显式粒子在细胞与蒙特卡洛碰撞的节能合
Jean-Luc Vay1, Justin Ray Angus2, Olga Shapoval1
1Lawrence Berkeley National Laboratory, Berkeley, California 94720, USA.
Physical review. E
|March 19, 2025
概括
粒子在细胞 (PIC) 和蒙特卡洛碰撞 (MCC) 模拟可以在组合时导致异常的数值加热. 本文解释了原因,并介绍了在物理系统模拟中避免这个问题的方法.
科学领域:
- 计算物理 计算物理
- 等离子体物理学的物理学
- 数字模拟 数字模拟
背景情况:
- 粒子在细胞 (PIC) 和蒙特卡洛碰撞 (MCC) 是广泛使用的数值方法.
- 单独来说,PIC和MCC方法节约了能源.
- 结合PIC和MCC方法可以导致异常的数值加热.
研究的目的:
- 审查标准的显式 PIC-MCC 算法.
- 在合的PIC-MCC模拟中阐明异常数值加热的起源.
- 提出一种用于合PIC和MCC的方法,避免异常加热.
主要方法:
- 标准显式粒子在细胞和蒙特卡洛碰撞算法的审查.
- 对结合方法的节能特性进行分析.
- 修改合策略的开发和解释.
主要成果:
- 标准的显式PIC-MCC算法可以显示异常的数值加热.
- 这种加热的起源在算法的合机制中被确定.
- 建议修订合方法,以消除异常的数值加热.
结论:
- 在PIC-MCC模拟中异常的数值加热是标准合方法的工件.
- 了解加热的起源可以开发节能算法.
- 拟议的合方法可确保在PIC-MCC组合模拟中精确节能.
更多相关视频
06:37Analyzing Melts and Fluids from Ab Initio Molecular Dynamics Simulations with the UMD Package
Published on: September 17, 2021
4.4K
10:52Multiscale Sampling of a Heterogeneous Water/Metal Catalyst Interface using Density Functional Theory and Force-Field Molecular Dynamics
Published on: April 12, 2019
12.7K
相关概念视频
Equilibrium Conditions for a Particle
982
When an object is in equilibrium, it is either at rest or moving with a constant velocity. There are two types of equilibrium: static and dynamic. Static equilibrium occurs when an object is at rest, while dynamic equilibrium occurs when an object is moving with a constant velocity. In both cases, there must be a balance of forces acting on the object.
To understand the concept of equilibrium, let us first consider the forces acting on an object. When different forces act on an object, they can...
To understand the concept of equilibrium, let us first consider the forces acting on an object. When different forces act on an object, they can...
982
Elastic Collisions: Introduction
12.1K
An elastic collision is one that conserves both internal kinetic energy and momentum. Internal kinetic energy is the sum of the kinetic energies of the objects in a system. Truly elastic collisions can only be achieved with subatomic particles, such as electrons striking nuclei. Macroscopic collisions can be very nearly, but not quite, elastic, as some kinetic energy is always converted into other forms of energy such as heat transfer due to friction and sound. An example of a nearly...
12.1K
Energy Conservation and Bernoulli's Equation
8.4K
Applying the conservation of energy principle or the work-energy theorem to an incompressible, inviscid fluid in laminar, steady, irrotational flow leads to Bernoulli's equation. It states that the sum of the fluid pressure, potential, and kinetic energy per unit volume is constant along a streamline.
All the terms in the equation have the dimension of energy per unit volume. The kinetic energy per unit volume is called the kinetic energy density, and the potential energy per unit volume is...
All the terms in the equation have the dimension of energy per unit volume. The kinetic energy per unit volume is called the kinetic energy density, and the potential energy per unit volume is...
8.4K
Conservation of Linear Momentum for a System of Particles
199
In the dynamic realm of billiards, a fascinating interplay of forces governs the motion of cue balls and stationary balls. When the cue ball collides with a stationary ball, linear momentum is exchanged. The cue ball imparts a fraction of its linear momentum to the stationary ball, causing the cue ball to decelerate while initiating the motion of the stationary ball.
The impulsive force at play during this interaction is of extremely short duration, rendering its impulse negligible. When...
The impulsive force at play during this interaction is of extremely short duration, rendering its impulse negligible. When...
199
Equation of Motion: Center of Mass
142
The equation of motion for a single particle can be expanded to encompass a system of particles consisting of n particles. For any arbitrarily chosen particle within this system, the net force acting upon it is the aggregate of both internal and external forces. Extending this principle to all particles within the system results in the equation of motion for the entire assembly.
Internal forces between any pair of particles manifest as collinear pairs of equal magnitude but opposite directions,...
Internal forces between any pair of particles manifest as collinear pairs of equal magnitude but opposite directions,...
142
Molecular Kinetic Energy
5.0K
The word "gas" comes from the Flemish word meaning "chaos," first used to describe vapors by the chemist J. B. van Helmont. Consider a container filled with gas, with a continuous and random motion of molecules. During collisions, the velocity component parallel to the wall is unchanged, and the component perpendicular to the wall reverses direction but does not change in magnitude. If the molecule’s velocity changes in the x-direction, then its momentum is changed.
5.0K
