VIP - Variational Inversion Package with example implementations of Bayesian tomographic imaging

Bayesian inference has become an important methodology to solve inverse problems and to quantify uncertainties in their solutions. Variational inference is a method that provides probabilistic, Bayesian solutions efficiently by using optimisation. In this study we present a Python Variational Invers...

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Bibliographic Details
Published in:Seismica
Main Authors: Xin Zhang, Andrew Curtis
Format: Article
Language:English
Published: McGill University 2024-05-01
Online Access:https://seismica.library.mcgill.ca/article/view/1143