Sameh Fuqaha
Civil engineering · Muhammadiyah University of Yogyakarta
Biography
Sameh Fuqaha is a civil engineer and researcher specializing in sustainable construction materials, machine learning applications in civil engineering, and performance modeling of eco-friendly concrete systems. His work integrates artificial intelligence, statistical modeling, and experimental materials engineering to develop low-carbon and resource-efficient construction solutions. His research focuses on predicting mechanical and durability properties of sustainable concrete incorporating non-potable water, geopolymer binders, bentonite, and recycled materials. He is also active in bibliometric research, structural performance assessment, and AI-driven optimization of building materials.
Education
Master of Engineering in Civil Engineering (2024–2026) Universitas Muhammadiyah Yogyakarta, Indonesia Thesis: Machine learning and statistical modeling for sustainable concrete strength prediction using non-potable water, self-compacting geopolymer, and bentonite plastic concrete Postgraduate Program in Environmental Studies (2020–2021) Ben-Gurion University of the Negev, Israel Thesis: Green Building Design for Arid Regions Bachelor of Science in Civil Engineering (2013–2018) Muğla Sıtkı Koçman University, Turkey Erasmus+ Exchange: Politécnico da Guarda, Portugal
Recent Scopus Publications
- Debris flow prediction and impact mitigation: A comprehensive review and bibliometric perspective
- Seismic Shear Strength Prediction of RC Joints Using Shallow Neural Networks
- PREDICTING BENTONITE PLASTIC CONCRETE PERFORMANCE USING MACHINE LEARNING
- Performance of Concrete Mixed with Non-Potable Water Sources: A Compressive Strength Investigation
- A hybrid IVIF-MDL-MARCOS framework for sustainable selection of bamboo composites in green construction
Research Outputs
Machine learning models for concrete strength prediction, bibliometric mapping tools for sustainable materials research, and AI-based structural performance prediction frameworks.
Grants / Consultancy
None Technical input on sustainable concrete materials and data-driven performance evaluation (academic and pilot research level).
Links
- ORCID https://orcid.org/0009-0000-6914-7148
- Google Scholar https://scholar.google.com/citations?user=owDDnDidBPkC
- Scopus https://www.scopus.com/authid/detail.uri?authorId=60084420500