50 citations · 100 across the 11 of their papers we have counts for
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math.NA2015★ 15 cited
MAP Estimators for Piecewise Continuous Inversion
Matthew M. Dunlop, Andrew M. Stuart
We study the inverse problem of estimating a field from data comprising a finite set of nonlinear functionals of , subject to additive noise; we denote this observed data by…
math.PR2015
The Bayesian Formulation of EIT: Analysis and Algorithms
Matthew M. Dunlop, Andrew M. Stuart
We provide a rigorous Bayesian formulation of the EIT problem in an infinite dimensional setting, leading to well-posedness in the Hellinger metric with respect to the data. We foc…