Direct Optimization across Computer-Generated Reaction Networks Balances Materials Use and Feasibility of Synthesis Plans for Molecule Libraries

Author:

Gao Hanyu1ORCID,Pauphilet Jean2ORCID,Struble Thomas J.1ORCID,Coley Connor W.1ORCID,Jensen Klavs F.1

Affiliation:

1. Department of Chemical Engineering, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, Massachusetts 02139, United States

2. London Business School, Regent’s Park, London NW1 4SA, U.K.

Funder

Defense Advanced Research Projects Agency

MIT Machine Learning for Pharmaceutical Discovery and Synthesis Consortium

Publisher

American Chemical Society (ACS)

Subject

Library and Information Sciences,Computer Science Applications,General Chemical Engineering,General Chemistry

Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Finding optimal pathways in chemical reaction networks using Ising machines;Physical Review Research;2024-01-29

2. Prediction of product distribution using machine learning techniques;Computer Aided Chemical Engineering;2023

3. Machine intelligence for chemical reaction space;WIREs Computational Molecular Science;2022-03-07

4. Towards a chemistry-informed paradigm for designing molecules;Current Opinion in Chemical Engineering;2022-03

5. Applications of Artificial Intelligence in Drug Design: Opportunities and Challenges;Artificial Intelligence in Drug Design;2021-11-04

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