A machine learning Automated Recommendation Tool for synthetic biology

Synthetic Biology often lacks the predictive power needed for efficient bioengineering. Here the authors present ART, a machine learning and probabilistic predictive tool to guide synthetic biology design in a systematic fashion.

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Detalles Bibliográficos
Autores principales:	Tijana Radivojević, Zak Costello, Kenneth Workman, Hector Garcia Martin
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2020
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/455f2430ea684546ad27c6da83f32506
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

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spelling	oai:doaj.org-article:455f2430ea684546ad27c6da83f325062021-12-02T15:14:37ZA machine learning Automated Recommendation Tool for synthetic biology10.1038/s41467-020-18008-42041-1723https://doaj.org/article/455f2430ea684546ad27c6da83f325062020-09-01T00:00:00Zhttps://doi.org/10.1038/s41467-020-18008-4https://doaj.org/toc/2041-1723Synthetic Biology often lacks the predictive power needed for efficient bioengineering. Here the authors present ART, a machine learning and probabilistic predictive tool to guide synthetic biology design in a systematic fashion.Tijana RadivojevićZak CostelloKenneth WorkmanHector Garcia MartinNature PortfolioarticleScienceQENNature Communications, Vol 11, Iss 1, Pp 1-14 (2020)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Tijana Radivojević Zak Costello Kenneth Workman Hector Garcia Martin A machine learning Automated Recommendation Tool for synthetic biology
description	Synthetic Biology often lacks the predictive power needed for efficient bioengineering. Here the authors present ART, a machine learning and probabilistic predictive tool to guide synthetic biology design in a systematic fashion.
format	article
author	Tijana Radivojević Zak Costello Kenneth Workman Hector Garcia Martin
author_facet	Tijana Radivojević Zak Costello Kenneth Workman Hector Garcia Martin
author_sort	Tijana Radivojević
title	A machine learning Automated Recommendation Tool for synthetic biology
title_short	A machine learning Automated Recommendation Tool for synthetic biology
title_full	A machine learning Automated Recommendation Tool for synthetic biology
title_fullStr	A machine learning Automated Recommendation Tool for synthetic biology
title_full_unstemmed	A machine learning Automated Recommendation Tool for synthetic biology
title_sort	machine learning automated recommendation tool for synthetic biology
publisher	Nature Portfolio
publishDate	2020
url	https://doaj.org/article/455f2430ea684546ad27c6da83f32506
work_keys_str_mv	AT tijanaradivojevic amachinelearningautomatedrecommendationtoolforsyntheticbiology AT zakcostello amachinelearningautomatedrecommendationtoolforsyntheticbiology AT kennethworkman amachinelearningautomatedrecommendationtoolforsyntheticbiology AT hectorgarciamartin amachinelearningautomatedrecommendationtoolforsyntheticbiology AT tijanaradivojevic machinelearningautomatedrecommendationtoolforsyntheticbiology AT zakcostello machinelearningautomatedrecommendationtoolforsyntheticbiology AT kennethworkman machinelearningautomatedrecommendationtoolforsyntheticbiology AT hectorgarciamartin machinelearningautomatedrecommendationtoolforsyntheticbiology
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A machine learning Automated Recommendation Tool for synthetic biology

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