Evidence map›Paper›PMID 42882751›Full record

ArticleMaterials (Basel, Switzerland)2026

Comparative Mechanisms of Graphene Nanoplatelets and Graphene Oxide in Regulating Pore Structure and Drying Shrinkage of Cement Mortar.

Junliang Zhao, Junjie He, Dongyan Wu, Zhongkun Wang, Gengying Li, Jingjing Huang

Abstract read
In one paragraph

Article in Materials (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.

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

6 authors.

Junliang ZhaoCollege of Civil Engineering and Architecture, Wenzhou University, Wenzhou 325035, China.
Junjie HeCollege of Civil Engineering and Architecture, Wenzhou University, Wenzhou 325035, China.
Dongyan WuCollege of Civil Engineering and Architecture, Wenzhou University, Wenzhou 325035, China.ORCID 0000-0003-4025-7559
Zhongkun WangCollege of Civil Engineering and Architecture, Wenzhou University, Wenzhou 325035, China.
Gengying LiSchool of Civil Engineering and Transportation, Foshan University, Foshan 528225, China.
Jingjing HuangSchool of Civil Engineering & Architecture, Wenzhou Polytechnic University, Wenzhou 325035, China.

Funding

Central Government-Guided Local Science and Technology Development Fund Project 2025ZY01040Guangdong-Hong Kong Technology Cooperation Funding Scheme 2025A0505080020,GHP/375/23GDGuangdong Provincial Key Laboratory of Durability for Marine Civil Engineering GDDCE 24-25-13National Natural Science Foundation of China 52578282, 52178209Science and Technology Innovation Program from Water Resources of Guangdong Province 2025-2
6 · The paper itself

Abstract

This study comparatively investigates the reinforcement mechanisms of graphene nanoplatelets (GNPs) and graphene oxide (GO) in cement mortar at dosages of 0-0.1%, focusing on mechanical properties, drying shrinkage, fluidity, water absorption, and microstructural evolution characterized by SEM, XRD, and MIP. Both nanomaterials reduce fluidity, with GO exhibiting a less pronounced effect. The mechanical properties display unimodal dosage-dependent trends, with optimal flexural strength at 0.05% and optimal compressive strength at 0.03%; the corresponding 28 d enhancements reach 16.9% and 20.8% for GO, compared with 8.2% and 8.5% for GNP. Water absorption and drying shrinkage attain minima at 0.03% and 0.05%, respectively. GO consistently outperforms GNP, which is attributed to its superior pore refinement, reducing total porosity by 15.0% and large pores (>100 nm) by 51.3%, owing to its functional groups that promote dispersion and hydration nucleation. These results establish GO as a more effective nano-reinforcement for pore-structure engineering in cementitious composites.

Indexed as

cement mortardrying shrinkagegraphenegraphene oxidemicrostructurenano-reinforcement

Identifiers

PMID42882751
PMCPMC13666515

What OpenQuestion holds

Textmetadata
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.