Automated Construction of Neural Network Potential Energy Surface: The Enhanced Self-Organizing Incremental Neural Network Deep Potential Method.
Mingyuan XuTong ZhuJohn Z. H. ZhangPublished in: J. Chem. Inf. Model. (2021)
Keyphrases
- neural network
- neural network is trained
- fuzzy neural network
- significant improvement
- network model
- detection method
- neural network model
- artificial neural networks
- back propagation neural network
- prediction model
- basis functions
- feed forward neural networks
- reconstruction method
- training process
- neural nets
- bp neural network
- fully automatic
- probabilistic model
- pairwise
- cross section
- surface meshes
- backpropagation neural network
- method based on wavelet
- convergence rate
- incremental learning
- back propagation
- clustering method
- high accuracy
- cost function
- objective function
- three dimensional