2 papers
math.OC2026
Path-OED for infinite-dimensional Bayesian linear inverse problems governed by PDEs
J. Nicholas Neuberger, Alen Alexanderian, Bart van Bloemen Waanders +1
We consider infinite-dimensional Bayesian linear inverse problems governed by time-dependent partial differential equations (PDEs) and develop a mathematical and computational fram…
math.NA2024
Goal oriented optimal design of infinite-dimensional Bayesian inverse problems using quadratic approximations
J. Nicholas Neuberger, Alen Alexanderian, Bart van Bloemen Waanders
We consider goal-oriented optimal design of experiments for infinite-dimensional Bayesian linear inverse problems governed by partial differential equations (PDEs). Specifically, w…