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Introduction
Foundation of Bayesian Inversion and Sampling Methods
Beyond the Random Walk: a Hybrid Monte Carlo Sampling
Interpret Model Complexity: Trans-Dimensional Markov Chain Monet Carlo Method
Accelerated Bayesian Inversion Using Parallel Tempering.

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