Evidence map›Paper›PMID 40783494›Full record

ArticleNature communications2025

Molecularly resolved mapping of heterogeneous ice nucleation and crystallization pathways using in-situ cryo-TEM.

Zibing Wang, Zifeng Yuan, Mouyang Cheng, Xudan Huang, Keyang Liu, Yihan Wang, Huacong Sun, Lei Liao, Zhi Xu, Ji Chen and 6 more

Abstract read
In one paragraph

Article in Nature communications, 2025. 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. Article
  2. Article
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

16 authors.

Zibing Wang *Beijing National Laboratory for Condensed Matter Physics, Institute of Physics, Chinese Academy of Sciences, Beijing, 100190, China.
Zifeng Yuan *School of Physics, Peking University, Beijing, 100871, China.
Mouyang Cheng *School of Physics, Peking University, Beijing, 100871, China.ORCID http://orcid.org/0009-0001-7014-2464
Xudan Huang *Beijing National Laboratory for Condensed Matter Physics, Institute of Physics, Chinese Academy of Sciences, Beijing, 100190, China.
Keyang LiuSchool of Physics, Peking University, Beijing, 100871, China.ORCID http://orcid.org/0000-0002-7640-3143
Yihan WangSchool of Materials Science and Engineering, Peking University, Beijing, 100871, China.
Huacong SunBeijing National Laboratory for Condensed Matter Physics, Institute of Physics, Chinese Academy of Sciences, Beijing, 100190, China.
Lei LiaoBeijing National Laboratory for Condensed Matter Physics, Institute of Physics, Chinese Academy of Sciences, Beijing, 100190, China.
Zhi XuSongshan Lake Laboratory for Materials Science, Dongguan, 523000, China.
Ji ChenSchool of Physics, Peking University, Beijing, 100871, China.ORCID http://orcid.org/0000-0003-1603-1963
Wenlong WangBeijing National Laboratory for Condensed Matter Physics, Institute of Physics, Chinese Academy of Sciences, Beijing, 100190, China.ORCID http://orcid.org/0000-0003-4390-474X
Lei LiuSchool of Materials Science and Engineering, Peking University, Beijing, 100871, China.ORCID http://orcid.org/0000-0002-7226-8423
Xuedong BaiBeijing National Laboratory for Condensed Matter Physics, Institute of Physics, Chinese Academy of Sciences, Beijing, 100190, China. xdbai@iphy.ac.cn.ORCID http://orcid.org/0000-0002-1403-491X
Limei XuSchool of Physics, Peking University, Beijing, 100871, China. limei.xu@pku.edu.cn.ORCID http://orcid.org/0000-0001-9368-8796
Enge WangBeijing National Laboratory for Condensed Matter Physics, Institute of Physics, Chinese Academy of Sciences, Beijing, 100190, China. egwang@pku.edu.cn.ORCID http://orcid.org/0000-0001-5624-5320
Lifen WangBeijing National Laboratory for Condensed Matter Physics, Institute of Physics, Chinese Academy of Sciences, Beijing, 100190, China. wanglf@iphy.ac.cn.ORCID http://orcid.org/0000-0002-8468-5048

Funding

National Natural Science Foundation of China (National Science Foundation of China) 11935002National Natural Science Foundation of China (National Science Foundation of China) 52427802; 12334001National Natural Science Foundation of China (National Science Foundation of China) 52461160301; 52322311Youth Innovation Promotion Association of the Chinese Academy of Sciences (Youth Innovation Promotion Association CAS) 2020009
6 · The paper itself

Abstract

Crystallization plays a fundamental role in diverse fields such as glaciology, geology, biology, and materials science. Among various crystallizing systems, the formation of ice remains elusive, despite decades of intensive investigation. In this study, we integrate in-situ cryogenic transmission electron microscopy with molecular dynamics simulations to develop a molecular-resolution mapping and thermodynamic framework for deposition freezing under low-temperature, low-pressure conditions. Our results demonstrate that ice formation on rapidly cooled substrates, representing far-from-equilibrium states, proceeds via an adsorption-mediated, barrierless pathway of heterogeneous ice nucleation, followed by progression toward thermodynamic equilibrium. This process is unveiled to involve a series of distinct yet interconnected steps, including amorphous ice adsorption, spontaneous nucleation and growth of ice I, Ostwald ripening, Wulff construction, oriented coalescence, and aggregation, all governed by interfacial free energy minima. Our findings offer direct molecular-level insight into the mechanisms of heterogeneous ice nucleation, enrich current understanding of non-classical nucleation pathways, and emphasize the critical role of interfacial energetics in shaping ice crystal morphology and quality.

Identifiers

PMID40783494
PMCPMC12335531

What Socratic holds

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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 Socratic graph.