A A Masrur Ahmed
Assistant Professor (On Leave): Leading University
PhD Researcher: University of Southern Queensland
I graduated from Shahjalal University of Science and Technology with a B. Sc. In Civil and Environmental Engineering in 2009. I completed my MSc Engineering in Civil and Environmental Engineering from the same University. After completing my studies, I joined as a Lecturer in the Department of Civil Engineering, Leading University. However, currently, I am doing my doctoral research at the University of Southern Queensland, Springfield, Australia. As a PhD candidate, I am working on the development of a Hybrid Deep Learning forecasting model to forecast the hydrological variables in Australia’s Murray Darling Basin. Apart from my academic duties, I am working as a Joint Secretary of JCPSC Alumni Association, a social service association in Bangladesh.
Research Interest
Future projection of local hydrological variables under CMIP5 simulated RCP4.5 and RCP8.5 global warming scenarios.
Bias correction of CMIP5/GCM simulated variables and GFS forecast variables.
Changes in hydro-meteorological extremes (e.g. flood Index, drought, reference evapo-transpiration, sea-level rise, and extreme rainfall)
Data-driven machine learning models in hydrology, climatology, and decision making
Hybrid-deep-learning approach for a decision support system for hydrological variables.
Hybrid-deep-learning approach for Air Quality Index (AQI) forecasting.
Irrigation water requirement using CROPWAT model
Statistical Downscaling
Water quality monitoring and application of DO-predictive approach
Current Works/ Projects
Deep learning-based future projection of hydrological variables under global warming scenarios (under PhD)
Bias correction of GFS forecast variables for solar power generation (under APR internship)
Market price forecast model using machine learning.
AQI-predictive model for Bangladesh.
Hybrid deep learning predictive model for Mean Sea Level change.
Upcoming Events
Keynote Speaker at the Webinar on
"Data-Driven Predictive Model of Hydrological Variables: A Perceptive of Bangladesh"
Date: April 7, 2021; Organized By: CE Family of Leading University
Honors and Awards
USQ-CAS Postgraduate Research Scholarship
International Post-graduate Research Scholarship (Declined)
Turkish Government Scholarship (Declined)
SUST Merit Scholarship
Membership
Institute of Engineers, Bangladesh
Bangladesh Earthquake Society
