Evidence map›Paper›PMID 40588544›Full record

ArticleScientific reports2025

Parameter optimization for fly ash geopolymer mixtures: molarity, silica modulus, and solution/binder influence.

Ana Laura Lopes de Matos Riscado, Carlos Maurício Fontes Vieira, Sergio Neves Monteiro, Afonso Rangel Garcez de Azevedo, Markssuel Teixeira Marvila

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Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1citing papers in PubMed
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1 · What the graph read from it

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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

Who cites it

1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Ana Laura Lopes de Matos RiscadoAdvanced Materials Laboratory, UENF - State University of the North in Rio de Janeiro, Av. Alberto Lamego, 2000, Campos dos Goytacazes, 28013-602, RJ, Brazil.
Carlos Maurício Fontes VieiraAdvanced Materials Laboratory, UENF - State University of the North in Rio de Janeiro, Av. Alberto Lamego, 2000, Campos dos Goytacazes, 28013-602, RJ, Brazil.
Sergio Neves MonteiroDepartment of Materials Science, IME - Military Institute of Engineering, Square General Tibúrcio, 80, Rio de Janeiro, 22290-270, RJ, Brazil.
Afonso Rangel Garcez de AzevedoCivil Engineering Laboratory, UENF - State University of the North in Rio de Janeiro, Av. Alberto Lamego, 2000, Campos dos Goytacazes, 28013-602, RJ, Brazil. afonso@uenf.br.
Markssuel Teixeira MarvilaRio Paranaíba Campus, Federal University of Viçosa - UFV, Rodovia BR 230 Km 7, Rio Paranaíba, 38810-000, MG, Brazil.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The growing environmental concerns associated with the production of Portland cement-such as high energy consumption, raw material depletion, and CO₂ emissions-underscore the urgent need for more sustainable alternatives. In this context, geopolymers based on fly ash have emerged as a promising substitute due to their lower environmental impact and favorable mechanical properties. This study aims to develop and validate a dosage methodology for fly ash-based geopolymers using key compositional parameters: water-to-binder ratio (w/b), aggregate-to-binder ratio (m), alkaline solution molarity (M), and silica modulus (Ms). The main innovations and justifications for the work are related to the need to develop a simple methodology for dosing and defining the proportion of geopolymers. Geopolymer mixtures were prepared and cured at 25 °C and 60 °C, and evaluated for compressive strength. The results revealed a strong linear correlation between compressive strength and w/b ratio (R² = 0.9952), as well as a quadratic relationship with the aggregate/binder ratio (R² = 0.9927). Similar correlations were observed for molarity (R² = 0.9009) and silica modulus (R² = 0.8956). Notably, thermal curing significantly enhanced mechanical performance, supporting the role of temperature in promoting geopolymerization. The highest compressive strength achieved experimentally was 50.19 MPa, while the predictive model yielded 46.99 MPa, with an error margin of only 6.3%. Complementary analyses using isothermal calorimetry, X-ray diffraction (XRD), and scanning electron microscopy (SEM) confirmed the formation of sodalite phases, indicating effective geopolymerization. These findings demonstrate that the proposed methodology offers a reliable and practical framework for optimizing and predicting the mechanical performance of fly ash-based geopolymers, contributing significantly to advancing sustainable construction materials with consistent performance and lower environmental impact.

Indexed as

Alkali activationDosageFly AshGeopolymer

Identifiers

PMID40588544
PMCPMC12209419

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