Artificial-Intelligence-Driven Organic Synthesis-En Route towards Autonomous Synthesis?
- PMID: 31638733
- DOI: 10.1002/anie.201911062
Artificial-Intelligence-Driven Organic Synthesis-En Route towards Autonomous Synthesis?
Abstract
AI for chemistry: Automated synthesis can now be performed using an artificial intelligence algorithm to propose the synthetic route and a robotic microfluidic platform to execute the synthesis. This Highlight describes this approach towards small-molecule synthesis and reflects on the significance of this milestone in chemistry.
Keywords: automated synthesis; flow chemistry; machine learning; total synthesis.
© 2019 Wiley-VCH Verlag GmbH & Co. KGaA, Weinheim.
References
-
- K. C. Nicolaou, D. Vourloumis, N. Winssinger, P. S. Baran, Angew. Chem. Int. Ed. 2000, 39, 44-122;
-
- Angew. Chem. 2000, 112, 46-126.
-
- Y. LeCun, Y. Bengio, G. Hinton, Nature 2015, 521, 436-444.
-
- None
-
- A. Krizhevsky, I. Sutskever, G. Hinton, Proceedings of Advances in Neural Information Processing Systems 2012, 25, 1090-1098;