Solar Wind classification using Self-Organizing Maps
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Updated
Jul 25, 2024 - TeX
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
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
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