Evidence map›Paper›PMID 42590422›Full record

ArticleMaterials (Basel, Switzerland)2026

Response Surface Optimization of Fly Ash-Carbide Slag-Bentonite-Based Whole-Tailings Backfill: Multi-Objective Mix Design and Microstructural Mechanism.

Junhui Yao, Jianyuan Jin, Yin Chen, Zulyar Ilxat, Hui Chen

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.

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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

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3 · Its place in the literature

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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.

Junhui YaoKey Laboratory of Green and Efficient Mining and Ecological Restoration in High-Altitude Arid Regions of Xinjiang, Urumqi 830047, China.
Jianyuan JinKey Laboratory of Green and Efficient Mining and Ecological Restoration in High-Altitude Arid Regions of Xinjiang, Urumqi 830047, China.
Yin ChenXinjiang Kalatongke Mining Co., Ltd., Altai 836100, China.
Zulyar IlxatKey Laboratory of Green and Efficient Mining and Ecological Restoration in High-Altitude Arid Regions of Xinjiang, Urumqi 830047, China.
Hui ChenKey Laboratory of Green and Efficient Mining and Ecological Restoration in High-Altitude Arid Regions of Xinjiang, Urumqi 830047, China.

Funding

National Natural Science Foundation of China 52164011Natural Science Foundation of Xinjiang Uygur Autonomous Region 2024B03014-1
6 · The paper itself

Abstract

Reducing cement consumption in mine backfill materials and improving the synergistic utilization of multi-source solid wastes are important for developing low-carbon backfill systems. In this study, fly ash-carbide slag-bentonite-based whole-tailings backfill (FCB) was optimized using a Box-Behnken response surface design. The effects of replacement ratio, FA/CS ratio, and bentonite content on fluidity, setting time, and 28 d uniaxial compressive strength were investigated, and the microstructural mechanism was analyzed by XRD and SEM. The results show that all quadratic models are statistically significant, with the strength model exhibiting the best fitting and predictive performance. The replacement ratio and bentonite content are the main factors affecting FCB performance, while the FA/CS ratio plays a secondary role. Strength decreases with increasing replacement ratio, whereas bentonite content shows a quadratic effect on fluidity and strength. Multi-objective optimization gives an optimal mix of A = 0.58, B = 2.71, and C = 4.99%, with validation errors below 5%. XRD and SEM results indicate that C-(A)-S-H gel and AFt are the main hydration products. Lower replacement ratios and appropriate bentonite contents were associated with a more continuous matrix morphology in the selected SEM regions and higher compressive strength.

Indexed as

bentonitecarbide slagfly ashmicrostructural mechanismmulti-objective optimizationresponse surface methodology

Identifiers

PMID42590422
PMCPMC13467812

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