PhD Advisor: Prof. Jonathan L. Goodall
Research Group: UVA Hydroinformatics, Research Lab: UVA Link Lab
Forecasting Street-Scale Flooding using Machine Learning Surrogate Models
Transferability of Machine Learning Models for Street-Scale Flooding
Embedding Physics into Machine Learning Models for Street-Scale Flooding
"Developing Flash Flood Early Warning System", supported by IFAD
"Promoting Resilience of vulnerable through access to Infrastructure, Improved Skills and Information (PROVATi3)", supported by IFAD
"Feasibility Study for Chittagong-Cox's Bazar Expressway: Satellite image analysis for Bank stability", supported by RHD
"Disaster Mitigation against Floods and Storm Surges in Bangladesh", supported by JST-JICA
"Flood Control, Drainage and Irrigation System in Sylhet District", supported by BWDB
"Resuscitation of Ichamoti River in Pabna District", supported by BWDB
River Morphology Division
Course: Water Resources Engineering Theory (CE 3220/EVSC 4340)
Topics: Hydrologic Processes, Surface Runoff, OCF, Groundwater Flow, Pipe Flow, Reservoir and Streamflow Routing
Held office hours and graded assignments
Course: Water Resources Engineering Labs (CE 3222)
Topics: GIS/ ArcPro, Watershed Delineation, Infiltration, SCS Unit Hydograph, HEC-HMS, SWMM, HEC-RAS, Design Project
Lab instructions, prepared lectures, quizzes, exams, and assignments
Graded final exam
Course: Watershed Hydrology (WFM 5101)
Topics: Hydrologic Cycle, Water Balance, Precipitation, Evapotranspiration, Infiltration, Runoff, Unit Hydrograph, Frequency Analysis, Land Use, Climate Change
Developed lectures, quizzes, exams, and assignments
Graded assignments and final exam
Course: Survey in Water Resources Projects (WFM 5204)
Topics: Importance and Classification of Surveying, Topographic Survey, Hydrographic Survey, Geological Survey, Remote Sensing, Earthwork computation, Project Surveying
Developed lectures, quizzes, exams, and assignments
Graded assignments and final exam
Assisted Prof. Jon Goodall in writing a proposal titled "Artificial Intelligence-Based Optimization for Climate-Induced Flood Resilience in the Communities of Hampton Roads" (DE-FOA-0002915) in conjunction with DOE-ODU collaborators (Pending)
Assisted Prof. Jon Goodall in writing a proposal titled "Integrating Machine Learning, Physics-based Modeling, and the Internet of Things to Predict and Forecast Street-Scale Flood Risk: Case Study for Coastal Virginia," submitted for AWS research awards – Proposal ID: 11879 (Rejected)
Reviewer, Journal of Hydrology; Springer; Geomatics, Natural Hazards and Risk; Journal of Agricultural Science and Technology A & B
Executive Member, Civil Engineering, Grad. Student Council 2021-2022, Dept. of Engineering Systems and Environment, University of Virginia
Member, Organizing Committee, 6th and 7th International Conference on Water and Flood Management 2019, (ICWFM 2017 & 2019), IWFM, BUET
Member, Self-Assessment Committee and Website Maintenance Team, IWFM, BUET
USA (Online)
AGU Pre-Conference Workshop, Washington DC, USA
Link Lab Research Day 2023, UVA, USA
Link Lab, UVA, USA.
Australia (Online)
UVA, USA
Research Computing, UVA, USA
IWFM, BUET, Bangladesh
IWFM, BUET, Bangladesh
Council Bhaban, BUET, Bangladesh
BUET, Bangladesh
The University of the Chinese Academy of Sciences, ICIMOD, Beijing, China
HUC, ICIMOD, Kathmandu & Pokhara, Nepal.
Institute of Tibetan Plateau Research, CAS, Beijing & Lanzhou, China
CEGIS, Dhaka, Bangladesh
BCAS, Dhaka, Bangladesh
IWFM, BUET, and LGED, Bangladesh