Biovism team

Sait Mutlu Karahan

Ph.D. Student

Ghent University (UGent)

Sait Mutlu Karahan is a PhD student in Bioscience Engineering with a strong background in water resources management, computer programming, and data analysis. His current research involves the hybrid modeling of surface water systems using online sensor data.

Interests

Hybrid modeling
Water resources management
Sensor data
Statistical analysis
Data-driven algorithms

Education

Research

PhD in Bioscience Engineering - Mathematical Modelling 2023 - Ongoing Ghent University (UGent)
MSc in Civil Engineering (Water Resources Management) 2022 Izmir Institute of Technology
BSc in Civil Engineering 2018 Izmir Institute of Technology

Hybrid Modelling of Surface Water Systems

Latest Publications

Towards smart water monitoring: IoT-driven LSTM modelling for multi-step-ahead forecasting of river salinity dynamics

Sait Mutlu Karahan, Wouter Vandenbruwaene, Janelcy Alferes Castano, Frie Van Bauwel, Maarten Van Loo, Jan Verwaeren

Journal of Environmental Management - 2025

Explainable AI for aquatic environmental intelligence : a SHAP-enhanced LSTM approach using high-frequency water quality data in a river system

Sait Mutlu Karahan, Wouter Vandenbruwaene, Janelcy Alferes Castano, Jan Verwaeren

Journal of Hydroinformatics - 2025