Evidence map›Paper›PMID 42355240›Full record

ArticleMaterials (Basel, Switzerland)2026

Optimization of Mixture Parameters for Rubber-Modified Permeable Concrete Bricks Using Response Surface Methodology.

Jiaxiong Zhan, Wei Qiao, Yiran Qin, Zhihua Luo, Haoxian Shi, Jing Li

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.

Jiaxiong ZhanSchool of Engineering and Technology, China University of Geosciences, Beijing 100083, China.
Wei QiaoSchool of Engineering and Technology, China University of Geosciences, Beijing 100083, China.ORCID 0000-0002-3247-7220
Yiran QinSchool of Engineering and Technology, China University of Geosciences, Beijing 100083, China.
Zhihua LuoSchool of Engineering and Technology, China University of Geosciences, Beijing 100083, China.
Haoxian ShiGuangzhou Marine Geological Survey, Guangzhou 511458, China.
Jing LiGuangzhou Marine Geological Survey, Guangzhou 511458, China.

Funding

Department of Science and Technology of Guangdong Province 2025MGS-HBZ-001Geological Survey Projects of China Geological Survey DD20221700 and DD20230063Guangzhou Marine Geological Survey U2444216Science and Technology Projects in Key Areas of Nansha District 2023ZD017
6 · The paper itself

Abstract

Permeable concrete bricks incorporating waste tire rubber particles were prepared to improve sustainability and optimize the balance between mechanical performance and hydraulic behavior. Orthogonal experiments and response surface methodology were used to investigate the effects of aggregate-to-binder ratio (A/B), water-to-binder ratio (W/B), rubber content, and rubber particle size on compressive strength and permeability coefficient. Results showed that rubber content dominated compressive strength, while A/B ratio had the greatest influence on permeability. Compressive strength decreased continuously with increasing rubber content and A/B ratio, whereas permeability increased with A/B ratio and showed non-monotonic responses to rubber content and particle size. Response surface optimization identified an optimum mixture: A/B = 3.006, W/B = 0.45, rubber content = 0.103, and rubber particle size = 0.525 mm, yielding a compressive strength of 18.97 MPa and a permeability coefficient of 1.82 mm/s. Validation tests showed relative errors of 1.32% for compressive strength and 3.85% for the permeability coefficient, respectively. SEM and CT analyses revealed that the performance of the permeable concrete bricks was governed by the balance among skeleton integrity, interfacial bonding, and pore connectivity. These findings support the valorization of waste tire rubber in sustainable permeable paving materials.

Indexed as

compressive strengthpermeability coefficientpermeable concrete brickresponse surface methodologywaste tire rubber particles

Identifiers

PMID42355240
PMCPMC13302818

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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.