Generalized Multifidelity Active Learning for Gaussian-process-based Reliability Analysis.
Anirban ChaudhuriKaren WillcoxPublished in: DDDAS (2022)
Keyphrases
- gaussian process
- reliability analysis
- active learning
- semi supervised
- gaussian processes
- regression model
- bayesian framework
- gaussian process regression
- hyperparameters
- random sampling
- latent variables
- model selection
- covariance function
- sparse approximations
- learning algorithm
- machine learning
- survival analysis
- training set
- gaussian process models
- learning process
- closed form
- expectation propagation