遇见数据集

Data to support "Physics-based representations for machine learning properties of chemical reactions

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Zenodo2022-11-02 更新2026-05-25 收录
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4 datasets of reaction data: 1. SN2-20 dataset adapted from https://iopscience.iop.org/article/10.1088/2632-2153/aba822/meta 2. Proparg-21-TS dataset from https://pubs.rsc.org/en/content/articlehtml/2021/sc/d1sc00482d 3. GDB7-22-TS dataset from https://www.nature.com/articles/s41597-020-0460-4 4. Our Hydroform-22-TS dataset of 2,350 structures of reactant and product structures and associated barriers In all cases, there are xyz files of reactant(s) and product(s) structures, and a csv file of associated properties (reaction energies for the first case, e.e. values for the second, and barriers for the third and fourth). For example usage see https://github.com/lcmd-epfl/b2r2-reaction-rep

本数据集包含4套反应数据:1. SN2-20数据集,改编自https://iopscience.iop.org/article/10.1088/2632-2153/aba822/meta;2. Proparg-21-TS数据集,来源为https://pubs.rsc.org/en/content/articlehtml/2021/sc/d1sc00482d;3. GDB7-22-TS数据集,来源为https://www.nature.com/articles/s41597-020-0460-4;4. 本团队构建的Hydroform-22-TS数据集,包含2350组反应物与产物结构及对应反应能垒数据。所有数据集均附带反应物、产物结构的XYZ格式文件,以及包含相关属性的CSV文件:第一套数据集的属性为反应能,第二套为对映体过量值(enantiomeric excess,简称e.e.),第三、四套则为反应能垒。如需了解使用示例,请访问https://github.com/lcmd-epfl/b2r2-reaction-rep。

提供机构:
Zenodo
创建时间:
2022-06-09
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