想象一个分子动力学轨迹的能量景观
Vilmos Neuman1,2, Patryk A Wesołowski2, Krzysztof K Bojarski3,4
1Department of Chemistry, Physical and Theoretical Chemistry Laboratory, University of Oxford, South Parks Road, Oxford OX1 3QZ, United Kingdom.
The Journal of chemical physics
|January 23, 2026
概括
我们开发了一个开源程序,使用断开连接图可视化分子动力学能量景观. 该工具有效地从模拟数据中直接识别构造路径和层次结构,而无需进行几何优化.
科学领域:
- 计算化学的计算化学
- 生物物理学的生物物理.
- 材料科学 材料科学 材料科学
背景情况:
- 分子动力学 (MD) 模拟产生了大量的数据.
- 想象MD探索的复杂的能源景观是一项挑战.
- 解释形状变化和路径需要高效的分析工具.
研究的目的:
- 引入一个开源程序,用于将MD轨迹转换为断开连接图.
- 为了提供能源景观的简洁和可解释的可视化.
- 为了使探索的构造空间在没有几何优化的情况下进行直接分析.
主要方法:
- 将萨维茨基-戈莱平滑应用于每个的热力学痕迹 (潜在能量或度).
- 识别局部极端作为最小值和过渡状态的代理.
- 生成用于断开连接图构建的文件,兼容各种集合和模拟类型.
主要成果:
- 在标准硬件上快速处理大型MD数据集 (10^4-10^5).
- 产生能源景观拓学的近似表示.
- 在选定的分辨率上捕捉访问的结构和路径,反映MD时间表.
结论:
- 开发的程序提供了一种有效的方法来分析MD模拟数据.
- 断开连接图提供了可解释的结构概要的构造层次结构.
- 这种方法有助于从模拟中直接了解分子行为和景观组织.
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