Search Results for author: Vishal Upendran

Found 3 papers, 0 papers with code

Heating and dynamics of the Solar atmosphere

no code implementations4 Apr 2023 Vishal Upendran

In this thesis, we use narrowband photometric, spectroscopic, and disc-integrated emission of the solar atmosphere ranging from Near Ultraviolet to X-rays along with in-situ solar wind measurements to understand (i).

Global geomagnetic perturbation forecasting using Deep Learning

no code implementations12 May 2022 Vishal Upendran, Panagiotis Tigas, Banafsheh Ferdousi, Teo Bloch, Mark C. M. Cheung, Siddha Ganju, Asti Bhatt, Ryan M. McGranaghan, Yarin Gal

The model summarizes 2 hours of solar wind measurement using a Gated Recurrent Unit, and generates forecasts of coefficients which are folded with a spherical harmonic basis to enable global forecasts.

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