activity
20132026
most citedScalable and efficient algorithms for the propagation of uncertainty from data through inference to prediction for large-scale problems, with application to flow of the Antarctic ice sheet

171 citations · 211 across the 10 of their papers we have counts for

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Showing 2018Show all

2 papers · 1 filter

math.OC2018

Statistical Treatment of Inverse Problems Constrained by Differential Equations-Based Models with Stochastic Terms

Emil M. Constantinescu, Noemi Petra, Julie Bessac +1

This paper introduces a statistical treatment of inverse problems constrained by models with stochastic terms. The solution of the forward problem is given by a distribution repres…

math.OC2018★ 21 cited

Estimation of the Robin coefficient field in a Poisson problem with uncertain conductivity field

Ruanui Nicholson, Noemi Petra, Jari Kaipio

We consider the reconstruction of a heterogeneous coefficient field in a Robin boundary condition on an inaccessible part of the boundary in a Poisson problem with an uncertain (or…