Related Experiment Video
Updated: Mar 12, 2026

An Analog Macroscopic Technique for Studying Molecular Hydrodynamic Processes in Dense Gases and Liquids
Published on: December 4, 2017
Pattern formation with repulsive soft-core interactions: Discrete particle dynamics and Dean-Kawasaki equation
Jean-Baptiste Delfau1, Hélène Ollivier1,2, Cristóbal López1
1IFISC (CSIC-UIB), Instituto de Física Interdisciplinar y Sistemas Complejos, E-07122 Palma de Mallorca, Spain.
Repelling Brownian particles unexpectedly form clusters and crystals in low dimensions. This study reveals diffusion and inter-particle forces drive this self-assembly, accurately modeled by the Dean-Kawasaki equation.
Area of Science:
- Soft matter physics
- Statistical mechanics
- Nonlinear dynamics
Background:
- Brownian particles with repulsive interactions typically avoid aggregation.
- Spontaneous pattern formation and clustering are observed in various physical systems.
- Understanding self-assembly mechanisms is crucial for materials science and nanotechnology.
Purpose of the Study:
- To investigate the spontaneous aggregation of repulsive Brownian particles in low dimensions.
- To analyze the underlying mechanisms driving cluster and crystal formation.
- To validate the Dean-Kawasaki equation as a descriptive model for this phenomenon.
Main Methods:
- Numerical simulations of discrete particle dynamics.
- Linear and nonlinear analysis of the Dean-Kawasaki equation.
- Weakly nonlinear techniques to study pattern-forming bifurcations.
Main Results:
- Repulsive Brownian particles spontaneously form periodic crystals of clusters in 1D and 2D.
- The Dean-Kawasaki equation accurately describes particle dynamics, cluster width, and shape.
- Clustering instability arises from the interplay of diffusion, intracluster, and intercluster forces.
- Pattern-forming bifurcations in 1D and 2D are analyzed.
Conclusions:
- The deterministic Dean-Kawasaki equation effectively models self-assembly in repulsive soft-core systems.
- Low-dimensional systems exhibit complex emergent behavior from simple repulsive interactions.
- Analytical insights into clustering mechanisms are gained by neglecting fluctuations.
Related Concept Videos
First Law: Particles in Two-dimensional Equilibrium
Newton's first law tells us about...
First Law: Particles in One-dimensional Equilibrium
Equilibrium Conditions for a Particle
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...
Precipitate Formation and Particle Size Control
The obtained precipitate should be either a pure substance of known composition or easily converted to one by a simple process, such as ignition or drying. In addition, the precipitate should be insoluble and easily filterable. In general, filterability...
Basic Postulates of Kinetic Molecular Theory: Particle Size, Energy, and Collision
Principle of Linear Impulse and Momentum for a Single Particle: Problem Solving

