In the field of experimental heterogeneous catalysis, the generation, analysis, and curation of large-scale, high-quality datasets are crucial yet challenging. This work highlights the significance of proper data reporting and curation through a case study on propane dehydrogenation over Ga/H-ZSM-5 catalysts. We demonstrate the challenges and benefits of analyzing larger datasets across multiple publications in the identification of active structures and elucidation of reaction mechanisms. The findings highlight the need for reporting reliable datasets in accessible format to facilitate integration and comparison of catalytic data across different studies, potentially leading to novel scientific insights.

中文翻译：

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通过更好的数据报告和管理促进催化研究：Ga/H-ZSM-5 丙烷脱氢的案例研究


在实验多相催化领域，大规模、高质量数据集的生成、分析和策展至关重要，但也极具挑战性。这项工作通过对 Ga/H-ZSM-5 催化剂丙烷脱氢的案例研究，强调了适当数据报告和管理的重要性。我们展示了在多个出版物中分析大型数据集在鉴定活性结构和阐明反应机理方面的挑战和好处。研究结果强调需要以可访问的格式报告可靠的数据集，以促进不同研究之间催化数据的整合和比较，从而可能带来新的科学见解。