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Found 2 papers, 2 papers with code
Surrogate-assisted Bayesian inversion for landscape and basin evolution models
In this paper, we apply surrogate-assisted parallel tempering where that surrogate mimics a landscape evolution model by estimating the likelihood function from the model.
Bayeslands: A Bayesian inference approach for parameter uncertainty quantification in Badlands
The inference of unknown parameters is challenging due to the scarcity of data, sensitivity of the parameter setting and complexity of the Badlands model.
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