Evidence map›Paper›PMID 40731040›Full record

ArticleScientific reports2025

Critical role of carbon nanofibers in boosting C-S-H density and fracture toughness in fine recycled aggregate concrete.

Nathanial Buettner, Gass Iyacu, Giovanni Dal Poggetto, Ange-Therese Akono

Abstract read
In one paragraph

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 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

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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

2 citing papers in PubMed.

  1. Article
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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

4 authors.

Nathanial BuettnerCivil and Environmental Engineering, Northwestern University, Evanston, 60208, USA.
Gass IyacuCivil and Environmental Engineering, Northwestern University, Evanston, 60208, USA.
Giovanni Dal PoggettoCivil, Construction, and Environmental Engineering, North Carolina State University, Raleigh, 27606, USA.
Ange-Therese AkonoCivil, Construction, and Environmental Engineering, North Carolina State University, Raleigh, 27606, USA. aakono@ncsu.edu.

Funding

Division of Materials Research DMR-1928702National Science Foundation Graduate Research Fellowship Program DGE-2234667
6 · The paper itself

Abstract

This work investigates the influence of carbon nanofibers (CNFs) on densification and toughening mechanisms in fine recycled aggregate concrete (RAC). RAC is concrete produced using recycled concrete aggregates (RCA) produced from crushed old concrete. Although RCA offers a way to reduce the carbon footprint on concrete via raw resource recycling, the porosity and residual cement within RCA often lead to poor durability and performance of RAC. Prior studies have attempted to improve the properties of RAC using nanomaterials, yet a fundamental understanding of molecular mechanisms is lacking. Using novel synthesis methods and advanced nanoscale mechanical characterization methods such as scratch testing and grid nanoindentation, we investigate the influence of CNFs on toughening mechanisms and the distribution of calcium silicate hydrates (C-S-H) within RAC. Specifically, we show that CNFs promote densification in RAC via an increase in high-density and ultra-high-density C-S-H. The combined relative amount of high-density and ultra-high-density C-S-H in RAC increased by 45.3%, 23.8%, and 62.5% with the additions of 0.1 wt%, 0.2 wt%, and 0.5 wt% CNFs, respectively. CNFs decrease the C-S-H gel porosity of RAC. CNFs at 0.1 wt% and 0.5 wt% led to reductions of 6.3% and 7.3%, respectively, whereas 0.2 wt% increased porosity by 1.9%. CNFs enhance the fracture toughness of RAC by bridging hydration products during fracture and refining the pore structure. CNFs enhanced fracture toughness by 4.0% (0.1 wt%), 6.7% (0.2 wt%), and 1.3% (0.5 wt%), compared to unmodified FRCA. These results are important for designing nanomodified RAC with enhanced durability, mechanical properties, lower maintenance, and lower costs. Therefore, the use of CNFs in RAC improves mechanical properties while potentially reducing CO

Indexed as

Calcium silicate hydratesCarbon nanofibersFracture toughnessRecycled aggregate concrete

Identifiers

PMID40731040
PMCPMC12307936

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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.