A multiscale strategy for Bayesian inference using transport maps

Matthew Parno, Tarek Moselhy, Youssef Marzouk

In many inverse problems, model parameters cannot be precisely determined from observational data. Bayesian inference provides a mechanism for capturing the resulting parameter unc…