Evidence map›Paper›PMID 41936584›Full record

ArticleScientific reports2026

Cost-effective and sustainable ultra-high-performance concrete with electric arc furnace slag and calcium carbonate: a multi-objective optimization and experimental validation approach.

Joaquin Abellan-Garcia, Nemesio Daza-Marquez, Marielena Molinares

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In one paragraph

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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0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Joaquin Abellan-GarciaDepartment of Civil and Environmental Engineering, Universidad Del Norte, Barranquilla, Colombia. jabellan@uninorte.edu.co.
Nemesio Daza-MarquezDepartment of Civil and Environmental Engineering, Universidad Del Norte, Barranquilla, Colombia.
Marielena MolinaresDepartment of Mechanical Engineering, Universidad Del Norte, Barranquilla, Colombia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Ultra-high-performance concrete (UHPC) delivers exceptional performance, but it is still largely a high-clinker material, which drives up both cost and embodied CO₂. Here, we present a low-clinker UHPC matrix that incorporates electric arc furnace slag (EAFS) and calcium carbonate powder (CaC), with quartz flour fully replaced by CaC. The mixtures were proportioned using the Modified Andreasen & Andersen particle-packing approach and then explored through a central composite design to quantify how cement dosage, water-to-binder ratio, and high-range water-reducer (HRWR) dosage control fresh flow and strength development. A desirability-based optimization was finally used to minimize cement content while maintaining self-compacting workability (240–260 mm slump flow) and UHPC-level 28-day strength (≥ 150 MPa). Relative to the control mixture, the optimized formulation reduced cement from 852 to 598 kg/m³ (− 29.8%), which corresponds to an approximate ≈ 30% reduction in cement-related embodied CO₂ (≈ 127–178 kg CO₂/m³ avoided on a cement-only basis). Under ambient curing, the optimized mix achieved a slump flow of 252 mm and compressive strengths of 151.1 ± 7.9 MPa at 28 days and 158.9 ± 3.1 MPa at 90 days (+ 5.1% from 28 to 90 days). Young’s modulus increased from 40.1 ± 1.5 GPa at 7 days to 45.0 ± 1.4 GPa at 90 days. RCPT charge passed decreased with age (281 ± 11 C at 28 days to 78 ± 7 C at 90 days), indicating improved resistance to chloride-ion penetration over time, although values remained higher than the control. Overall, the results show that UHPC-level strength and self-compacting flow can be achieved with a substantially reduced clinker demand using a particle packing-theory and statistic-guided mixture design strategy.

Indexed as

DurabilityEAFSMechanical performanceMulticriteria optimizationUltra-high-performance concrete

Identifiers

PMID41936584
PMCPMC13212945

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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.