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05/26/2023
CUQIpy – Part II: computational uncertainty quantification for PDE-based inverse problems in Python
Inverse problems, particularly those governed by Partial Differential Eq...
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05/26/2023
CUQIpy – Part I: computational uncertainty quantification for inverse problems in Python
This paper introduces CUQIpy, a versatile open-source Python package for...
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07/19/2022
Horseshoe priors for edge-preserving linear Bayesian inversion
In many large-scale inverse problems, such as computed tomography and im...
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03/02/2022
Structural Gaussian Priors for Bayesian CT reconstruction of Subsea Pipes
A non-destructive testing (NDT) application of X-ray computed tomography...
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04/14/2021
A hybrid Gibbs sampler for edge-preserving tomographic reconstruction with uncertain view angles
In computed tomography, data consist of measurements of the attenuation ...
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06/09/2020