Using Bayesian optimization to automate the calibration of complex hydrological models: Framework and application.
Jinfeng MaJing ZhangRuonan LiHua ZhengWeifeng LiPublished in: Environ. Model. Softw. (2022)
Keyphrases
- modeling framework
- probabilistic model
- bayesian framework
- complex systems
- physical systems
- generic model
- model driven
- efficient optimization
- theoretical framework
- mathematical framework
- response surface
- bayesian formulation
- statistical inference
- modeling method
- dynamic bayesian networks
- prior knowledge
- autocalibration
- process model
- bayesian models
- bayesian networks