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Geophysical imaging using trans-dimensional trees.

Hawkins, Rhys; Sambridge, Malcolm


In geophysical inversion, inferences of Earth's properties from sparse data involve a trade-off between model complexity and the spatial resolving power. A recent Markov chain Monte Carlo (McMC) technique formalized by Green, the so-called trans-dimensional samplers, allows us to sample between these trade-offs and to parsimoniously arbitrate between the varying complexity of candidate models. Here we present a novel framework using trans-dimensional sampling over tree structures. This new...[Show more]

CollectionsANU Research Publications
Date published: 2015
Type: Journal article
Source: Geophysical Journal International
DOI: 10.1093/gji/ggv326
Access Rights: Open Access


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