New Delhi, June 25 -- Artificial intelligence is transforming meteorological prediction through innovative approaches to tropical cyclone tracking and monsoon forecasting, two recent studies by the Indian Institute of Technology (IIT), Delhi, researchers have demonstrated. The studies conducted under Professors Sandeep Sukumaran and Hairprasad Kodamana, have been published in the "Journal of Geophysical Research: Machine Learning and Computation".
The first study achieved significant advances in monsoon prediction through the application of transformer neural networks. The research team trained their model on a quarter-century of high-resolution satellite precipitation data, enabling the system to accurately forecast monsoon intraseasonal ...