GridFF:在刚性基板上有效模拟有机分子
Indranil Mal1, Milan Kočí1,2, Paolo Nicolini1
1FZU - Institute of Physics of the Czech Academy of Sciences Na Slovance 2, Prague 18 200, Czech Republic.
Journal of chemical theory and computation
|November 26, 2025
概括
通过使用空间网格,GridFF显著加快了表面上的分子模拟,减少了数量级的计算成本. 这种方法可以在表面科学应用中快速,准确地建模分子行为.
科学领域:
- 计算化学的计算化学
- 表面科学是一门学科.
- 分子动力学分子动力学
背景情况:
- 在刚性基板上模拟分子相互作用是计算密集的.
- 传统的原子模型在复杂的表面现象所需的规模上扎.
研究的目的:
- 开发一种高效的计算方法,用于在刚性基板上模拟分子.
- 为了实现分子自我组装和表面吸附的高通量建模.
主要方法:
- GridFF将分子 - 基板相互作用投射到预先计算的空间网格上,使用三立方B-spline插曲.
- 该方法在开源FireCore包中实现,CPU和GPU版本均可用.
- 电网FF可以纳入来自*ab initio*电子密度的潜在.
主要成果:
- 在CPU上的传统全原子模拟中,GridFF实现了100-1000×的加速度.
- 通过GPU实现,每秒可以采样数百万个配置,以便快速探索.
- 与双向原子模型相比,力量和轨迹的准确性保持不变.
结论:
- GridFF为表面分子模拟提供了一个计算效率高,准确的方法.
- 该方法促进了分子自我组装,吸附和扫描探头操纵的高通量建模.
- 电网FF推进了研究复杂的表面科学现象的能力.
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