Inverse Modeling of Hydrologic Parameters in CLM4 via Generalized Polynomial Chaos in the Bayesian Framework.
Georgios KaragiannisZhangshuan HouMaoyi HuangGuang LinPublished in: Comput. (2022)
Keyphrases
- bayesian framework
- hyperparameters
- expectation maximization
- prior distribution
- probability density function
- prior knowledge
- bayesian methods
- generative model
- maximum a posteriori
- gaussian process
- posterior probability
- maximum likelihood
- posterior distribution
- parameter estimation
- bayesian model
- em algorithm
- bayesian formulation
- parameter settings
- mixture model
- prior information
- bayesian inference
- data sets