Self-organized criticality driven by droplet influx and random fusion

The droplet size distribution typically decays exponentially in solutions formed by liquid-liquid phase separation. Nevertheless, a power-law distribution of nucleolus volumes has been observed in amphibian oocytes, which appears similar to the cluster size distribution in reaction-limited aggregation. In this work, we study the mechanism of power-law distributed droplet sizes and unveil a self-organized criticality driven by droplet influx and random fusion between droplets. Surprisingly, the droplet size dynamics is governed by a Smoluchowski equation similar to the cluster size in aggregation systems. The system reaches a critical state as the area fraction approaches the critical value at which the droplet size has a power-law distribution with an exponent of 1.5. The system is also spatially scale-free, with a divergent correlation length at the critical state, marked by giant droplet-density fluctuations and power-law decay of the pair correlation function.

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Publication Details

Journal
Physical Review Research
Published
2025-06-09
DOI
https://doi.org/10.1103/physrevresearch.7.l022060
Primary Topic
nanoparticles nucleation surface interactions
Type
article
Field-Weighted Citation Impact
0.00

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article

Self-organized criticality driven by droplet influx and random fusion

Jie Lin, Bohan Lyu
Physical Review Research
nanoparticles nucleation surface interactions
article

Self-organized criticality driven by droplet influx and random fusion

Jie Lin, Bohan Lyu
article en

Abstract

The droplet size distribution typically decays exponentially in solutions formed by liquid-liquid phase separation. Nevertheless, a power-law distribution of nucleolus volumes has been observed in amphibian oocytes, which appears similar to the cluster size distribution in reaction-limited aggregation. In this work, we study the mechanism of power-law distributed droplet sizes and unveil a self-organized criticality driven by droplet influx and random fusion between droplets. Surprisingly, the droplet size dynamics is governed by a Smoluchowski equation similar to the cluster size in aggregation systems. The system reaches a critical state as the area fraction approaches the critical value at which the droplet size has a power-law distribution with an exponent of 1.5. The system is also spatially scale-free, with a divergent correlation length at the critical state, marked by giant droplet-density fluctuations and power-law decay of the pair correlation function.

Physical Review ResearchVol. 7(2)
Peking University (CN), Center for Life Sciences (CN)
National Natural Science Foundation of China, National Key Research and Development Program of China
Openalex Percentile: Top 82%
nanoparticles nucleation surface interactions
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Self-organized criticality driven by droplet influx and random fusion — Jie Lin, Bohan Lyu · Physical Review Research (2025) | TGRS Research Map | TGRS