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Liquid-cell Transmission Electron Microscopy for Tracking Self-assembly of Nanoparticles
Published on: October 16, 2017
Stochastic self-assembly of incommensurate clusters.
M R D'Orsogna1, G Lakatos, T Chou
1Department of Mathematics, CSUN, Los Angeles, California 91330-8313, USA.
The Journal of Chemical Physics
|March 3, 2012
Summary
Discrete stochastic master equations reveal new insights into nucleation and self-assembly. Mass-action models fail when total mass is incommensurate with cluster size, causing unexpected broadening in cluster distributions.
Area of Science:
- Physical Chemistry
- Biophysics
- Statistical Mechanics
Background:
- Nucleation and molecular aggregation are fundamental to physical and biological systems.
- These processes often occur in confined spaces with finite particle numbers.
- Understanding these phenomena is crucial for various scientific and technological applications.
Purpose of the Study:
- To analyze homogeneous nucleation and self-assembly using a discrete stochastic master equation.
- To derive exact analytical formulae for cluster size distributions.
- To compare discrete models with traditional mass-action Becker-Döring equations.
Main Methods:
- Derivation and analysis of a fully discrete stochastic master equation.
- Enumeration of highest probability steady states.
- Derivation of analytical formulae for quenched and equilibrium mean cluster size distributions.
- Comparison with results from mass-action Becker-Döring equations.
Main Results:
- Striking differences observed in equilibrium mean cluster concentrations between discrete and mass-action models.
- Discreteness-induced broadening of cluster size distributions occurs due to mass 'incommensurability'.
- This broadening effect is periodic with system mass and significant even for large systems with finite mass-to-cluster size ratios.
Conclusions:
- Classic mass-action theories are qualitatively inaccurate in a newly defined scaling regime characterized by mass incommensurability.
- Discrete stochastic effects significantly alter equilibrium cluster size distributions, challenging traditional models.
- The findings highlight the importance of discreteness in understanding nucleation and self-assembly in confined systems.
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