Learning molecular dynamics with simple language model built upon long short-term memory neural network
oleh: Sun-Ting Tsai, En-Jui Kuo, Pratyush Tiwary
| Format: | Article |
|---|---|
| Diterbitkan: | Nature Portfolio 2020-10-01 |
Deskripsi
Artificial neural networks have been successfully used for language recognition. Tsai et al. use the same techniques to link between language processing and prediction of molecular trajectories and show capability to predict complex thermodynamics and kinetics arising in chemical or biological physics.