My research focuses on long-lead drought forecasting as part of climate change adaptation. By coupling time-series decomposition with deep learning, I develop models that predict drought conditions months in advance, aiming to support proactive water resources planning.

Key word: Drought forecasting, Climate change adaptation, Time-series decomposition, Deep Learning, Water resources planning

My research focuses on quantifying energy losses in surcharged sewer manholes to support urban flood mitigation. Through hydraulic model experiments on combining manholes, I derive head loss coefficients for three-way and four-way junctions across square and circular shapes and a range of manhole sizes, aiming to provide practical design coefficients for sewer systems.

Key word: Head loss coefficient, Surcharged combining manhole, Hydraulic model experiment, Urban flood analysis, Sewer design