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Solving probabilistic inverse problems rapidly with prior samples

Kaufl, Paul; Valentine, Andrew; de Wit, Ralph W.; Trampert, Jeannot

Description

Owing to the increasing availability of computational resources, in recent years the probabilistic solution of non-linear, geophysical inverse problems by means of sampling methods has become increasingly feasible. Nevertheless, we still face situations in which a Monte Carlo approach is not practical. This is particularly true in cases where the evaluation of the forward problem is computationally intensive or where inversions have to be carried out repeatedly or in a timely manner, as in...[Show more]

CollectionsANU Research Publications
Date published: 2016
Type: Journal article
URI: http://hdl.handle.net/1885/152811
Source: Geophysical Journal International
DOI: 10.1093/gji/ggw108
Access Rights: Open Access

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