Calculations of Sobol indices for the Gaussian process metamodel.
Amandine MarrelBertrand IoossBéatrice LaurentOlivier RoustantPublished in: Reliab. Eng. Syst. Saf. (2009)
Keyphrases
- gaussian process
- metamodel
- gaussian processes
- modeling language
- gaussian process regression
- bayesian framework
- development process
- black box
- uml profile
- regression model
- software systems
- data model
- life cycle
- latent variables
- hyperparameters
- model selection
- design patterns
- semi supervised
- gaussian process models
- covariance function
- expectation propagation
- sparse approximations
- database
- prior knowledge
- databases
- random sampling
- cross validation
- clustering algorithm