Boosting(机器学习)
材料科学
面(心理学)
抗菌剂
纳米技术
机器学习
微生物学
生物
计算机科学
心理学
社会心理学
人格
五大性格特征
作者
Kun Yu,Huichao Ji,Guangli Ye,Liangjie Fu,Xiongbo Dong,Huaming Yang
标识
DOI:10.1002/adfm.202418440
摘要
Abstract Reactive oxygen species (ROS) have been growing as an emerging “hot” topic in antimicrobial applications. However, optimizing antimicrobial activity by enhancing ROS generation remains a formidable challenge. Here, using bassanite as a proof of concept, the facet engineering of bassanite matrix can enhance the ROS generation efficiency via tuning the d ‐band center of Cu atom is proposed. Theoretical calculation and experimental investigations reveal that the d ‐band center of Cu atoms is significantly shifted upward when Cu doped into the (204) facet of bassanite compared to the (400) facet. A higher d ‐band center facilitates adsorption and activation between Cu and O 2 through the formation of stronger d ‐ π * orbital hybridization, resulting in increased ROS production. Through engineering, the material exhibits better antimicrobial activity when Cu doped into the (204) facet, which presents a clear potential in construction materials and personal protection. This work shed light on designing new materials with high antimicrobial activity and the application of facet engineering.
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