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Journal Articles

Posterior Covariance Matrix Approximations

Abigail C. Schmid, Stephen A. Andrews
Journal: Journal of Verification, Validation and Uncertainty Quantification
Publisher: ASME
Article Type: Research-Article
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
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Topics: Approximation, Calibration, Chain, Equations of state, Inverse problems, Specific heat, Thermal expansion, Uncertainty, Variational techniques, Temperature
Journal Articles

A Methodology for the Efficient Quantification of Parameter and Model Uncertainty

R. Feldmann, C. M. Gehb, M. Schaeffner, T. Melz
Journal: Journal of Verification, Validation and Uncertainty Quantification
Publisher: ASME
Article Type: Research-Article
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
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Topics: Algorithms, Calibration, Uncertainty, Cities, Chain, Damping
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

Why Do Verification and Validation?

Kenneth T. Hu, Thomas L. Paez
Journal: Journal of Verification, Validation and Uncertainty Quantification
Publisher: ASME
Article Type: Research-Article
J. Verif. Valid. Uncert. March 2016, 1(1): 011008.
Paper No: VVUQ-15-1056
https://doi.org/10.1115/1.4032564
Published Online: February 19, 2016
View Article titled, Why Do Verification and Validation?
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Topics: Chain, Decision making, Performance, Probability, Workshops (Work spaces), Modeling, Decision analysis, Failure, Risk, Uncertainty