Machine learning models for predicting carbonation depth in fly ash concrete: performance and interpretability insights Article

Khan, Arslan Qayyum, Muhammad, Syed Ghulam, Raza, Ali et al. (2026). Machine learning models for predicting carbonation depth in fly ash concrete: performance and interpretability insights . 6(1), 74-90. 10.1016/j.jreng.2025.07.002

cited authors

  • Khan, Arslan Qayyum; Muhammad, Syed Ghulam; Raza, Ali; Pimanmas, Amorn

authors

publication date

  • March 1, 2026

keywords

  • Carbonation depth
  • Construction & Building Technology
  • DURABILITY
  • Engineering
  • Engineering, Civil
  • Ensemble models
  • Fly ash concrete
  • Machine learning
  • PAVEMENT
  • SHAP analysis
  • Science & Technology
  • Technology

Digital Object Identifier (DOI)

publisher

  • KEAI PUBLISHING LTD

start page

  • 74

end page

  • 90

volume

  • 6

issue

  • 1