Evidence map›Paper›PMID 40870132›Full record

ArticleMaterials (Basel, Switzerland)2025

Green Low-Temperature Activation and Curing for High-Toughness Geopolymer Binders from Diabase Tailings.

Yanan Hu, Yong Yao, Lingling Zhang, Xianming Hu, Xinchun Yang

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.

Yanan HuSchool of Civil Engineering and Architecture, Southwest University of Science and Technology, Mianyang 621010, China.ORCID 0009-0000-7744-8450
Yong YaoSchool of Civil Engineering and Architecture, Southwest University of Science and Technology, Mianyang 621010, China.
Lingling ZhangSchool of Civil Engineering and Architecture, Southwest University of Science and Technology, Mianyang 621010, China.
Xianming HuGuangyuan Transportation Investment Group Co., Ltd., Guangyuan 628000, China.
Xinchun YangSichuan Highway Engineering Consulting and Supervision Co., Ltd., Chengdu 610000, China.

Funding

the Department of Transportation Science and Technology of Sichuan Province 2024-ZL-19the Sichuan Provincial Natural Science Foundation 2024NSFSC0228
6 · The paper itself

Abstract

This study addresses the low reactivity and poor toughness of diabase tailings (DT), a high-silica industrial byproduct, which restricts their large-scale application in geopolymer binders. To overcome these limitations, a dual-regulation strategy integrating stepwise low-temperature thermal activation (100, 200, and 300 °C) with standard curing (20 ± 2 °C, 95% RH) was developed. This approach aimed to enhance mineral dissolution kinetics and facilitate the formation of a dense, interconnected gel network. XRD, FTIR, and SEM analyses revealed significant decomposition of amphibole, pyroxene, and olivine, accompanied by increased release of reactive Si and Al species, leading to the formation of a compact N-A-S-H/C-A-S-H gel structure. Under optimized conditions (Si/Al = 2.6; activator modulus = 1.2), the geopolymer achieved a 7-day compressive strength of 42.3 ± 1.8 MPa, a flexural strength of 12.76 ± 1.6 MPa, and a flexural-to-compressive strength ratio of 0.308, demonstrating significant improvements in toughness compared with conventional binders. This green, energy-efficient strategy not only reduces energy consumption and CO

Indexed as

cementitious binderdiabase tailingsgeopolymerhigh toughnesslow-temperature activation

Identifiers

PMID40870132
PMCPMC12387651

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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.