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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
Journal: Journal of Verification, Validation and Uncertainty Quantification
Publisher: ASME
Article Type: Research-Article
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
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Topics: Artificial neural networks, Damage, Machine learning, Noise (Sound), Uncertainty quantification
Journal Articles

On the First-Order Optimization Methods in Deep Image Prior

Pasquale Cascarano, Giorgia Franchini, Federica Porta, Andrea Sebastiani
Journal: Journal of Verification, Validation and Uncertainty Quantification
Publisher: ASME
Article Type: Research-Article
J. Verif. Valid. Uncert. December 2022, 7(4): 041002.
Paper No: VVUQ-22-1016
https://doi.org/10.1115/1.4056470
Published Online: January 5, 2023
View Article titled, On the First-Order Optimization Methods in Deep Image Prior
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Topics: Noise (Sound), Optimization, Algorithms
Journal Articles

Operator-Based Uncertainty Quantification of Stochastic Fractional Partial Differential Equations

Ehsan Kharazmi, Mohsen Zayernouri
Journal: Journal of Verification, Validation and Uncertainty Quantification
Publisher: ASME
Article Type: Research-Article
J. Verif. Valid. Uncert. December 2019, 4(4): 041006.
Paper No: VVUQ-18-1034
https://doi.org/10.1115/1.4046093
Published Online: February 5, 2020
View Article titled, Operator-Based Uncertainty Quantification of Stochastic Fractional Partial Differential Equations
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Topics: Partial differential equations, Space, Uncertainty, Uncertainty quantification, Boundary-value problems, Dimensions, Stochastic processes, Noise (Sound), Differential equations, Stability
Journal Articles

Assessment of the Robustness of a Fixtureless Inspection Method for Nonrigid Parts Based on a Verification and Validation Approach

Sasan Sattarpanah Karganroudi, Jean-Christophe Cuillière, Vincent François, Souheil-Antoine Tahan
Journal: Journal of Verification, Validation and Uncertainty Quantification
Publisher: ASME
Article Type: Research-Article
J. Verif. Valid. Uncert. December 2017, 2(4): 041002.
Paper No: VVUQ-16-1027
https://doi.org/10.1115/1.4038917
Published Online: February 13, 2018
View Article titled, Assessment of the Robustness of a Fixtureless Inspection Method for Nonrigid Parts Based on a Verification and Validation Approach
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Topics: Computer-aided design, Deformation, Inspection, Noise (Sound), Robustness, Errors
Journal Articles

Dynamic Model Validation Metric Based on Wavelet Thresholded Signals

Andrew D. Atkinson, Raymond R. Hill, Joseph J. Pignatiello, Jr., G. Geoffrey Vining, Edward D. White, Eric Chicken
Journal: Journal of Verification, Validation and Uncertainty Quantification
Publisher: ASME
Article Type: Research-Article
J. Verif. Valid. Uncert. June 2017, 2(2): 021002.
Paper No: VVUQ-16-1034
https://doi.org/10.1115/1.4036965
Published Online: June 14, 2017
View Article titled, Dynamic Model Validation Metric Based on Wavelet Thresholded Signals
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Topics: Approximation, Signals, Simulation, Wavelets, Errors, Noise (Sound)
Journal Articles

Computationally Efficient Variational Approximations for Bayesian Inverse Problems

Panagiotis Tsilifis, Ilias Bilionis, Ioannis Katsounaros, Nicholas Zabaras
Journal: Journal of Verification, Validation and Uncertainty Quantification
Publisher: ASME
Article Type: Research-Article
J. Verif. Valid. Uncert. September 2016, 1(3): 031004.
Paper No: VVUQ-15-1041
https://doi.org/10.1115/1.4034102
Published Online: July 26, 2016
View Article titled, Computationally Efficient Variational Approximations for Bayesian Inverse Problems
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Topics: Approximation, Computation, Inverse problems, Noise (Sound), Optimization, Probability, Algorithms, Density, Chain, Dynamic systems
Journal Articles

Special Issue: Sandia V&V Challenge Problem

Ashley F. Emery
Journal: Journal of Verification, Validation and Uncertainty Quantification
Publisher: ASME
Article Type: Editorial
J. Verif. Valid. Uncert. March 2016, 1(1): 010201.
Paper No: VVUQ-16-1001
https://doi.org/10.1115/1.4032654
Published Online: February 19, 2016
View Article titled, Special Issue: Sandia V&V Challenge Problem
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Topics: Temperature, Uncertainty quantification, Algorithms, Biomedicine, Computation, Computational fluid dynamics, Engineering disciplines, Finite element methods, Mathematics, Noise (Sound)