超越化学结构:下一代分子数据库的教训和指导原则
Timo Sommer1, Cian Clarke1, Max García-Melchor1,2,3
1School of Chemistry, CRANN and AMBER Research Centres, Trinity College Dublin, College Green Dublin 2 Ireland maxgarcia@cicenergigune.com.
Chemical science
|December 11, 2024
概括
分子和材料数据库对于化学研究至关重要. 本研究提出了量子原理,以统一分散的分子量子化学数据,提高研究的可访问性和整合性.
科学领域:
- 计算化学是一种计算化学.
- 材料科学是一种材料科学.
- 数据科学是数据科学.
背景情况:
- 含有量子化学数据的数据库对于化学研究至关重要.
- 材料项目证明了材料数据的成功整合.
- 分子量子化学数据目前是碎片化的.
研究的目的:
- 用量子化学数据审查和分析现有的分子和材料数据库.
- 为了确定当前分子量子化学数据可访问性的局限性.
- 提出开发综合分子量子数据库的原则.
主要方法:
- 分析当前的材料和分子数据库.
- 将洞察力蒸成指导原则 (量子).
- 基于FAIR数据原则 (可查找,可访问,可互操作,可重复使用).
主要成果:
- 材料社区从像材料项目这样的集成平台中受益.
- 分子量子数据是分散的,缺乏统一的框架.
- 提出了七个量子原则来指导数据库的开发.
结论:
- 拟议的QUANTUM原则旨在创建强大的,集成的分子数据库.
- 这些原则将增强分子量子数据库对研究人员的有用性.
- 通过这些指南,预计分子量子数据库的未来进展将通过这些指南.
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