Evidence map›Paper›PMID 42882633›Full record

ArticleMaterials (Basel, Switzerland)2026

Functional Variability and Interchangeability of Commercial Limestone Powders in Concrete: An Experimental and Multivariate Screening Approach.

Izabela Skrzypczak, Agnieszka Leśniak, Marta Kiernia-Hnat, Maciej Barć, Łukasz Kosturkiewicz, Marta Słowik

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.

Izabela SkrzypczakFaculty of Civil and Environmental Engineering and Architecture, Rzeszow University of Technology, 35-029 Rzeszow, Poland.ORCID 0000-0003-0978-3040
Agnieszka LeśniakFaculty of Civil Engineering, Cracow University of Technology, 31-155 Krakow, Poland.ORCID 0000-0002-4811-5574
Marta Kiernia-HnatConstruction Technology Centre Institute for Testing and Certification Ltd., 35-105 Rzeszow, Poland.
Maciej BarćConstruction Technology Centre Institute for Testing and Certification Ltd., 35-105 Rzeszow, Poland.
Łukasz KosturkiewiczNordkalk Wapno Sp. z o.o., 26-052 Nowiny, Poland.
Marta SłowikFaculty of Civil Engineering and Architecture, Lublin University of Technology, 20-618 Lublin, Poland.ORCID 0000-0001-9627-3625

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Commercial limestone powders marketed under the same general material designation may differ in composition and particle characteristics, raising questions about their functional interchangeability in concrete. This study combined experimental concrete testing with multivariate data analysis to compare six commercially available limestone powders in C12/15 and C20/25 concretes, with 50% or 100% replacement of the original fly-ash fraction. Slump, air content, 7- and 28-day compressive strength, and water penetration were evaluated relative to class-specific reference concretes. Robust screening, rank-based correlation, principal component analysis (PCA), and hierarchical clustering were used as exploratory tools. Individual 28-day strength-retention ratios ranged from 0.501 to 1.094, while water-penetration performance showed a different, matrix-dependent ranking. The first two principal components explained 81.26% of the total response variance. Ward clustering produced a descriptive two-group structure, C-D-E and A-B-F, with Powder F appearing separate in a three-cluster interpretation. Because each powder-class-replacement combination was represented by a single batch and the 24 observations were repeated evaluations of six powders under four related conditions, the results are interpreted as exploratory. Within the investigated conditions, commercial limestone powders should not be assumed to be functionally interchangeable, and qualification should consider multivariable response profiles in the target concrete matrix.

Indexed as

concretefunctional interchangeabilityhierarchical clusteringlimestone powdermaterial variabilitymultivariate analysisprincipal component analysis

Identifiers

PMID42882633
PMCPMC13665808

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Registered trials

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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.