A A Masrur Ahmed
PhD Researcher: University of Southern Queensland
Assistant Professor (On Leave): Leading University
I am a passionate data science and deep learning user to understand the changes in hydro-meteorological extremes (e.g., drought and flood index etc.). I am currently working on developing a Hybrid Deep Learning forecasting model to forecast the hydrological variables in Australia’s Murray Darling Basin. I also work in bias correction of GCM/CMIP5 simulated variables and GFS forecast variables under global warming scenarios.
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 evapotranspiration, sea-level rise, and extreme rainfall)
Data-driven deep 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
AI-Driven 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.
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
