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Hamiltonian Monte Carlo and non-Gaussian random field priors for x-ray tomography
(2019)
Solving a statistical inverse problem requires selecting an appropriate prior distribution to model the phenomenon in question and using numerical algorithms, like MCMC methods, to calculate the estimates in practise. ...