Solar Flare Prediction Using Deep Learning

Analysing Solar Flares, project under Krittika, The Astronomy Club of IIT Bombay

SolART is a web application that turns solar weather data from NASA into synth tones and moving artwork. By feeding real-time data into an AI artwork generator (Lucid Sonic Dreams), SolART creates beautiful visualizations that change in response to proton flux caused by solar activity. SolART further sonificates the data by representing solar ac…

Solar Flare Prediction through Time Series Data Augmentation

An interactive timeline for GOES X-Ray data

Celerite Gaussian Process Detrending Combined with Quiet-Firing-Decay HMM for non-supervised Stellar Flare Detection using Photometric data

The official repository for Jux python package

Predicting solar flares with simple RNNs, LSTMs and GRUs.

Solar flare prediction RHESSI Mission

Codes for local helioseismology. Repository intended to make analysis of local helioseismology

A machine learning project leveraging LSTM, GRU, and Bidirectional LSTM + GRU models for accurate prediction of solar flare peak current per second (c/s) and energy magnitude, with comprehensive hyperparameter tuning for optimal performance

Resources for XUVI, Summer Project 2022, IIT Kanpur