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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

Special Section: 10th International Conference on Inverse Problems in Engineering ICIPE 22, May 15–19, 2022, Francavilla al Mare (Chieti), Italy

Filippo de Monte
Journal: Journal of Verification, Validation and Uncertainty Quantification
Publisher: ASME
Article Type: Guest Editorial
J. Verif. Valid. Uncert. December 2022, 7(4): 040301.
Paper No: VVUQ-22-1031
https://doi.org/10.1115/1.4056549
Published Online: January 5, 2023
View Article titled, Special Section: 10th International Conference on Inverse Problems in Engineering ICIPE 22, May 15–19, 2022, Francavilla al Mare (Chieti), Italy
Open the PDF for Special Section: 10th International Conference on Inverse Problems in Engineering ICIPE 22, May 15–19, 2022, Francavilla al Mare (Chieti), Italy in another window
Topics: Inverse problems
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