Since 2023, three different weather models based on deep learning architectures have been published in high impact journals, viz. Pangu Weather (Nature, [1]), GraphCast (Science, [2]), and Neural GCM (Nature, [3]). This was the result of efforts by b
Section: Earth, Atmosphere & Environment Sciences (Research Project)
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The Second
The Second Revolution in Weather and Climate Forecasting in India: Building and Operationalizing Deep Learning AI models for Advancing Weather and Climate Prediction in India
Research Project › Earth, Atmosphere & Environment Sciences
Prediction of
Prediction of Storms Signatures Using Level Set Segmentation Based Fractional Order Optical Flow and Deep Learning Models by Utilizing Satellite Images
Research Project › Engineering Sciences
Cyclone Intensity
Cyclone Intensity and Track Prediction using Deep Learning
Research Project › Earth, Atmosphere & Environment Sciences
Microwave satellite
Microwave satellite data assimilation in Weather Research & Forecasting model through deep learning for improved forecasting of surface and sub-surface soil moisture conditions
Research Project › Earth, Atmosphere & Environment Sciences
Prediction of
Prediction of Indian Summer Monsoon Active and Break Cycles using Deep Learning.
Research Project › Earth, Atmosphere & Environment Sciences