分子自行校正以促进分子设计.
Alan Kerstjens1, Hans De Winter2
1Laboratory of Medicinal Chemistry, Department of Pharmaceutical Sciences, University of Antwerp, Universiteitslaan 1, 2610, Wilrijk, Belgium.
Journal of computer-aided molecular design
|February 16, 2024
概括
我们开发了一个分子校正算法来修复化学无效的分子图. 这种方法将无效分子转化为有效的模拟物,改进了计算分子设计.
科学领域:
- 计算化学是一种计算化学.
- 化学信息学 化学信息学
- 药物发现 药物发现
背景情况:
- 通过计算来设计新型分子是具有挑战性的,因为难以确保化学有效性.
- 不有效的分子结构可能会阻碍药物发现和材料科学中的下游应用.
研究的目的:
- 介绍一种用于纠正化学无效分子图的新算法.
- 从无效的输入中生成结构相关,有效的分子对应物.
主要方法:
- 该算法采用了树搜索策略.
- 校正策略被用来最大限度地降低将无效图形转化为有效图形的成本.
主要成果:
- 该算法成功地将无效的分子图形转化为化学上有效的类似物.
- 在后处理和集成分子生成工作流程中证明了适用性.
结论:
- 提出的分子校正算法提供了一个强大的解决方案,以确保计算分子设计中的化学合理性.
- 这种方法提高了人工智能驱动的分子设计工具的可靠性.
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