Chimera: enabling hierarchy based multi-objective optimization for self-driving laboratories

Author:

Häse Florian1234ORCID,Roch Loïc M.1234ORCID,Aspuru-Guzik Alán12345ORCID

Affiliation:

1. Department of Chemistry and Chemical Biology

2. Harvard University

3. Cambridge

4. USA

5. Department of Chemistry and Department of Computer Science

Abstract

Chimera enables multi-target optimization for experimentation or expensive computations, where evaluations are the limiting factor.

Publisher

Royal Society of Chemistry (RSC)

Subject

General Chemistry

Reference80 articles.

1. M. Awad and R.Khanna , in Multiobjective Optimization , Apress , Berkeley, CA , 2015 , pp. 185–208

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3. L. M. Roch , F.Häse , C.Kreisbeck , T.Tamayo-Mendoza , L. P. E.Yunker , J. E.Hein and A.Aspuru-Guzik , chemRxiv preprint chemRxiv:5953606 , 2018

4. D. Caramelli , D.Salley , A.Henson , G. A.Camarasa , S.Sharabi , G.Keenan and L.Cronin , 2018

5. Digitization of multistep organic synthesis in reactionware for on-demand pharmaceuticals

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