Machine Learning Guides Peptide Nucleic Acid Flow Synthesis and Sequence Design.

Li, Chengxi; Zhang, Genwei; Mohapatra, Somesh; Callahan, Alex J; Loas, Andrei; Gómez-Bombarelli, Rafael; Pentelute, Bradley L

Li, Chengxi; Zhang, Genwei; Mohapatra, Somesh; Callahan, Alex J; Loas, Andrei; Gómez-Bombarelli, Rafael; Pentelute, Bradley L.

Afiliação

Li C; Department of Chemistry, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA, 02139, USA.
Zhang G; College of Chemical and Biological Engineering, Zhejiang University, No.866 Yuhangtang Road, Hangzhou, Zhejiang, 310030, P. R. China.
Mohapatra S; ZJU-Hangzhou Global Scientific and Technological Innovation Center, No.733 Jianshe San Road, Xiaoshan District, Hangzhou, Zhejiang, 311200, P. R. China.
Callahan AJ; Department of Chemistry, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA, 02139, USA.
Loas A; Department of Materials Science and Engineering, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA, 02139, USA.
Gómez-Bombarelli R; Department of Chemistry, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA, 02139, USA.
Pentelute BL; Department of Chemistry, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA, 02139, USA.

Adv Sci (Weinh) ; 9(34): e2201988, 2022 12.

Article em En | MEDLINE | ID: mdl-36270977

Assuntos

COVID-19; Diabetes Mellitus Tipo 2; Ácidos Nucleicos Peptídicos; Humanos; Ácidos Nucleicos Peptídicos/genética; SARS-CoV-2/genética; Aprendizado de Máquina

Palavras-chave

automated synthesis; drug design; machine learning; peptide nucleic acid; yield prediction

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Ácidos Nucleicos Peptídicos / Diabetes Mellitus Tipo 2 / COVID-19 Tipo de estudo: Prognostic_studies Limite: Humans Idioma: En Revista: Adv Sci (Weinh) Ano de publicação: 2022 Tipo de documento: Article

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