A semigroup method for high dimensional committor functions based on neural network.
Haoya LiYuehaw KhooYinuo RenLexing YingPublished in: MSML (2021)
Keyphrases
- neural network
- high dimensional
- experimental evaluation
- high accuracy
- basis functions
- classification method
- input data
- support vector machine
- preprocessing
- significant improvement
- dimensionality reduction
- clustering method
- detection method
- synthetic data
- objective function
- parameter space
- noisy data
- recurrent neural networks
- high precision
- neural nets
- segmentation algorithm
- nearest neighbor
- cost function
- k means
- image segmentation