Popular GitHub Repositories for Geomagnetic Storms

FourierFlow is a tool for generating synthetic financial time series data using deep generative models. This modified version is utilized for the Market Scenario Generator Hackathon: From Stability to Storms. It aims to provide effective synthetic data generation to model different financial scenarios.

GIC Forecasting & Analysis — A data-driven framework for modeling Geomagnetically Induced Currents using solar wind data, SuperMAG observations, and advanced ML techniques. Integrates domain physics, feature engineering, and imputation strategies to tackle real-world space weather challenges.

?️ Advanced ML system for geomagnetic storm prediction | 96.5% AUC | LightGBM + BiGRU meta-ensemble | 29-year space weather dataset | Production-ready

Experimental sonification of temperature sensor data revealing structured, speech-like patterns coinciding with geomagnetic disturbances. Includes original dataset processing, synthetic signal attempts, and full write-up.