activity
20022023
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 · 689 across the 32 of their papers we have counts for

collaborators
Showing 2013 · math.NAShow all

2 papers · 2 filters

math.NA2013

Discretely exact derivatives for hyperbolic PDE-constrained optimization problems discretized by the discontinuous Galerkin method

Lucas C. Wilcox, Georg Stadler, Tan Bui-Thanh +1

This paper discusses the computation of derivatives for optimization problems governed by linear hyperbolic systems of partial differential equations (PDEs) that are discretized by…

math.NA2013★ 28 cited

A computational framework for infinite-dimensional Bayesian inverse problems. Part I: The linearized case, with application to global seismic inversion

Tan Bui-Thanh, Omar Ghattas, James Martin +1

We present a computational framework for estimating the uncertainty in the numerical solution of linearized infinite-dimensional statistical inverse problems. We adopt the Bayesian…