Multi-information source Bayesian optimization of culture media for cellular agriculture.

Cosenza, Zachary; Astudillo, Raul; Frazier, Peter I; Baar, Keith; Block, David E

Cosenza, Zachary; Astudillo, Raul; Frazier, Peter I; Baar, Keith; Block, David E.

Afiliação

Cosenza Z; Department of Chemical Engineering, University of California Davis, Davis, California, USA.
Astudillo R; Operations Research and Information Engineering, Cornell University, Ithaca, New York, USA.
Frazier PI; Operations Research and Information Engineering, Cornell University, Ithaca, New York, USA.
Baar K; Departments of Neurobiology, Physiology, and Behavior and Physiology and Membrane Biology, University of California Davis, Davis, California, USA.
Block DE; Department of Viticulture and Enology, University of California, Davis, USA.

Biotechnol Bioeng ; 119(9): 2447-2458, 2022 09.

Article em En | MEDLINE | ID: mdl-35538846

Assuntos

Algoritmos; Modelos Biológicos; Agricultura; Animais; Teorema de Bayes; Meios de Cultura; Camundongos

Palavras-chave

Bayesian optimization; Gaussian process; cellular agriculture; expected improvement; media optimization; multi-information source

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Limite: Animals Idioma: En Ano de publicação: 2022 Tipo de documento: Article

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