Solar Wind classification using Self-Organizing Maps

💨 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.

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

This is a fork of the codeberg NASA and EPA satellite solar wind analysis project.

Solve the two Elsasser variables given background solar wind profiles.

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

Science processing code for the PUNCH mission

MATLAB code for running RMHD plasma simulations

API that allows you to get data from satelites, sensors (NASA & Astronomical Observatory, Kyoto)

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