Neural-net-induced Gaussian process regression for function approximation and PDE solution.
Guofei PangLiu YangGeorge E. KarniadakisPublished in: J. Comput. Phys. (2019)
Keyphrases
- function approximation
- neural nets
- gaussian process regression
- learning tasks
- reinforcement learning
- gaussian processes
- neural network
- radial basis function
- feed forward
- data sets
- back propagation
- artificial neural networks
- gaussian process
- rbfnn
- higher order
- transfer learning
- learning algorithm
- text classification
- learning problems
- decision making
- genetic algorithm
- data mining