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Daniel da Silva's Projects

bitstring icon bitstring

A Python module to help you manage your bits

dasilva-invariants icon dasilva-invariants

A Package for Radiation Belt Science. Calculation of Adiabatic Invariants from SWMF, LFM, T96, and TS05 magnetic field models.

dmsp-dispersion-detection icon dmsp-dispersion-detection

Model to automatically identify Cusp Ion-Energy Dispersion Events from DMSP satellite data, associated with publications da Silva et al. 2022 and 2024

ensemble-solar-wind-connectivity icon ensemble-solar-wind-connectivity

This code accompanies the paper "Ensemble Forecasts of Solar Wind Connectivity to 1 Rs using ADAPT-WSA", to be published in the AGU Journal Space Weather in 2023

helioml icon helioml

A book about machine learning, statistics, and data mining for heliophysics

plasma-compression-neurips-2022 icon plasma-compression-neurips-2022

End-to-end demonstration of an autoencoder compression algorithm for plasma ion data from the MMS/FPI space instrument. Accompanies the publications da Silva et al., Frontiers in Astronomy and Space Sciences (2023) and da Silva et al., NeurIPS (2022)

pygeopack icon pygeopack

Wrapper for geopack-08 used for the Tsyganenko magnetic field models

scipy icon scipy

Scipy library main repository

scispark icon scispark

Scientific Spark - a NASA AIST14 project

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

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