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Johnathan M. Bardsley, Per Christian Hansen. MCMC Algorithms for Computational UQ of Nonnegativity Constrained Linear Inverse Problems. SIAM J. Scientific Computing, 42(2), 2020. [doi]
Abstract is missing.