Evidence map›Paper›PMID 36713321›Full record

ArticlePNAS nexus2022

An investigation of the kinetics and thermodynamics of NaCl nucleation through composite clusters.

Pelin S Bulutoglu, Shiyan Wang, Moussa Boukerche, Nandkishor K Nere, David S Corti, Doraiswami Ramkrishna

Abstract read
In one paragraph

Article in PNAS nexus, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Mesophases as stepping stones to enhance crystallization kinetics in nanoparticle self-assembly.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  2. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Pelin S BulutogluDavidson School of Chemical Engineering, Purdue University, West Lafayette, IN 47907-2100, USA.ORCID https://orcid.org/0000-0002-1048-1712
Shiyan WangDavidson School of Chemical Engineering, Purdue University, West Lafayette, IN 47907-2100, USA.ORCID https://orcid.org/0000-0002-6246-9352
Moussa BoukercheProcess Research and Development , AbbVie Inc, North Chicago, IL 60064, USA.
Nandkishor K NereProcess Research and Development , AbbVie Inc, North Chicago, IL 60064, USA.
David S CortiDavidson School of Chemical Engineering, Purdue University, West Lafayette, IN 47907-2100, USA.
Doraiswami RamkrishnaDavidson School of Chemical Engineering, Purdue University, West Lafayette, IN 47907-2100, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Having a good understanding of nucleation is critical for the control of many important processes, such as polymorph selection during crystallization. However, a complete picture of the molecular-level mechanisms of nucleation remains elusive. In this work, we take an in-depth look at the NaCl homogeneous nucleation mechanism through thermodynamics. Distinguished from the classical nucleation theory, we calculate the free energy of nucleation as a function of two nucleus size coordinates: crystalline and amorphous cluster sizes. The free energy surface reveals a thermodynamic preference for a nonclassical mechanism of nucleation through a composite cluster, where the crystalline nucleus is surrounded by an amorphous layer. The thickness of the amorphous layer increases with an increase in supersaturation. The computed free energy landscape agrees well with the composite cluster-free energy model, through which phase specific thermodynamic properties are evaluated. As the supersaturation increases, there is a change in stability of the amorphous phase relative to the solution phase, resulting in a change from one-step to two-step mechanism, seen clearly from the free energy profile along the minimum free energy path crossing the transition curve. By obtaining phase-specific diffusion coefficients, we construct the full mesoscopic model and present a clear roadmap for NaCl nucleation.

Identifiers

PMID36713321
PMCPMC9802385

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.