CatTestHub: A benchmarking database of experimental heterogeneous catalysis for evaluating advanced materials

IF 6.5 1区 化学 Q2 CHEMISTRY, PHYSICAL
Atharva S. Burte, Advaith Nair, Lars C. Grabow, Paul J. Dauenhauer, Susannah L. Scott, Omar A. Abdelrahman
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Abstract

The ability to quantitatively compare newly evolving catalytic materials and technologies is hindered by the widespread availability of catalytic data collected in a consistent manner. While certain catalytic chemistries have been widely studied across decades of scientific research, quantitative comparisons based on literature information is hindered by variability in reaction conditions, types of reported data, and reporting procedures. Here, we present CatTestHub, an open-access database dedicated to benchmarking experimental heterogeneous catalysis data. Combining systematically reported catalytic activity data for selected probe chemistries, with relevant material characterization information, and reactor configuration, the database provides a collection of catalytic benchmarks for distinct classes of active site functionality. Through key choices in data access, availability, and traceability, CatTestHub seeks to balance the fundamental information needs of chemical catalysis and the FAIR data design principles. Details of the database architecture and the means through which to navigate it are presented, highlighting examples of catalytic insights readily drawn from the available benchmarking data. In its current iteration, CatTestHub spans over 250 unique experimental data points, collected over 24 solid catalysts, that facilitated the turnover of 3 distinct catalytic chemistries. A roadmap is presented through which to expand the open-access platform that serves as a community wide benchmark, primarily through continuous addition of kinetic information on select catalytic systems by members of the heterogeneous catalysis community at large.

Abstract Image

对新发展的催化材料和技术进行定量比较的能力受到以一致方式收集的催化数据的广泛可用性的阻碍。虽然某些催化化学在数十年的科学研究中得到了广泛的研究,但由于反应条件、报告数据类型和报告程序等方面的差异,基于文献信息的定量比较受到了阻碍。在此,我们介绍 CatTestHub,这是一个专门用于基准测试异相催化实验数据的开放式数据库。该数据库结合了系统报告的特定探针化学催化活性数据、相关材料表征信息和反应器配置,为不同类别的活性位点功能提供了催化基准集合。通过在数据访问、可用性和可追溯性方面的关键选择,CatTestHub 力求在化学催化的基本信息需求和 FAIR 数据设计原则之间取得平衡。本文详细介绍了数据库架构和导航方法,并重点举例说明了从现有基准数据中随时可以获得的催化见解。CatTestHub 目前的迭代版本跨越了 250 多个独特的实验数据点,收集了 24 种固体催化剂,促进了 3 种不同催化化学反应的转换。我们提出了一个路线图,主要是通过广大异相催化社区成员不断增加有关选定催化系统的动力学信息,来扩展这个作为社区范围基准的开放存取平台。
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来源期刊
Journal of Catalysis
Journal of Catalysis 工程技术-工程:化工
CiteScore
12.30
自引率
5.50%
发文量
447
审稿时长
31 days
期刊介绍: The Journal of Catalysis publishes scholarly articles on both heterogeneous and homogeneous catalysis, covering a wide range of chemical transformations. These include various types of catalysis, such as those mediated by photons, plasmons, and electrons. The focus of the studies is to understand the relationship between catalytic function and the underlying chemical properties of surfaces and metal complexes. The articles in the journal offer innovative concepts and explore the synthesis and kinetics of inorganic solids and homogeneous complexes. Furthermore, they discuss spectroscopic techniques for characterizing catalysts, investigate the interaction of probes and reacting species with catalysts, and employ theoretical methods. The research presented in the journal should have direct relevance to the field of catalytic processes, addressing either fundamental aspects or applications of catalysis.
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