A multiscale hybrid Maxwellian-Monte-Carlo Coulomb collision algorithm for particle simulations

IF 3.8 2区 物理与天体物理 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Journal of Computational Physics Pub Date : 2025-04-01 Epub Date: 2025-01-23 DOI:10.1016/j.jcp.2025.113771
G. Chen, A.J. Stanier, L. Chacón, S.E. Anderson, B. Philip
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Abstract

Coulomb collisions in particle simulations for weakly coupled plasmas are modeled by the Landau-Fokker-Planck equation, which is typically solved by Monte-Carlo (MC) methods. One of the main disadvantages of MC is the timestep accuracy constraint
Δt ≪ 1 to resolve the collision frequency
. The constraint becomes extremely stringent for self-collisions in the presence of high-charge state species and for inter-species collisions with large mass disparities (such as present in Inertial Confinement Fusion hohlraums), rendering long-time-scale simulations prohibitively expensive or impractical. To overcome these difficulties, we explore a hybrid Maxwellian-MC (HMMC) model for particle simulations. Specifically, we devise a collisional algorithm that describes weakly collisional species with particles, and highly collisional species and fluid components with Maxwellians. We employ the Lemons method for particle-Maxwellian collisions, enhanced with a more careful treatment of low-relative-speed particles, and a five-moment model for Maxwellian-Maxwellian collisions. Particle-particle binary collisions are dealt with classic Takizuka-Abe MC, which we extend to accommodate arbitrary particle weights to deal with large density disparities without compromising conservation properties. HMMC is strictly conservative and significantly outperforms standard MC methods in situations with large mass disparities among species or large charge states, demonstrating orders of magnitude improvement in computational efficiency. We will substantiate the accuracy and performance of the proposed method with several examples of varying complexity, including both zero-dimensional relaxation and one-dimensional transport problems, the latter using a hybrid kinetic-ion/fluid-electron model.
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粒子模拟的多尺度混合麦克斯韦-蒙特卡罗库仑碰撞算法
弱耦合等离子体粒子模拟中的库仑碰撞是用Landau-Fokker-Planck方程来模拟的,该方程通常用蒙特卡罗方法求解。MC的主要缺点之一是时间步长精度受限Δt≪1,无法解决碰撞频率问题。对于存在高电荷态物质的自碰撞和具有大质量差的物质间碰撞(如惯性约束聚变热腔),约束变得极其严格,使得长时间尺度的模拟过于昂贵或不切实际。为了克服这些困难,我们探索了一个用于粒子模拟的混合麦克斯韦- mc (HMMC)模型。具体来说,我们设计了一个碰撞算法,用粒子描述弱碰撞物种,用麦克斯韦方程组描述高碰撞物种和流体成分。我们采用柠檬方法研究粒子-麦克斯韦碰撞,并对低相对速度粒子进行了更仔细的处理,并建立了一个麦克斯韦-麦克斯韦碰撞的五矩模型。粒子-粒子二元碰撞处理经典的Takizuka-Abe MC,我们扩展到适应任意粒子权重,以处理大密度差异而不影响守恒性质。HMMC是严格保守的,在物种间质量差异大或电荷态大的情况下,显著优于标准MC方法,显示出计算效率的数量级提高。我们将用几个不同复杂性的例子来证实所提出方法的准确性和性能,包括零维弛豫和一维输运问题,后者使用混合动力学离子/流体-电子模型。
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来源期刊
Journal of Computational Physics
Journal of Computational Physics 物理-计算机:跨学科应用
CiteScore
7.60
自引率
14.60%
发文量
763
审稿时长
5.8 months
期刊介绍: Journal of Computational Physics thoroughly treats the computational aspects of physical problems, presenting techniques for the numerical solution of mathematical equations arising in all areas of physics. The journal seeks to emphasize methods that cross disciplinary boundaries. The Journal of Computational Physics also publishes short notes of 4 pages or less (including figures, tables, and references but excluding title pages). Letters to the Editor commenting on articles already published in this Journal will also be considered. Neither notes nor letters should have an abstract.
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