4D imaging of microstructural evolution in alkali-activated slag cement pastes: linking pore-network topology to performance

Zixian Su, Zengliang Yue, Partha P. Paul, Xuzhao Liu, Alastair T.M. Marsh, Cise Unluer, John L. Provis, Timothy L. Burnett, Susan A. Bernal, Philip J. Withers

Research output: Contribution to journalArticlepeer-review

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Abstract

This study employs 4D X-ray micro-computed tomography (μCT) imaging to directly capture the microstructural evolution of sodium hydroxide-, silicate-, and carbonate-activated slag cement pastes during curing (14–180 days). By combining time-lapse μCT with electron microscopy, pore-network topology parameters — including connected porosity, tortuosity and percolating clusters — were quantified, to elucidate links to their mechanical performance. The results demonstrate that, although activator chemistry governs reaction pathways and overall densification, performance is influenced primarily by the geometry and connectivity of the pore-network rather than the degree of reaction or total porosity. Silicate activation generated the most refined networks, with connected porosity reduced to ∼1.5 % and permeability to ∼10−16 m2 by 180 days, giving the highest compressive strength. Hydroxide activation produced crystalline, heterogeneous gels that left open transport pathways, whereas carbonate activation followed a delayed densification route, progressively converging at later ages. These mechanistic insights show that strength in alkali-activated slag cements depends on how reaction products disrupt percolating pores and refine network topology, highlighting the unique capability of 4D μCT imaging to guide the predictive design of clinker-free binders.

Original languageEnglish
Article number106382
Number of pages18
JournalCement and Concrete Composites
Volume166
Early online date22 Oct 2025
DOIs
Publication statusE-pub ahead of print - 22 Oct 2025

Data Availability Statement

Data will be made available on request.

Acknowledgements

ZS acknowledges the assistance from NXCT staff Dr. Nicola Wadeson, Dr. Tristan Lowe, Dr. Elizabeth Evans, Dr. Amin Garbout, Dr. Jiaqi Xu, and Dr. Zihan Song. ZS also expresses gratitude for the support in SEM sample preparation training provided by Mr. Stuart King at the University of Leeds. Additionally, ZS appreciates the help in training for sample preparation from Dr. Ning Li and Mr. Zhongyuan Du at the University of Manchester.

Funding

This work was supported by the National Research Facility for Lab X-ray CT (NXCT) through EPSRC grant EP/T02593X/1 and UKRI3067, by the Henry Royce Institute established through EPSRC grants EP/R00661X/1, EP/P025498/1 and EP/P025021/1 and by EPSRC early career fellowship grant EP/R001642/1. PP and PJW acknowledge funding from EPSRC for an International Centre to Centre grant EP/W003333/1.

Keywords

  • 4D X-ray computed-tomography
  • Alkali-activated slag cement (AAS)
  • Low-carbon binders
  • Pore-network topology
  • Structure–performance relationships

ASJC Scopus subject areas

  • Building and Construction
  • General Materials Science

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