期刊
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY
卷 144, 期 34, 页码 15735-15744出版社
AMER CHEMICAL SOC
DOI: 10.1021/jacs.2c06143
关键词
-
资金
- Japan Science and Technology Agency (JST) CREST [JPMJCR17P2]
This study proposes the combination of high-throughput calculations and catalyst informatics as an alternative method for designing heterogeneous catalysts. By performing calculations on 1972 catalyst surface planes for the oxidative coupling of methane (OCM) reaction, key elements were unveiled and several catalysts for the OCM reaction were designed. The results suggest that designing catalysts using high-throughput calculations is achievable if appropriate trends and patterns within the generated data are identified.
The coupling of high-throughput calculations with catalyst informatics is proposed as an alternative way to design heterogeneous catalysts. High-throughput first-principles calculations for the oxidative coupling of methane (OCM) reaction are designed and performed where 1972 catalyst surface planes for the CH4 to CH3 reaction are calculated. Several catalysts for the OCM reaction are designed based on key elements that are unveiled via data visualization and network analysis. Among the designed catalysts, several active catalysts such as CoAg/TiO2, Mg/BaO, and Ti/BaO are found to result in high C-2 yield. Results illustrate that designing catalysts using high-throughput calculations is achievable in principle if appropriate trends and patterns within the data generated via high-throughput calculations are identified. Thus, high-throughput calculations in combination with catalyst informatics offer a potential alternative method for catalyst design.
作者
我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。
推荐
暂无数据