Science processing code for the PUNCH mission

💨 This repository contains the source code and additional resources for the paper "Leveraging Physics-Informed Neural Networks as Solar Wind Forecasting Models". The paper discusses the challenges of solar wind forecasting and the application of Physics-Informed Neural Networks (PiNNs) to improve prediction accuracy and computational efficiency.

Solar Wind classification using Self-Organizing Maps

a virtual solar wind monitor (vSWIM) for Mars with Gaussian processes

Applications of HUX Technique to a variety of heliospheric in-situ datasets.

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.

Solve the two Elsasser variables given background solar wind profiles.

Associated repository for the "Is Earth's Magnetosphere Under Threat? How to Prepare for Geomagnetic Reversal!" 15 minute discourse podcast on YouTube!

Прогнозирование космической погоды/солнечного ветра

MATLAB code for running RMHD plasma simulations

Investigation of Near Earth Space Environment with Satellite Data

Coronal Radio Sounding experiment results for Solar Wind flow speeds from the Indian Mars Orbiter Mission

A neural-network toolkit predicting magnetopause locations from solar wind data, with visualization utilities and synthetic boundary generation.