Evidence map›Paper›PMID 42726581›Full record

ArticleNanomaterials (Basel, Switzerland)2026

Interfacial Thermal Transport and Phonon Scattering of Graphene and Graphene Oxide Embedded in Calcium Silicate Hydrate: A Molecular Dynamics Study.

Tong Chen, Dan Chen, Cheng Gong, Yongzhe Zhao, Yongliang Han, Yijie Wang

Abstract read
In one paragraph

Article in Nanomaterials (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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.

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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.

Tong ChenShaanxi Coal Industry Fengjing New Energy Technology Co., Ltd., Xi'an 710300, China.
Dan ChenShaanxi Coal Industry Fengjing New Energy Technology Co., Ltd., Xi'an 710300, China.
Cheng GongShaanxi Coal Industry Fengjing New Energy Technology Co., Ltd., Xi'an 710300, China.
Yongzhe ZhaoCCTEG Xi'an Geothermal Energy Development Co., Ltd., Xi'an 712100, China.
Yongliang HanCCTEG Xi'an Geothermal Energy Development Co., Ltd., Xi'an 712100, China.
Yijie WangCCTEG Xi'an Geothermal Energy Development Co., Ltd., Xi'an 712100, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Graphene and graphene oxide (GO) are promising nanofillers for improving thermal transport in cementitious materials, but their performance is strongly affected by interactions with calcium silicate hydrate (C-S-H). Understanding how these fillers retain or lose their heat-transport capability after incorporation into the cement hydrate matrix is therefore important for rational nanocomposite design. Reverse non-equilibrium molecular dynamics simulations were conducted to compare isolated graphene/GO sheets with the corresponding sheets embedded in C-S-H. The extrapolated thermal conductivity of pristine graphene decreased from 1854.6 to 1264.2 W/(m·K) after embedding, giving a retention ratio of 0.68. Increasing the oxidation degree reduced the intrinsic conductivity of GO through defect-induced phonon scattering, while the additional reduction caused by C-S-H progressively weakened. At an oxidation degree of 20%, GO retained more than 90% of its isolated-sheet conductivity. Atomic heat-flux analysis showed that C-S-H markedly broadened the transport-direction distribution of graphene but produced only limited additional disturbance in GO. Interfacial binding energy increased with oxidation degree, and radial distribution function analysis identified short-range Ca-O coordination and hydrogen bonding at the GO/C-S-H interface. Phonon density of states analysis further revealed pronounced substrate-induced phonon softening in graphene, whereas the vibrational spectrum of GO remained comparatively stable. These results clarify the trade-off between intrinsic conductivity and matrix-induced thermal stability in graphene-based cementitious nanocomposites.

Indexed as

calcium silicate hydrategraphene oxideinterfacial bindingmolecular dynamicsphonon scatteringradial distribution functionthermal conductivity

Identifiers

PMID42726581
PMCPMC13567012

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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.