Flores, Justin Jacobs, D. Dane Quinn, Anthony Garland, Michael D. Todd

Publisher: ASME

J. Verif. Valid. Uncert. June 2024, 9(2): 021005.

Paper No: VVUQ-23-1054

https://doi.org/10.1115/1.4064777

Published Online: June 21, 2024

View Article titled, Uncertainty Quantification of a Machine Learning Model for Identification of Isolated Nonlinearities With Conformal Prediction

Topics: Artificial neural networks, Damage, Machine learning, Noise (Sound), Uncertainty quantification

Journal Articles

Uncertainty Quantification for Multidimensional Correlated Flow Field Responses

Wei Zhao, Luogeng Lv, Jiao Zhao, Wei Xiao, Jiangtao Chen, Xiaojun Wu

Publisher: ASME

J. Verif. Valid. Uncert. June 2024, 9(2): 021002.

Paper No: VVUQ-23-1050

https://doi.org/10.1115/1.4065070

Published Online: June 21, 2024

View Article titled, Uncertainty Quantification for Multidimensional Correlated Flow Field Responses

Topics: Airfoils, Artificial neural networks, Computational fluid dynamics, Flow (Dynamics), Principal component analysis, Sensitivity analysis, Simulation, Uncertainty, Wings, Pressure

Journal Articles

Approximate Integral Method for Nonlinear Reliability Analysis

Zhenzhong Chen, Guiming Qiu, Xiaoke Li, Rui Jin

Publisher: ASME

J. Verif. Valid. Uncert. June 2024, 9(2): 021004.

Paper No: VVUQ-23-1052

https://doi.org/10.1115/1.4065183

Published Online: June 21, 2024

View Article titled, Approximate Integral Method for Nonlinear Reliability Analysis

Topics: Event history analysis, Failure, Probability, Reliability, Simulation

Journal Articles

Repeatability in Measurements and Control Settings of a Small Francis Turbine Test Rig

Sandeep Kumar, Bhupendra K. Gandhi, Michel J. Cervantes

Publisher: ASME

J. Verif. Valid. Uncert. March 2024, 9(1): 011005.

Paper No: VVUQ-23-1026

https://doi.org/10.1115/1.4065640

Published Online: June 14, 2024

View Article titled, Repeatability in Measurements and Control Settings of a Small Francis Turbine Test Rig

Topics: Turbines, Uncertainty, Calibration, Pressure, Francis turbines, Instrumentation

Journal Articles

Uncertainty Separation Method for Simulation With Image and Numerical Data

Xiaoping Du

Publisher: ASME

J. Verif. Valid. Uncert. March 2024, 9(1): 011004.

Paper No: VVUQ-24-1003

https://doi.org/10.1115/1.4065637

Published Online: June 7, 2024

View Article titled, Uncertainty Separation Method for Simulation With Image and Numerical Data

Topics: Separation (Technology), Simulation, Uncertainty, Uncertainty quantification

Journal Articles

Posterior Covariance Matrix Approximations

Abigail C. Schmid, Stephen A. Andrews

Publisher: ASME

J. Verif. Valid. Uncert. March 2024, 9(1): 011003.

Paper No: VVUQ-23-1048

https://doi.org/10.1115/1.4065378

Published Online: May 13, 2024

View Article titled, Posterior Covariance Matrix Approximations

Topics: Approximation, Calibration, Chain, Equations of state, Inverse problems, Specific heat, Thermal expansion, Uncertainty, Variational techniques, Temperature

Journal Articles

Influence of Sampling Rate on Reproducibility and Accuracy of Miniature Kolsky Bar Experiments

Thomas Hannah, Valerie Martin, Stephen Ellis, Reuben H. Kraft

Publisher: ASME

J. Verif. Valid. Uncert. March 2024, 9(1): 011002.

Paper No: VVUQ-23-1014

https://doi.org/10.1115/1.4065207

Published Online: April 15, 2024

View Article titled, Influence of Sampling Rate on Reproducibility and Accuracy of Miniature Kolsky Bar Experiments

Topics: Data acquisition, Finite element analysis, Statistical analysis, Stress, Simulation, Waves, Finite element model, Materials properties

Journal Articles

Impact of Imperfect Kolsky Bar Experiments Across Different Scales Assessed Using Finite Elements

Thomas Hannah, Valerie Martin, Stephen Ellis, Reuben H. Kraft

Publisher: ASME

J. Verif. Valid. Uncert. March 2024, 9(1): 011001.

Paper No: VVUQ-23-1006

https://doi.org/10.1115/1.4065206

Published Online: April 15, 2024

View Article titled, Impact of Imperfect Kolsky Bar Experiments Across Different Scales Assessed Using Finite Elements

Topics: Finite element analysis, Gravity (Force), Modeling, Simulation, Stress, Bushings, Friction, Engineering simulation, Waves

Journal Articles

Development and Verification of a Higher-Order Computational Fluid Dynamics Solver

William C. Tyson, Charles W. Jackson, Christopher J. Roy

Publisher: ASME

J. Verif. Valid. Uncert. December 2023, 8(4): 041003.

Paper No: VVUQ-23-1045

https://doi.org/10.1115/1.4064620

Published Online: February 15, 2024

View Article titled, Development and Verification of a Higher-Order Computational Fluid Dynamics Solver

Topics: Errors, Geometry, Computational fluid dynamics, Navier-Stokes equations

Journal Articles

Discretization Error Estimation Using the Unsteady Error Transport Equations

Hongyu Wang, Weicheng Xue, William Jordan, Christopher J. Roy

Publisher: ASME

J. Verif. Valid. Uncert. December 2023, 8(4): 041002.

Paper No: VVUQ-23-1001

https://doi.org/10.1115/1.4064580

Published Online: February 5, 2024

View Article titled, Discretization Error Estimation Using the Unsteady Error Transport Equations

Topics: Errors, Vortices

Journal citation

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Supplemental Material

The Propagation and Reduction of Uncertainty Left Unquantified by Confidence Intervals, p -Values, Neural Network Predictions, Posterior Distributions, and Other Statistical Results

Solution Verification of Anomalous Waves in Nonideal Gases

Machine Learning-Based Resilience Modeling and Assessment of High Consequence Systems Under Uncertainty

Reliability Analysis for Rotate Vector Reducer by Combining Polynomial Chaos Expansion and Saddlepoint Approximation Considering Multi-Failure Modes

A Framework for Developing Systematic Testbeds for Multifidelity Optimization Techniques

Sparse Identification of Nonlinear Dynamics-Based Feature Extraction for Data Driven Model Predictive Control of a Buck Boost Switch Mode Power Supply

A Curved Surface Integral Method for Reliability Analysis of Multiple Failure Modes System With Nonoverlapping Failure Domains

Model Parameter Calibration for Vibration Fatigue Analysis by Means of Bayesian Updating and Artificial Neural Network Based Surrogate Models

Automatic Ground-Truth Image Labeling for Deep Neural Network Training and Evaluation Using Industrial Robotics and Motion Capture

A Bayesian Multi-Fidelity Neural Network to Predict Nonlinear Frequency Backbone Curves

Uncertainty Quantification of a Machine Learning Model for Identification of Isolated Nonlinearities With Conformal Prediction

Uncertainty Quantification for Multidimensional Correlated Flow Field Responses

Approximate Integral Method for Nonlinear Reliability Analysis

Repeatability in Measurements and Control Settings of a Small Francis Turbine Test Rig

Uncertainty Separation Method for Simulation With Image and Numerical Data

Posterior Covariance Matrix Approximations

Influence of Sampling Rate on Reproducibility and Accuracy of Miniature Kolsky Bar Experiments

Impact of Imperfect Kolsky Bar Experiments Across Different Scales Assessed Using Finite Elements

Development and Verification of a Higher-Order Computational Fluid Dynamics Solver

Discretization Error Estimation Using the Unsteady Error Transport Equations

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