Research output per year
Research output per year
Research activity per year
Majdi Fanous is a postgraduate researcher at the Centre of Computational Science and Mathematical Modelling (CSM) at Coventry University. He is conducting his research under the Global Challenges Research Fund (GCRF).
In addition to his research, Majdi has assisted in delivering several modules at Coventry University including statistics, machine learning, and artificial neural networks. He has also co-supervised multiple postgraduate students in their Masters project.
After receiving a Bachelor of Engineering degree in Chemical Engineering from the American University of Beirut (AUB), Lebanon, he went on to pursue a Master of Science degree in Data Science and Computational Intelligence at Coventry University.
Majdi's research interests are in developing fast, efficient, and accurate machine learning surrogate models to replace complex numerical models. The application of his research is in modelling the hydro-morphodynamics of mangrove environments to quantify their ability to mitigate climate change impacts such as sea-level rise and coastal erosion.
Enhancing Mangrove Forest Resilience Against Coastal Degradation and Climate Change Impacts Using Advanced Bayesian Machine Learning Methods
Supervisory Team
Dr Alireza Daneshkhah (Director of Study)
Dr Renji Remesan (External - IIT)
Modelling of Hydro-Morphodynamic Systems Using Deep Gaussian Process
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Data Science and Computational Intelligence, MSc, Coventry University
17 Jan 2020 → 14 Jan 2021
Award Date: 14 Jan 2021
Chemical Engineering, Degree, American University of Beirut
1 Sep 2015 → 1 May 2019
Award Date: 1 May 2019
Research output: Contribution to conference › Poster
Majdi Fanous (Speaker)
Activity: Participating in or organising an event › Participation in conference
Majdi Fanous (Speaker)
Activity: Participating in or organising an event › Participation in conference