Boosting(机器学习)
催化作用
还原(数学)
可持续能源
Atom(片上系统)
材料科学
纳米技术
氧化还原
化学工程
化学
工程物理
工艺工程
计算机科学
嵌入式系统
工程类
可再生能源
冶金
有机化学
人工智能
电气工程
几何学
数学
作者
Ata Ur Rehman,Tianyu Zhao,Sining Yun,Kecan Dou,Weidong Zhu,Fu‐Min Zhang
标识
DOI:10.1002/cctc.202401186
摘要
Single‐atom catalysts (SACs) demonstrate high selectivity, maximal atom utilization, and unique active site configurations, establishing them as a rapidly expanding research field. Understanding the intrinsic relationship between structure and catalytic performance is crucial for the effective use of SACs in catalysis. However, providing a clear explanation of the coordination environment and intrinsic structural regulation of SACs remains a significant challenge for next‐generation renewable energy materials, especially in advanced oxidation and reduction processes critical for sustainable energy applications. This comprehensive review offers an in‐depth overview of the current progress and design of SACs, with a specific focus on precise synthesis, structural control, and the relationship between structure and performance. Furthermore, we elucidate the reaction mechanisms of various catalytic systems and the selective methods used to precisely synthesize and enhance catalytic reactions in the sustainable energy sector. Finally, this review explores the complex challenges in investigating and developing SACs and offers a perspective on solutions in advanced oxidation and reduction technologies for future research to overcome these challenges and achieve practical applications.
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