Selected Work
TabNet for …
Estimating high-resolution vertical wind speed profiles from global reanalysis data using TabNet and transfer-learning concepts.
Wind Gust Field …
Deep-learning framework for generating high-resolution wind gust fields from sparse Mesonet observations, designed for operationally relevant nowcasting.
WRF Calibration with ML …
Machine-learning-based sensitivity analysis and calibration of WRF physics for improved cyclone prediction in the Bay of Bengal.
