Alfano Antonella Ilenia, García-Lacuna Jorge, Griffiths Oliver M, Ley Steven V, Baumann Marcus
School of Chemistry, University College Dublin, Science Centre South Belfield Dublin 4 Ireland
Yusuf Hamied Department of Chemistry, University of Cambridge Lensfield Road CB2 1EW Cambridge UK
Chem Sci. 2024 Feb 28;15(13):4618-4630. doi: 10.1039/d3sc06808k. eCollection 2024 Mar 27.
This article defines the role that continuous flow chemistry can have in new reaction discovery, thereby creating molecular assembly opportunities beyond our current capabilities. Most notably the focus is based upon photochemical, electrochemical and temperature sensitive processes where continuous flow methods and machine assisted processing can have significant impact on chemical reactivity patterns. These flow chemical platforms are ideally placed to exploit future innovation in data acquisition, feed-back and control through artificial intelligence (AI) and machine learning (ML) techniques.
本文定义了连续流动化学在新反应发现中所能发挥的作用,从而创造出超出我们当前能力的分子组装机会。最值得注意的是,重点基于光化学、电化学和温度敏感过程,在这些过程中,连续流动方法和机器辅助处理会对化学反应模式产生重大影响。这些流动化学平台非常适合通过人工智能(AI)和机器学习(ML)技术来利用数据采集、反馈和控制方面的未来创新。