Article

Rabie, Mohamed, Almutairi, Fahad Falah, Tsavdaridis, Konstantinos Daniel and Shaaban, Ibrahim ORCID: https://orcid.org/0000-0003-4051-341X (2026) Machine learning-driven capacity design and embodied carbon reduction optimization in composite reduced web section (RWS) connections. Advances in Engineering Software, 217. ISSN 0965-9978

Rabie, Mohamed, Bahadori-Jahromi, Ali ORCID: https://orcid.org/0000-0003-0405-7146 and Shaaban, Ibrahim ORCID: https://orcid.org/0000-0003-4051-341X (2025) Optimisation of glass and carbon fibre-reinforced concrete with external enzymatic self-healing: an experimental and environmental impact study. Buildings, 15 (19).

Rabie, Mohamed, Ibrahim, Mohamed, Ebead, Usama and Shaaban, Ibrahim ORCID: https://orcid.org/0000-0003-4051-341X (2025) Optimising sustainable alkali-activated mortar: experimental work and machine learning predictions. Proceedings of the Institution of Civil Engineers - Structures and Buildings. ISSN 0965-0911

Thesis

Rabie, Mohamed (2025) Sustainable and durable Cementitious Composites: experimental development, structural application and Machine Learning-Driven optimisation. Doctoral thesis, University of West London.