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Keywords: machine learning (ML)
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Journal Articles
Machine learning integration for smarter, more adaptive systems in large-scale 3D printing
Available to Purchase
Proceedings of the Institution of Civil Engineers - Structures and Buildings (2026) 179 (3): 264–287.
Published: 25 February 2026
...-time adaptability. This paper explores how machine learning ( ML ) can address these barriers. Through supervised, unsupervised, reinforcement and deep learning methods, ML strengthens quality control, robotic path planning, predictive maintenance and adaptive optimisation. Continuous sensing...
Journal Articles
Optimising sustainable alkali-activated mortar: experimental work and machine learning predictions
Available to Purchase
Proceedings of the Institution of Civil Engineers - Structures and Buildings (2025) 178 (9): 828–850.
Published: 01 August 2025
...Mohamed Rabie; Mohamed Ibrahim; Usama Ebead; Ibrahim G. Shaaban This pioneering research involved an in-depth experimental evaluation of the mechanical properties of ambient-cured alkali-activated mortar (AAM), while assessing an innovative machine learning (ML) driven solution for sustainable...
