Abul 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
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
