Solving for high dimensional committor functions using neural network with online approximation to derivatives.
Haoya LiYuehaw KhooYinuo RenLexing YingPublished in: CoRR (2020)
Keyphrases
- neural network
- high dimensional
- online learning
- higher order
- low dimensional
- feature space
- artificial neural networks
- continuous functions
- real time
- dimensionality reduction
- pattern recognition
- neural network model
- error bounds
- metric space
- input space
- approximation algorithms
- data points
- support vector
- website
- kernel function
- radial basis function
- parameter space
- nearest neighbor
- queueing networks
- nonlinear functions