Abul Abrar Masrur Ahmed
Postdoctoral Research fellow in Water Resource Modelling
The University of Melbourne
A dedicated data scientist with experience in deep learning and machine learning techniques for hydrology, water resources, renewable energy, bias correction, and climate extremes. I have an ever-evolving research profile with ten years of academic teaching experience. I am keen to build a career in applied data science and artificial intelligence to understand data and make impactful data-driven decisions. I look forward to work with dedicated teams on grants, publications, HDR supervisions, and teaching/research opportunities.
Research Interest
Disaggregation of Annual Irrigation water use
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
Desegregation of Annual Water Use
Deep learning-based future projection of hydrological variables under global warming scenarios (under PhD)
Bias correction of GFS forecast variables for solar power generation
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
Excellence Award in Doctoral Research for the highest possible result
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
