Numerical Gaussian Processes for Time-Dependent and Nonlinear Partial Differential Equations.
Maziar RaissiParis PerdikarisGeorge E. KarniadakisPublished in: SIAM J. Sci. Comput. (2018)
Keyphrases
- gaussian processes
- nonlinear partial differential equations
- gaussian process
- gaussian process regression
- preference learning
- human pose estimation
- covariance function
- hyperparameters
- multi task
- bayesian framework
- gaussian process models
- regression model
- object recognition
- similarity measure
- non stationary
- model selection
- bayesian networks