Prediction of Organic Reaction Outcomes Using Machine Learning

Computer assistance in synthesis design has existed for over 40 years, yet retrosynthesis planning software has struggled to achieve widespread adoption. One critical challenge in developing high-quality pathway suggestions is that proposed reaction steps often fail when attempted in the laboratory,...

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Bibliographic Details
Main Authors: Coley, Connor W., Barzilay, Regina, Jaakkola, Tommi S., Green, William H., Jensen, Klavs F., Coley, Connor Wilson
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:en_US
Published: American Chemical Society (ACS) 2017
Online Access:http://hdl.handle.net/1721.1/110706
https://orcid.org/0000-0002-8271-8723
https://orcid.org/0000-0002-2921-8201
https://orcid.org/0000-0002-2199-0379
https://orcid.org/0000-0001-7192-580X