Machine Learning of Linear Differential Equations using Gaussian Processes.
Maziar RaissiGeorge E. KarniadakisPublished in: CoRR (2017)
Keyphrases
- gaussian processes
- differential equations
- machine learning
- gaussian process
- dynamical systems
- preference learning
- gaussian process regression
- hyperparameters
- multi task
- learning tasks
- runge kutta
- covariance function
- model selection
- partial differential equations
- closed form
- machine learning algorithms
- learning problems
- semi supervised learning
- active learning
- support vector machine
- feature selection
- gaussian process models
- text mining
- artificial neural networks
- decision trees
- computer vision