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Preconditioned Crank-Nicolson Markov chain Monte Carlo coupled with parallel tempering with uncertain hyperparameter

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Mendeley Data2021-05-11 更新2026-04-09 收录
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We extend pCN-PT algorithm to Bayesian inversion with uncertain hyperparameters (e.g., nugget, range, sill, ...) of multi-Gaussian fields. Here is a demonstration code.

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2021-05-11
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