Learning molecular dynamics with simple language model built upon long short-term memory neural network

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 physi...

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Auteurs principaux: Sun-Ting Tsai, En-Jui Kuo, Pratyush Tiwary
Format: article
Langue:EN
Publié: Nature Portfolio 2020
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Accès en ligne:https://doaj.org/article/b8be5637b2ea4eada6f89c34651af171
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