适应性格子气体算法:经典和量子实现
Niccolò Fonio1, Pierre Sagaut1, Ljubomir Budinski2
1M2P2 Laboratory, Aix Marseille Université, Centrale Med, CNRS, UMR 7340, 13013 Marseille, France.
Physical review. E
|October 21, 2025
概括
这项研究引入了一个自适应格子-气体算法,通过执行碰撞的一小部分来复制格子博尔兹曼方法模拟. 还开发了一种量子算法,用于使用线性碰撞运算符模拟非线性系统.
科学领域:
- 计算物理 计算物理
- 量子计算是一种量子计算.
- 非线性动力学是一种非线性动力学.
背景情况:
- 格子气体算法 (LGA) 是模拟非线性系统的计算方法.
- 现有的LGA包括二进制格子气细胞自动机,整数格子气算法 (ILGA) 和格子博尔兹曼方法 (LBM).
研究的目的:
- 开发一种可适应的格子气体算法,以实现LBM模拟结果.
- 用线性碰撞运算符设计一个量子算法来模拟非线性系统.
主要方法:
- 开发了一种一维的ILGA,可以执行一小部分可能的碰撞.
- 适应碰撞分数以匹配LBM平衡分布.
- 设计了一个带有线性碰撞运算子和测量/重新启动的量子算法.
主要成果:
- 适应性格子气体算法成功地复制了LBM模拟结果.
- 量子算法模拟了与LBM相同的非线性现象.
结论:
- 适应性格子气体方法可以有效模拟LBM模拟.
- 量子算法为模拟复杂非线性系统提供了一种新的方法.
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