Nucleation of NaCl crystals from solution: Rate prediction and influence of noisy order parameters on the committor

We report on a transition interface sampling study of the homogeneous crystal nucleation of NaCl from supersaturated solutions under ambient conditions. We predict the rate and the free energy of the nucleation process and show that they are in line with previous results and with classical nucleation theory. While adequate for rate calculations, the order parameter used exhibits strong temporal fluctuations, which lead to an apparent inconsistency between forward- and backward-projected committor functions. By introducing a temporally smoothed order parameter, we restore consistency in the committor and obtain a more faithful representation of progress along the nucleation pathway. The optimal smoothing window corresponds to a timescale of ∼3 ns, suggesting that only ion attachment events persisting on nanosecond timescales contribute to crystal growth, whereas faster fluctuations reflect transient rearrangements. These findings highlight the importance of temporal persistence, in addition to structural criteria (crystallinity and coordination), for defining meaningful order parameters in nucleation studies.

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Publication Details

Journal
The Journal of Chemical Physics
Published
2026-05-27
DOI
https://doi.org/10.1063/5.0326429
Primary Topic
Spectroscopy and Quantum Chemical Studies
Type
article
Field-Weighted Citation Impact
0.00

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article

Nucleation of NaCl crystals from solution: Rate prediction and influence of noisy order parameters on the committor

Peter G. Bolhuis, György Hantal
The Journal of Chemical Physics
Spectroscopy and Quantum Chemical Studies
article

Nucleation of NaCl crystals from solution: Rate prediction and influence of noisy order parameters on the committor

Peter G. Bolhuis, György Hantal
article en

Abstract

We report on a transition interface sampling study of the homogeneous crystal nucleation of NaCl from supersaturated solutions under ambient conditions. We predict the rate and the free energy of the nucleation process and show that they are in line with previous results and with classical nucleation theory. While adequate for rate calculations, the order parameter used exhibits strong temporal fluctuations, which lead to an apparent inconsistency between forward- and backward-projected committor functions. By introducing a temporally smoothed order parameter, we restore consistency in the committor and obtain a more faithful representation of progress along the nucleation pathway. The optimal smoothing window corresponds to a timescale of ∼3 ns, suggesting that only ion attachment events persisting on nanosecond timescales contribute to crystal growth, whereas faster fluctuations reflect transient rearrangements. These findings highlight the importance of temporal persistence, in addition to structural criteria (crystallinity and coordination), for defining meaningful order parameters in nucleation studies.

The Journal of Chemical PhysicsVol. 164(20)
Friedrich-Alexander-Universität Erlangen-Nürnberg (DE), Institute for Molecular Science (JP), University of Amsterdam (NL)
Nederlandse Organisatie voor Wetenschappelijk Onderzoek, Horizon 2020 Framework Programme, H2020 Research Infrastructures, Exacte en Natuurwetenschappen
Affordable and clean energy
Openalex Percentile: Top 7%
Spectroscopy and Quantum Chemical Studies
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Nucleation of NaCl crystals from solution: Rate prediction and influence of noisy order parameters on the committor — Peter G. Bolhuis, György Hantal · The Journal of Chemical Physics (2026) | TGRS Research Map | TGRS