量子化学
生化工程
计算机科学
领域(数学)
纳米技术
管理科学
分子动力学
化学
计算化学
工程类
材料科学
分子
数学
超分子化学
有机化学
纯数学
作者
Christian Sandoval‐Pauker,Sheng Yin,Alexandria Castillo,Neidy Ocuane,Diego Puerto-Diaz,D. Villagrán
出处
期刊:ACS ES&T engineering
[American Chemical Society]
日期:2023-10-12
卷期号:4 (1): 66-95
被引量:32
标识
DOI:10.1021/acsestengg.3c00227
摘要
The constant development of computer systems and infrastructure has allowed computational chemistry to become an important component of environmental chemistry research. In the past decade, the application of quantum and classical mechanical calculations to model and understand environmental systems has increased exponentially. In this review, we highlight various applications of computational chemistry techniques in areas of environmental chemistry research (e.g., wastewater/air treatment, sensing, biodegradation). We briefly describe each computational approach, starting with quantum chemistry principle methods followed by molecular mechanics (MM), molecular dynamics (MD), and hybrid QM/MM methods. The recent introduction of artificial intelligence and machine learning techniques and their potential to disrupt the field are also discussed. Challenges and current and future directions to address them are presented.
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