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在吸附系统中,扩展张量网络方法超越对交互
Anastasiia V Karpova1, Sergey S Akimenko1, Anastasiia I Uliankina1
1Omsk State Technical University, 11 Mira Avenue, Omsk 644050, Russian Federation.
The journal of physical chemistry. A
|April 1, 2025
概括
一个新的张量算法准确地模拟了具有多体相互作用的复杂系统. 这种方法显示"超级花"阶段的热稳定性较低,有利于更密集的无序结构.
科学领域:
- 计算物理 计算物理
- 材料科学 材料科学 材料科学
- 统计力学 统计力学
背景情况:
- 建模复杂的物理系统需要考虑多体相互作用.
- 像蒙特卡洛这样的传统方法在这些交互中面临着计算挑战.
研究的目的:
- 引入一个统一的张量算法,以有效地结合多体相互作用.
- 将此算法应用于特定的材料系统 (1,3,5-tris(4-pyridyl) 和铜在Au(111)).
主要方法:
- 开发一个统一的张量算法,用于最接近第三个邻居的相互作用.
- 应用于一个1,3,5-tris(4-pyridyl) 和铜在Au(111) 系统上的应用.
- 使用双向相互作用与许多体配置的显式DFT能量对比结果的比较.
主要成果:
- 观察到的定量和质量差异基于考虑了多少体相互作用.
- "超级花"阶段的热稳定性低于简单模型预测的.
- 在更高的温度下,比"超级花"阶段更喜欢更密集,更无序的结构.
结论:
- 统一张量算法为模拟具有多体相互作用的系统提供了更准确的方法.
- 该方法提高了对复杂材料相位稳定性和结构过渡的理解.
- 该算法为模拟复杂的物理和化学系统提供了新的途径.
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