局部软化静态表面行走,用于快速探索波纹潜在能量表面
Tong Guan1, Cheng Shang1, Zhi-Pan Liu1,2,3
1Collaborative Innovation Center of Chemistry for Energy Material, Shanghai Key Laboratory of Molecular Catalysis and Innovative Materials, Key Laboratory of Computational Physical Science, Department of Chemistry, Fudan University, Shanghai 200433, China.
Journal of chemical theory and computation
|December 5, 2024
概括
我们开发了一种新方法,局部软化随机表面行走 (LS-SSW),以有效地探索材料的潜在能量表面. 这种方法克服了对共价键的挑战,加速了材料性质的发现.
科学领域:
- 计算化学的计算化学
- 材料科学 材料科学 材料科学
- 化学物理 化学物理
背景情况:
- 全球潜在能量表面 (PES) 勘探对于预测材料性质至关重要.
- 由于局部振动模式,对具有强共价键的系统来说,探索 PES 是一个挑战.
研究的目的:
- 开发一种有效的方法来探索波纹PES,特别是对于具有紧密共价键的系统.
- 提高反应路径采样和全球PES探索的准确性和速度.
主要方法:
- 开发了局部软化随机表面行走 (LS-SSW) 方法.
- LS-SSW使用自适应的对对处罚潜力修改振动模式空间.
- 这种方法软化了强大的本地模式,有助于勘探.
主要成果:
- 在PES搜索期间,LS-SSW显著减少了当地捕获时间.
- 在采样C4H6异构体的反应途径中表现出高效率.
- 成功地发现了全球最少的碳集群,高达360个原子.
- 为Fe7C3材料构建了总体PES.
结论:
- LS-SSW是一种通用且高效的方法,用于全球PES勘探和反应路径采样.
- 该方法有效地处理具有强大的局部模式的系统,加速材料发现.
- LS-SSW 推进了对各种材料的热力学和运动性质的预测.
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