Predicting the performance of an industrial furnace using Gaussian process and linear regression: A comparison.
Andrea GaleazziFrancesco de FuscoKristiano PriftiFrancesco GalloLorenz T. BieglerFlavio ManentiPublished in: Comput. Chem. Eng. (2024)
Keyphrases
- linear regression
- gaussian process
- least squares
- gaussian processes
- gaussian process regression
- approximate inference
- regression model
- bayesian framework
- latent variables
- model selection
- semi supervised
- covariance function
- nonlinear regression
- expectation propagation
- hyperparameters
- bayesian networks
- training data
- three dimensional
- feature selection
- machine learning