Evidence map›Paper›PMID 41227779›Full record

ArticleMaterials (Basel, Switzerland)2025

Cement-Based Grouting Materials Modified with GO/NS Hybrids.

Longfei Lu, Guoxiang Yang, Yan Ai, Jingkai Qu, Jinrui Duan, Kun Yang, Wenbin Sun

Abstract read
In one paragraph

Article in Materials (Basel, Switzerland), 2025. 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

7 authors.

Longfei LuSchool of Engineering and Technology, China University of Geosciences (Beijing), Beijing 100083, China.
Guoxiang YangSchool of Engineering and Technology, China University of Geosciences (Beijing), Beijing 100083, China.
Yan AiSchool of Engineering and Technology, China University of Geosciences (Beijing), Beijing 100083, China.
Jingkai QuSchool of Engineering and Technology, China University of Geosciences (Beijing), Beijing 100083, China.
Jinrui DuanSchool of Engineering and Technology, China University of Geosciences (Beijing), Beijing 100083, China.
Kun YangSchool of Engineering and Technology, China University of Geosciences (Beijing), Beijing 100083, China.
Wenbin SunSchool of Engineering and Technology, China University of Geosciences (Beijing), Beijing 100083, China.

Funding

National Key Research and Development Program of China 2023YFC3007100Science and Technology Innovation Special Project of the Xiong'an New Area 2023XAGG0067the National Natural Science Foundation of China 42293351, U2468221 and 42307228
6 · The paper itself

Abstract

This study systematically investigates the effects of individual and combined incorporation of graphene oxide (GO) and nano-silica sol (NS) on the macroscopic properties and microstructure of cement-based grouting materials, with emphasis on their synergistic mechanisms. A series of macroscopic tests including setting time, fluidity, bleeding rate, and mechanical strength were conducted, complemented by multi-scale microstructural characterization techniques such as scanning electron microscopy (SEM), X-ray diffraction (XRD), mercury intrusion porosimetry (MIP), and Fourier-transform infrared spectroscopy (FTIR). The results demonstrate that both NS and GO effectively reduce setting time and bleeding rate while enhancing mechanical strength; however, NS exhibits a more pronounced adverse effect on fluidity compared to GO. The hybrid system displays a distinct transition from synergy to antagonism: under low-dosage co-incorporation (2 wt% NS + 0.01 wt% GO), the flexural and compressive strengths increased by 13.5% and 45.5%, respectively, relative to the reference group. Microscopic analysis revealed that the synergistic interaction between the pozzolanic effect of NS and the templating effect of GO under this condition optimizes hydrate morphology and pore structure, leading to enhanced performance. Conversely, excessive dosage of either component induces agglomeration, resulting in microstructural deterioration and performance degradation. This study establishes optimal dosage ranges and combination principles for NS and GO in cement-based materials, providing a theoretical foundation for designing high-workability and high-strength cementitious composites.

Indexed as

cement-based groutgraphene oxidemechanical propertiesnano-silicasynergistic effect

Identifiers

PMID41227779
PMCPMC12608761

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.