在水解码中推进材料建模,使用并发的有限元素和分子动力学多尺度框架.
Tim A Linke1,2, Dane M Sterbentz2, Jean-Pierre R Delplanque1
1University of California, Davis, Department of Mechanical and Aerospace Engineering, California 95616, USA.
Physical review. E
|December 23, 2025
概括
本研究介绍了一种结合有限元素方法与分子动态的多尺度模拟框架. 这种方法准确地模拟了极端条件下的材料的微尺度物理,为传统方法提供了可行的替代方案.
科学领域:
- 计算物理 计算物理
- 材料科学 材料科学 材料科学
- 多尺度建模多尺度建模
背景情况:
- 传统的状态方程 (EOS) 难以包含详细的微观物理.
- 粗粒度模型往往缺乏复杂物质行为的分辨率.
研究的目的:
- 提出一种新的多尺度模拟框架,将有限元法 (FEM) 与分子动力学 (MD) 结合起来.
- 通过使用在线原子模拟来绕过传统的EOS模型,以提高准确性.
- 为了使详细的微观物理纳入连续模拟.
主要方法:
- 将FEM与MD模拟进行合,以实现并发的连续性原子学方法.
- 使用升降和限制操作员来确保合一致性.
- 根据实验数据和传统的EOS模型验证框架.
主要成果:
- 该框架在极端条件下成功模拟了冲击驱动的液态动力流.
- 原子 EOS 评估证明是一种可行的,高效的替代传统方法.
- 在计算性能方面表现出99%效率的弱缩放.
结论:
- 开发的框架为大规模的多尺度建模提供了一个强大的工具.
- 它可以在极端条件下准确地表示材料中的微尺度物理.
- 该方法是传统EOS模型的可行替代方案,特别是对于等材料.
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