Staff
Dr. Mohammed Mahmoud
Lecturer
Email: mohammed.mahmoud@tudublin.ie
Tel: 012207926
Dr Mohammed Mahmoud is a Lecturer in Civil and Structural Engineering at TU Dublin. He teaches a range of modules across civil engineering programmes, including water and environmental engineering, hydraulics, fluid mechanics, and structural mechanics. He is actively involved in supervising undergraduate and postgraduate research projects and contributes to curriculum development within the School of Transport and Civil Engineering.
Dr Mahmoud’s research focuses on data-driven approaches for understanding and managing water systems, with particular emphasis on hydrometeorology, hydrological modelling, and water quality assessment. His work integrates environmental data analysis, remote sensing, and emerging machine learning techniques to improve the monitoring and prediction of water resources under changing climatic conditions. His work has been published in leading international journals including Journal of Hydrology, Remote Sensing, and Atmospheric Research.
Dr Mahmoud also contributes to international education through TU Dublin’s collaboration with Nanjing Tech University in China and is committed to integrating data-driven methods, sustainability, and digital technologies into engineering education.
Teaching Areas
- Water and Environmental Engineering
- Civil Engineering Hydraulics
- Fluid Mechanics
- Hydrology and Environmental Modelling
- Structural Mechanics
- Earth Science
Research Interests
- Machine learning applications in hydrology and hydrometeorology
- Data-driven rainfall–runoff modelling
- Satellite precipitation evaluation and bias correction
- Hydrological modelling and climate change impacts
- Water quality modelling and river pollution assessment
Selected Publications
[1] Mohammed, S.; Nasr, A.; Mahmoud, M. Comprehensive Assessment of GPM-IMERG and ERA5 Precipitation Products Across Ireland. Remote Sens. 2025, 17, 3154. https://doi.org/10.3390/rs17183154
[2] da Silva, L.d.D.d.J.; Mahmoud, M.; González-Rodríguez, L.; Mohammed, S.; Rodríguez-López, L.; Arias, M.I.A. Assessment of the IMERG Early-Run Precipitation Estimates over South American Country of Chile. Remote Sens. 2023, 15, 573. https://doi.org/10.3390/rs15030573
[3] M. Mahmoud, S. A. Mohammed, M. A. Hamouda, M. Dal Maso, and M. M. Mohamed, “Performance of the imerg precipitation products over high-latitudes region of Finland,” Remote Sens., vol. 13, no. 11, 2021, doi: 10.3390/rs13112073.
[4] M. Mahmoud, M. A. Hamouda, and M. M. Mohamed, “Spatiotemporal evaluation of the GPM satellite precipitation products over the United Arab Emirates,” Atmos. Res., vol. 219, pp. 200–212, May 2019, doi: 10.1016/j.atmosres.2018.12.029
[5] M. Mahmoud, M. A. Hamouda, R. R. Al Kendi, and M. M. Mohamed, “Health risk assessment of household drinking water in a district in the UAE,” Water (Switzerland), vol. 10, no. 12, p. 1726, Nov. 2018, doi: 10.3390/w10121726.
[6] M. Mahmoud, M. A. Al-Zahrani, and H. O. Sharif, “Assessment of global precipitation measurement satellite products over Saudi Arabia,” J. Hydrol., vol. 559, pp. 1–12, 2018, doi: 10.1016/j.jhydrol.2018.02.015
Professional Activities
- Reviewer and guest editor for international journals including Remote Sensing, Water, and Hydrology
- Contributor to STEM outreach activities including the Civil and Structural Engineering Summer School (CTYI)
Research Profiles