Evidence map›Paper›PMID 41764155›Full record

ArticleNature communications2026

Rapid synthesis of micron-thick flexible graphite films via non-equilibrium carbon flux engineering.

Haiyang Liu, Zhen Wang, Xu Wang, Jiayu Chang, Xinfu Hou, Linxuan Li, Mengyuan Liu, Xiongzhi Zeng, Qi Cai, Qingyu Zhou and 9 more

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

19 authors.

Haiyang Liu *Center for Nanochemistry, Beijing Science and Engineering Center for Nanocarbons, Beijing National Laboratory for Molecular Sciences, College of Chemistry and Molecular Engineering, Peking University, Beijing, China.
Zhen Wang *Technology Innovation Center of Graphene Metrology and Standardization for State Market Regulation, Beijing Graphene Institute, Beijing, China.
Xu Wang *Center for Nanochemistry, Beijing Science and Engineering Center for Nanocarbons, Beijing National Laboratory for Molecular Sciences, College of Chemistry and Molecular Engineering, Peking University, Beijing, China.
Jiayu ChangTechnology Innovation Center of Graphene Metrology and Standardization for State Market Regulation, Beijing Graphene Institute, Beijing, China.
Xinfu HouTsinghua SIGS, Tsinghua University, Shenzhen, China.ORCID http://orcid.org/0000-0001-6795-013X
Linxuan LiSchool of Physical Sciences, University of Chinese Academy of Sciences, Beijing, China.
Mengyuan LiuCAS Key Laboratory of Standardization and Measurement for Nanotechnology, National Center for Nanoscience and Technology, Beijing, China.
Xiongzhi ZengKey Laboratory of Precision and Intelligent Chemistry, University of Science and Technology of China, Hefei, China.
Qi CaiCenter for Nanochemistry, Beijing Science and Engineering Center for Nanocarbons, Beijing National Laboratory for Molecular Sciences, College of Chemistry and Molecular Engineering, Peking University, Beijing, China.
Qingyu ZhouTechnology Innovation Center of Graphene Metrology and Standardization for State Market Regulation, Beijing Graphene Institute, Beijing, China.
Junwei DengTechnology Innovation Center of Graphene Metrology and Standardization for State Market Regulation, Beijing Graphene Institute, Beijing, China.
Chengjin WuTechnology Innovation Center of Graphene Metrology and Standardization for State Market Regulation, Beijing Graphene Institute, Beijing, China.
Sicong ZhengTechnology Innovation Center of Graphene Metrology and Standardization for State Market Regulation, Beijing Graphene Institute, Beijing, China.
Zhenyu LiKey Laboratory of Precision and Intelligent Chemistry, University of Science and Technology of China, Hefei, China.ORCID http://orcid.org/0000-0003-2112-9834
Mengxi LiuCAS Key Laboratory of Standardization and Measurement for Nanotechnology, National Center for Nanoscience and Technology, Beijing, China.ORCID http://orcid.org/0000-0001-7009-5269
Wu ZhouSchool of Physical Sciences, University of Chinese Academy of Sciences, Beijing, China.ORCID http://orcid.org/0000-0002-6803-1095
Bo SunTsinghua SIGS, Tsinghua University, Shenzhen, China. sun.bo@sz.tsinghua.edu.cn.ORCID http://orcid.org/0000-0002-2122-6637
Luzhao SunCenter for Nanochemistry, Beijing Science and Engineering Center for Nanocarbons, Beijing National Laboratory for Molecular Sciences, College of Chemistry and Molecular Engineering, Peking University, Beijing, China. sunlz-cnc@pku.edu.cn.ORCID http://orcid.org/0000-0003-0518-0744
Zhongfan LiuCenter for Nanochemistry, Beijing Science and Engineering Center for Nanocarbons, Beijing National Laboratory for Molecular Sciences, College of Chemistry and Molecular Engineering, Peking University, Beijing, China. zfliu@pku.edu.cn.ORCID http://orcid.org/0000-0001-5554-1902

Funding

National Natural Science Foundation of China (National Science Foundation of China) T2188101Natural Science Foundation of Beijing Municipality (Beijing Natural Science Foundation) 2264127Youth Innovation Promotion Association of the Chinese Academy of Sciences (Youth Innovation Promotion Association CAS) 2022038
6 · The paper itself

Abstract

The scalable synthesis of high-quality graphite materials remains a formidable challenge due to the inherent trade-off between crystalline perfection and manufacturing efficiency. Existing forms of graphite, such as highly oriented pyrolytic graphite (HOPG) and Kish graphite, suffer from sluggish pyrolytic processes, limited carbon diffusion rates and energy-intensive protocols, often requiring several days for production. Here, we report a pulsed Joule heating-induced carburization (PJHIC) strategy that exploits transient non-equilibrium states to enable rapid carbon diffusion and segregation in metal substrates. By applying instantaneous thermal shocks ( > 1300 °C, > 300 °C/s heating rate) to solid carbon precursor-coated nickel and cobalt foils, we demonstrate the rapid carbon transport in bulk metals and achieve a vertical graphite growth rate of 730 nm/min, which is an order of magnitude faster than conventional methods. Cyclic temperature pulses further enable the synthesis of 1-5 μm-thick ABA-stacked graphite films with millimeter-scale grain sizes. The resulting rapid epitaxially grown graphite films exhibit a highly ordered crystalline structure and exceptional thermal conductivity (1314 W m

Identifiers

PMID41764155
PMCPMC13066362

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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.