Gaussian Process Modeling of Finite Element Models with Functional Inputs.
Matthias H. Y. TanPublished in: SIAM/ASA J. Uncertain. Quantification (2019)
Keyphrases
- gaussian process
- gaussian processes
- finite element model
- gaussian process models
- regression model
- gaussian process regression
- semi supervised
- model selection
- finite element
- hyperparameters
- approximate inference
- bayesian framework
- latent variables
- sparse approximations
- covariance function
- cross validation
- experimental data
- bayesian networks