Massive computational acceleration by using neural networks to emulate mechanism-based biological models.

Wang, Shangying; Fan, Kai; Luo, Nan; Cao, Yangxiaolu; Wu, Feilun; Zhang, Carolyn; Heller, Katherine A; You, Lingchong

Wang, Shangying; Fan, Kai; Luo, Nan; Cao, Yangxiaolu; Wu, Feilun; Zhang, Carolyn; Heller, Katherine A; You, Lingchong.

Afiliação

Wang S; Department of Biomedical Engineering, Duke University, Durham, NC, 27708, USA.
Fan K; Department of Statistical Science, Duke University, Durham, NC, 27708, USA.
Luo N; Department of Biomedical Engineering, Duke University, Durham, NC, 27708, USA.
Cao Y; Department of Biomedical Engineering, Duke University, Durham, NC, 27708, USA.
Wu F; Department of Biomedical Engineering, Duke University, Durham, NC, 27708, USA.
Zhang C; Department of Biomedical Engineering, Duke University, Durham, NC, 27708, USA.
Heller KA; Department of Statistical Science, Duke University, Durham, NC, 27708, USA.
You L; Department of Biomedical Engineering, Duke University, Durham, NC, 27708, USA. you@duke.edu.

Nat Commun ; 10(1): 4354, 2019 09 25.

Article em En | MEDLINE | ID: mdl-31554788

Assuntos

Algoritmos; Simulação por Computador; Modelos Biológicos; Redes Neurais de Computação; Entropia; Escherichia coli/genética; Escherichia coli/metabolismo; Cinética; Processos Estocásticos

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Texto completo: 1 Coleções: 01-internacional Contexto em Saúde: 3_ND Base de dados: MEDLINE Assunto principal: Algoritmos / Simulação por Computador / Redes Neurais de Computação / Modelos Biológicos Tipo de estudo: Prognostic_studies Idioma: En Revista: Nat Commun Ano de publicação: 2019 Tipo de documento: Article

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