Combining pre- and post-model information in the uncertainty quantification of non-deterministic models using an extended Bayesian melding approach.
Lechang YangYanling GuoPublished in: Inf. Sci. (2019)
Keyphrases
- prior knowledge
- probabilistic model
- partial information
- modeling framework
- parameter estimation
- computational model
- stochastic model
- analytical model
- decision theory
- experimental data
- statistical model
- mathematical model
- statistical models
- information sources
- neural network model
- computational models
- learning models
- bayesian methods
- information processing
- multiple models
- metamodel
- classification models
- mathematical models
- bayesian networks
- decision theoretic
- accurate models
- prediction model
- bayesian models
- mixed effects
- hybrid model
- neural network
- incomplete information
- probability distribution
- decision making