使用水串法对2D颗粒系统的大尺寸能量景观进行采样
1Department of Mathematics, University of North Carolina at Chapel Hill, Chapel Hill, USA. knewhall@unc.edu.
Soft matter
|March 25, 2025
概括
这项研究增强了海德拉串方法,以在二维颗粒系统中绘制能源景观. 改进的方法有效地采样过渡路径,并揭示状态能量和屏障大小之间的相关性.
科学领域:
- 物理 物理学 物理
- 材料科学 材料科学 材料科学
- 计算科学 计算科学
背景情况:
- 了解颗粒系统的能量格局对于预测它们的行为至关重要.
- 现有的采样这些景观的方法可能是低效的,可能会错过重要的过渡路径.
研究的目的:
- 改进水链方法,以在低摩擦2D颗粒系统中进行系统的能源景观采样.
- 创建一个全面的最低能量状态和过渡路径网络.
主要方法:
- 修改了水弦方法,从最低能量状态爬升并识别过渡点.
- 开发了一个网络表示,其中节点是能量最小值,边缘是过渡路径.
- 整合了对机械稳定性的检查,以排除非物理配置.
主要成果:
- 与随机抽样相比,增强的水串方法提供了更彻底的过渡路径采样.
- 观察到状态的能量与它们之间的能量障碍的大小之间存在相关性.
- 邻近的状态能量是相关的,随着路径长度的增加,这种相关性会减少.
结论:
- 改进的水串方法对于在颗粒状材料中绘制复杂的能量景观是有效的.
- 这些发现提供了关于能量状态,障碍和系统动态之间的关系的见解.
- 这种方法有助于更深入地了解颗粒系统的行为和稳定性.
更多相关视频
11:03An Analog Macroscopic Technique for Studying Molecular Hydrodynamic Processes in Dense Gases and Liquids
Published on: December 4, 2017
8.4K
09:00Visualization of Failure and the Associated Grain-Scale Mechanical Behavior of Granular Soils under Shear using Synchrotron X-Ray Micro-Tomography
Published on: September 29, 2019
13.2K
相关概念视频
First Law: Particles in Two-dimensional Equilibrium
Recall that a particle in equilibrium is one for which the external forces are balanced. Static equilibrium involves objects at rest, and dynamic equilibrium involves objects in motion without acceleration; but it is important to remember that these conditions are relative. For instance, an object may be at rest when viewed from one frame of reference, but that same object would appear to be in motion when viewed by someone moving at a constant velocity.
Newton's first law tells us about the...
Newton's first law tells us about the...
Steady Flow of a Fluid Stream
Consider a control volume, such as a pipe with solid boundaries, through which fluid flows and changes direction due to the impulse exerted by the resulting force from the pipe walls. In steady flow, the mass of fluid entering the control volume at a given time, t, with velocity v1, is equal to the mass leaving after infinitesimal time dt, with velocity v2.
During this process, the momentum of the fluid within the control volume remains constant over the time interval dt. By applying the...
During this process, the momentum of the fluid within the control volume remains constant over the time interval dt. By applying the...
Control Volume and System Representations
Two key frameworks are employed to analyze mass, energy, and momentum transfer: the control volume approach and the system approach. These frameworks offer different perspectives, depending on whether the focus is on a specific region in space (control volume approach) or a defined mass of fluid (system approach).
The control volume approach considers a stationary region in space through which fluid flows. This region is bounded by a control surface. For instance, in the case of water flowing...
The control volume approach considers a stationary region in space through which fluid flows. This region is bounded by a control surface. For instance, in the case of water flowing...
Conservation of Mass in Moving, Nondeforming Control Volume
Stormwater detention basins are essential in managing runoff during heavy rainfall, particularly in urban areas where impervious surfaces increase the risk of flooding. Understanding the conservation of mass in these systems allows engineers to optimize basin performance, balancing inflow, outflow, and water storage.
In the context of a detention basin, the conservation of mass states that the total mass of water entering the basin must equal the mass leaving the basin plus any accumulation of...
In the context of a detention basin, the conservation of mass states that the total mass of water entering the basin must equal the mass leaving the basin plus any accumulation of...
Multiple Pipe Systems
Multipipe systems consist of complex configurations of interconnected pipes designed to transport fluids efficiently across intricate networks. They are essential in engineering applications requiring precise control over flow distribution, pressure, and head loss. They are categorized into series, parallel, loop, and network configurations, each distinguished by unique flow characteristics and applications.
Series Configuration
In a series configuration, fluid flows sequentially from one pipe...
Series Configuration
In a series configuration, fluid flows sequentially from one pipe...
Vector Forms of Green’s Theorem
The study of fluid motion often involves understanding how local rotational behavior relates to global circulation. In the context of a pond with pollutants, direct measurement of water movement along an irregular shoreline can be impractical. Green’s Theorem in vector form provides an alternative by relating the circulation around a closed boundary to properties of the flow within the enclosed region.Measurements of water velocity at different points define a continuous vector field that...
