Evidence map›Paper›PMID 42230948›Full record

ArticleScientific reports2026

Transforming ceramic residues into circular economy solutions in geotechnical engineering.

Messaouda Bencheikh, Assia Aidoud, Ghania Boukhatem, Mehmet Serkan Kırgız, C Ramesh Kannan, Krishnaraj Ramaswamy

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Article in Scientific reports, 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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1 · What the graph read from it

What it found

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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

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Messaouda BencheikhFaculty of Science and Technology, Civil Engineering and Hydraulics Laboratory (LGCH), University 8 May 1945, BP 401, Guelma, 24000, Algeria.
Assia AidoudFaculty of Science and Technology, Civil Engineering and Hydraulics Laboratory (LGCH), University 8 May 1945, BP 401, Guelma, 24000, Algeria.
Ghania BoukhatemMaterials Geomaterials and Environment Laboratory (LMGE), Faculty of Technology, Department of Civil Engineering, Badji Mokhtar-Annaba University, P.O.Box12, Annaba, 23000, Algeria.
Mehmet Serkan KırgızDepartment of Civil, Architectural and Construction Engineering and Management, Academiaof ACMCEN, 4017, Beaverton, OR, 97075, USA.
C Ramesh KannanDepartment of Mechanical Engineering, SRM TRP Engineering College, Tiruchirappalli, Tamil Nadu, India.
Krishnaraj RamaswamyDepartment of Mechanical Engineering, College of Engineering and Technology, Dambi Dollo University, Dembi Dollo, Ethiopia. dr.krishnarajdirectorcei@dadu.edu.et.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The escalating ecological concerns related to ceramic residue disposal have encouraged their valorization in geotechnical engineering as a sustainable alternative. This study evaluates the effectiveness of ceramic waste calcined at 900 °C (CW), used alone or with 2% ordinary Portland cement (OPC), for improving low-bearing-capacity clay soils. CW was incorporated from 3 to 18%, and its effects were assessed using methylene blue value (MBV), Atterberg limits (LL, PL, PI), compaction (MDD), unconfined compressive strength (UCS), California Bearing Ratio (CBR), and compressibility (Cc, Cs). Response surface methodology (RSM), supported by ANOVA and regression modeling, was used for optimization and prediction. Results showed significant improvements: MBV decreased by 59.19% at 18% CW; MDD increased by 5.57% and up to 7.55% with OPC. The liquid limit decreased by 23.83% at 9% CW, while the plastic limit dropped to 21.9% at 15% CW and to 20.45% with 12% CW + 2% OPC (- 37.71%). The lowest PI was obtained at 9% CW, reaching 24.06%, corresponding to a reduction of approximately 28.44% compared with the untreated clay. The CBR increased by 351.67% with OPC. UCS improved by 321.71% at 9% CW and reached 698.76% with 9% CW + 2% OPC after 56 days. Compressibility parameters were reduced, with Cs and Cc decreasing by 73.56 and 59.49% at 9% CW, and by 79.58 and 72.46% with OPC. The developed models showed high predictive accuracy (R² ranging from 0.77 to 0.98, p < 0.0001). These findings confirm that calcined ceramic waste, particularly combined with OPC, is an effective and sustainable solution for soil stabilization, supporting circular economy practices.

Indexed as

Calcined ceramic waste (CW)California bearing ratio (CBR)Geotechnical propertiesOrdinary Portland cement (OPC)Response surface methodology (RSM)Soil stabilization

Identifiers

PMID42230948
PMCPMC13462998

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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.