计算机科学
过程(计算)
化学工业
生化工程
功能(生物学)
人工智能
管理科学
工程类
进化生物学
生物
环境工程
操作系统
作者
Chasheng He,Chengwei Zhang,Tengfei Bian,Kaixuan Jiao,Weike Su,Ke‐Jun Wu,An Su
出处
期刊:Processes
[Multidisciplinary Digital Publishing Institute]
日期:2023-01-19
卷期号:11 (2): 330-330
被引量:68
摘要
With the development of Industry 4.0, artificial intelligence (AI) is gaining increasing attention for its performance in solving particularly complex problems in industrial chemistry and chemical engineering. Therefore, this review provides an overview of the application of AI techniques, in particular machine learning, in chemical design, synthesis, and process optimization over the past years. In this review, the focus is on the application of AI for structure-function relationship analysis, synthetic route planning, and automated synthesis. Finally, we discuss the challenges and future of AI in making chemical products.
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