The role of fluctuations in the nucleation process

The emergence upon cooling of an ordered solid phase from a disordered liquid is a remarkable example of self-assembly, which has also major practical relevance. Here, we use a recently developed committor-based enhanced sampling method to explore the crystallization transition in a Lennard-Jones fluid, using variational principle based on the backward Kolmogorov equation. We exploit the unique properties of our method to study in detail the nucleation mechanism, allowing us to detect and analyze the fluctuations that eventually lead to crystallization. We find that the transition state ensemble has a complex nature in which the nonspherical solid core is surrounded by an interface that is more disordered than bulk liquid. We also compute from the variational principle a nucleation rate that is consistent with the experimental results at variance with previous estimates.

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Publication Details

Journal
Proceedings of the National Academy of Sciences
Published
2026-01-30
DOI
https://doi.org/10.1073/pnas.2526954123
Citations
3
Primary Topic
Material Dynamics and Properties
Type
article
Field-Weighted Citation Impact
48.25
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article

The role of fluctuations in the nucleation process

Xiang Xu, Yuanpeng Deng, Hui Li, Peilin Kang et al.
3 citations
Proceedings of the National Academy of Sciences
Material Dynamics and Properties
48.25
article

The role of fluctuations in the nucleation process

Xiang Xu, Yuanpeng Deng, Hui Li, Peilin Kang, Michele Parrinello
article en
3 citations

Abstract

The emergence upon cooling of an ordered solid phase from a disordered liquid is a remarkable example of self-assembly, which has also major practical relevance. Here, we use a recently developed committor-based enhanced sampling method to explore the crystallization transition in a Lennard-Jones fluid, using variational principle based on the backward Kolmogorov equation. We exploit the unique properties of our method to study in detail the nucleation mechanism, allowing us to detect and analyze the fluctuations that eventually lead to crystallization. We find that the transition state ensemble has a complex nature in which the nonspherical solid core is surrounded by an interface that is more disordered than bulk liquid. We also compute from the variational principle a nucleation rate that is consistent with the experimental results at variance with previous estimates.

Proceedings of the National Academy of SciencesVol. 123(5)
Harbin Institute of Technology (CN), Italian Institute of Technology (IT), Scientific Simulations (United States) (US), Ministry of Industry and Information Technology (CN)
Openalex Percentile: Top 0%
Material Dynamics and Properties
48.25
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