Accelerating Bayesian inference in hydrological modeling with a mechanistic emulator.
David MachacPeter ReichertJörg RieckermannDario Del GiudiceCarlo AlbertPublished in: Environ. Model. Softw. (2018)
Keyphrases
- bayesian inference
- probabilistic model
- probabilistic modeling
- prior information
- hyperparameters
- bayesian model
- variational inference
- variational bayes
- markov networks
- statistical inference
- hidden variables
- particle filter
- gibbs sampler
- expectation propagation
- hierarchical bayesian
- pairwise
- prior distribution
- weighted model counting