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Transforming organic chemistry research paradigms: Moving from manual efforts to the intersection of automation and artificial intelligence

Authors :
Liu Chengchun
Chen Yuntian
Mo Fanyang
Source :
National Science Open, Vol 3 (2023)
Publication Year :
2023
Publisher :
Science Press, 2023.

Abstract

Organic chemistry is undergoing a major paradigm shift, moving from a labor-intensive approach to a new era dominated by automation and artificial intelligence (AI). This transformative shift is being driven by technological advances, the ever-increasing demand for greater research efficiency and accuracy, and the burgeoning growth of interdisciplinary research. AI models, supported by computational power and algorithms, are drastically reshaping synthetic planning and introducing groundbreaking ways to tackle complex molecular synthesis. In addition, autonomous robotic systems are rapidly accelerating the pace of discovery by performing tedious tasks with unprecedented speed and precision. This article examines the multiple opportunities and challenges presented by this paradigm shift and explores its far-reaching implications. It provides valuable insights into the future trajectory of organic chemistry research, which is increasingly defined by the synergistic interaction of automation and AI.

Details

Language :
English
ISSN :
20971168
Volume :
3
Database :
Directory of Open Access Journals
Journal :
National Science Open
Publication Type :
Academic Journal
Accession number :
edsdoj.4338689c44bc4d93aa78bcc0968ac88a
Document Type :
article
Full Text :
https://doi.org/10.1360/nso/20230037