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Multi‐information source Bayesian optimization of culture media for cellular agriculture

  • Published:2022-05-27 Issue:9 Volume:119 Page:2447-2458
  • ISSN:0006-3592
  • Container-title:Biotechnology and Bioengineering
  • language:en
  • Short-container-title:Biotech & Bioengineering

Author:

Cosenza Zachary1ORCID,Astudillo Raul2,Frazier Peter I.2,Baar Keith3,Block David E.4ORCID

Affiliation:

1. Department of Chemical Engineering University of California Davis Davis California USA

2. Operations Research and Information Engineering Cornell University Ithaca New York USA

3. Departments of Neurobiology, Physiology, and Behavior and Physiology and Membrane Biology University of California Davis Davis California USA

4. Department of Viticulture and Enology University of California Davis USA

Publisher

Wiley

Subject

Applied Microbiology and Biotechnology,Bioengineering,Biotechnology

Reference25 articles.

1. Nonconvex optimization of desirability functions

2. Stochastic Kriging for Simulation Metamodeling

3. Max‐value entropy search for multi‐objective Bayesian optimization;Belakaria S.;Advances in Neural Information Processing Systems,2019

4. Serum‐free cell culture: the serum‐free media interactive online;Brunner D.;Database,2010

5. Bayesian parameter estimation with informative priors for nonlinear systems
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