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...

Descripción completa

Guardado en:

Detalles Bibliográficos
Autores principales:	Sun-Ting Tsai, En-Jui Kuo, Pratyush Tiwary
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2020
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/b8be5637b2ea4eada6f89c34651af171
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

id	oai:doaj.org-article:b8be5637b2ea4eada6f89c34651af171
record_format	dspace
spelling	oai:doaj.org-article:b8be5637b2ea4eada6f89c34651af1712021-12-02T18:01:42ZLearning molecular dynamics with simple language model built upon long short-term memory neural network10.1038/s41467-020-18959-82041-1723https://doaj.org/article/b8be5637b2ea4eada6f89c34651af1712020-10-01T00:00:00Zhttps://doi.org/10.1038/s41467-020-18959-8https://doaj.org/toc/2041-1723Artificial 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.Sun-Ting TsaiEn-Jui KuoPratyush TiwaryNature PortfolioarticleScienceQENNature Communications, Vol 11, Iss 1, Pp 1-11 (2020)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Sun-Ting Tsai En-Jui Kuo Pratyush Tiwary Learning molecular dynamics with simple language model built upon long short-term memory neural network
description	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.
format	article
author	Sun-Ting Tsai En-Jui Kuo Pratyush Tiwary
author_facet	Sun-Ting Tsai En-Jui Kuo Pratyush Tiwary
author_sort	Sun-Ting Tsai
title	Learning molecular dynamics with simple language model built upon long short-term memory neural network
title_short	Learning molecular dynamics with simple language model built upon long short-term memory neural network
title_full	Learning molecular dynamics with simple language model built upon long short-term memory neural network
title_fullStr	Learning molecular dynamics with simple language model built upon long short-term memory neural network
title_full_unstemmed	Learning molecular dynamics with simple language model built upon long short-term memory neural network
title_sort	learning molecular dynamics with simple language model built upon long short-term memory neural network
publisher	Nature Portfolio
publishDate	2020
url	https://doaj.org/article/b8be5637b2ea4eada6f89c34651af171
work_keys_str_mv	AT suntingtsai learningmoleculardynamicswithsimplelanguagemodelbuiltuponlongshorttermmemoryneuralnetwork AT enjuikuo learningmoleculardynamicswithsimplelanguagemodelbuiltuponlongshorttermmemoryneuralnetwork AT pratyushtiwary learningmoleculardynamicswithsimplelanguagemodelbuiltuponlongshorttermmemoryneuralnetwork
_version_	1718378949905481728

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

Ejemplares similares