Computer Modeling and Machine Learning in Chemistry and Materials Science: From Properties and Reactions of Small Organic and Inorganic Molecules to the Smart Design of Polymers and Composites

Compounds Pub Date : 2023-08-24 DOI:10.3390/compounds3030034
Alexander S. Novikov
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Abstract

Computer modeling, machine learning, and artificial intelligence are currently considered cutting-edge topics in chemistry and materials science. The application of information technologies in natural sciences can help researchers collect big data and understand patterns that are not obvious to humans. In this perspective, I would like to highlight the recent achievements of our research group and other researchers in relation to computer modeling and machine learning in chemistry and materials science.
化学和材料科学中的计算机建模和机器学习:从有机和无机小分子的性质和反应到聚合物和复合材料的智能设计
计算机建模、机器学习和人工智能目前被认为是化学和材料科学的前沿课题。信息技术在自然科学中的应用可以帮助研究人员收集大数据,了解人类不明显的模式。从这个角度来看,我想强调我们的研究小组和其他研究人员在化学和材料科学的计算机建模和机器学习方面取得的最新成就。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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CiteScore
2.30
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0.00%
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0
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