no code implementations • 18 Aug 2022 • Moumita Bhowmik, Manmeet Singh, Suryachandra Rao, Souvik Paul
Simulation of turbulent flows, especially at the edges of clouds in the atmosphere, is an inherently challenging task.
no code implementations • 20 Jun 2021 • Manmeet Singh, Bipin Kumar, Suryachandra Rao, Sukhpal Singh Gill, Rajib Chattopadhyay, Ravi S Nanjundiah, Dev Niyogi
This study is a proof-of-concept showing that residual learning-based UNET can unravel physical relationships to target precipitation, and those physical constraints can be used in the dynamical operational models towards improved precipitation forecasts.
