ReaxFF潜力的适用性,用于在低温和高温下对的MD建模
P S Krstic1, S Dwivedi2,3, A C T van Duin3
1TheoretiK, NY, 10562, Ossining, USA. krsticps@gmail.com.
Physical chemistry chemical physics : PCCP
|December 22, 2025
概括
这项研究对原子尺度模型进行了基准测试,发现ReaxFF在800K以上的核聚变和电池模拟中不可靠. 需要仔细验证才能准确地建模的行为.
科学领域:
- 材料科学 材料科学 材料科学
- 计算物理 计算物理
- 化学工程是化学工程的重要组成部分.
背景情况:
- 对原子尺度行为的准确建模对于聚变能源组件和离子电池至关重要.
- 模拟在各种相位系统中存在挑战,特别是在高温下.
研究的目的:
- 为了对ReaxFF,2NN-MEAM和SNAP原子间潜力的性能进行基准测试,用于建模.
- 评估这些潜力的定量可靠性,在100-1000K的温度范围内.
主要方法:
- 用分子动力学模拟来模拟的行为.
- 集成和冷却协议被仔细控制,以确保可靠的比较.
- 模拟结果与实验数据进行了对比.
主要成果:
- ReaxFF潜力与800K以上的实验数据有显著的差异.
- 在1000K时,ReaxFF低估了10%的密度,高估了扩散性.
- 对辐射分布函数和协调配置文件的分析表明,在高温下的ReaxFF模拟中存在过度混乱.
结论:
- ReaxFF提供了定性见解,但对于高温 (800K以上) 的无序缺乏定量可靠性.
- 核对*ab initio*或实验数据的验证对于融合和电池应用中的ReaxFF至关重要.
- 原子间电位和热史的选择显著影响了的玻璃相建模的准确性.
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