Evidence map›Paper›PMID 40508565›Full record

ArticleMaterials (Basel, Switzerland)2025

Optimization of the Proportioning and Microscopic Mechanism Study of Cement Mortar Prepared with Copper Tailings as Fine Aggregate.

Haizhou Li, Lu Zhang, Jianping Liu, Daozhong Chu, Jiaolong Ren

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

5 authors.

Haizhou LiSchool of Resources and Environmental Engineering, Shandong University of Technology, Zibo 255000, China.
Lu ZhangKey Laboratory for Liquid-Solid Structural Evolution & Processing of Materials of Ministry of Education, Shandong University, Jinan 250061, China.
Jianping LiuSchool of Civil Engineering and Geomatics, Shandong University of Technology, Zibo 255000, China.
Daozhong ChuSchool of Resources and Environmental Engineering, Shandong University of Technology, Zibo 255000, China.
Jiaolong RenSchool of Civil Engineering and Geomatics, Shandong University of Technology, Zibo 255000, China.

Funding

Natural Science Foundation of Shandong Province ZR2023ME169
6 · The paper itself

Abstract

To address the low resource utilization of copper tailings and high environmental impact of conventional river sand, this study innovatively integrates Box-Behnken design (BBD) with fractal theory to systematically investigate the performance optimization mechanisms of cement mortar incorporating copper tailings sand. A three-factor interaction model was developed through BBD experimental design, considering water-cement ratio (0.38-0.48), replacement ratio (10-30%), and binder-sand ratio (0.3-0.4), to elucidate the macroscopic performance evolution under multiparameter coupling effects. Fractal dimension analysis was employed to quantitatively characterize microstructural evolution. Experimental results demonstrate that the optimal parameters (water-cement ratio: 0.43, replacement ratio: 20%, binder-sand ratio: 0.35) yield superior performance, with 28-day compressive/flexural strengths reaching 61.88/7.14 MPa (12.3%/9.8% enhancement over the control group), and sulfate attack resistance showing 0.74% mass loss after 30 cycles. Microstructural analysis reveals reduced fractal dimension (D = 2.31) in copper tailings-modified specimens, indicating improved pore structure homogeneity. The enhanced performance is attributed to synergistic effects of micro-aggregate filling and pozzolanic reaction-driven C-S-H gel densification. This research establishes a novel multiscale methodology overcoming the limitations of conventional single-factor analysis, providing theoretical and technical support for high-value utilization of industrial solid wastes in construction materials.

Indexed as

Box-Behnken designcopper slag aggregatemicrostructurerecycled cement mortarsulfate attack

Identifiers

PMID40508565
PMCPMC12155830

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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.