Evidence map›Paper›PMID 31659295›Full record

ArticleNature materials2020

Kinetic pathways of crystallization at the nanoscale.

Zihao Ou, Ziwei Wang, Binbin Luo, Erik Luijten, Qian Chen

Abstract read
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In one paragraph

Article in Nature materials, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers.

0numbers the graph read from it
0cells of the map it votes in
37citing 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

37 citing papers in PubMed.

  1. Article
  2. Review
  3. Multistage nucleation pathway in LiF molten salt mirrors the crystal-melt interface structure.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  4. Multiphasic size-dependent growth dynamics of nanoparticle ensembles.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  5. Chemical science · 2025
    Review
  6. Article
  7. Article
  8. Article
  9. Article
  10. Nanopipette dynamic microscopy unveils nano coffee ring.Proceedings of the National Academy of Sciences of the United States of America · 2024
    Article
  11. Article
  12. Article
  13. Article
  14. Review
  15. Article
  16. Article
  17. Article
  18. Review
  19. Article
  20. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Zihao Ou *Department of Materials Science and Engineering, University of Illinois, Urbana, IL, USA.ORCID http://orcid.org/0000-0003-2987-7423
Ziwei Wang *Graduate Program in Applied Physics, Northwestern University, Evanston, IL, USA.ORCID http://orcid.org/0000-0002-2651-0813
Binbin LuoDepartment of Materials Science and Engineering, University of Illinois, Urbana, IL, USA.
Erik LuijtenDepartment of Materials Science and Engineering, Northwestern University, Evanston, IL, USA. luijten@northwestern.edu.ORCID http://orcid.org/0000-0003-2364-1866
Qian ChenDepartment of Materials Science and Engineering, University of Illinois, Urbana, IL, USA. qchen20@illinois.edu.ORCID http://orcid.org/0000-0002-1968-441X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Nucleation and growth are universally important in systems from the atomic to the micrometre scale as they dictate structural and functional attributes of crystals. However, at the nanoscale, the pathways towards crystallization have been largely unexplored owing to the challenge of resolving the motion of individual building blocks in a liquid medium. Here we address this gap by directly imaging the full transition of dispersed gold nanoprisms to a superlattice at the single-particle level. We utilize liquid-phase transmission electron microscopy at low dose rates to control nanoparticle interactions without affecting their motions. Combining particle tracking with Monte Carlo simulations, we reveal that positional ordering of the superlattice emerges from orientational disorder. This method allows us to measure parameters such as line tension and phase coordinates, charting the nonclassical nucleation pathway involving a dense, amorphous intermediate. We demonstrate the versatility of our approach via crystallization of different nanoparticles, pointing the way to more general applications.

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Registered trials

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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.