Bayes_Opt-SWMM: A Gaussian process-based Bayesian optimization tool for real-time flood modeling with SWMM.
Ahad Hasan TanimCorinne SmithAustin R. J. DowneyJasim ImranErfan GoharianPublished in: Environ. Model. Softw. (2024)
Keyphrases
- gaussian process
- gaussian processes
- marginal likelihood
- gaussian process models
- gaussian process regression
- regression model
- model selection
- approximate inference
- latent variables
- covariance function
- expectation propagation
- gaussian process classification
- fully bayesian
- dynamical models
- bayesian framework
- hyperparameters
- posterior distribution
- maximum likelihood
- semi supervised
- human pose estimation
- support vector
- machine learning
- sparse approximations