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ast2210_h19

A solar physics assignment created for AST2210

chmap

A python package focused on the detection, mapping, tracking, and general analysis of coronal holes in the solar corona.

coronal_holes

Source code to reproduce coronal holes segmentation model.

datascience

This is the Data Science course material and lectures.

deepem

Demonstrating a Deep Learning Approach for DEM Inversion

farnet-ii

FarNet-II usage example.

farside

helioml

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

jeong2020_solarfarsidemagnetograms

Jeong et al. (2020) "Solar coronal magnetic field extrapolation from synchronic data with AI-generated farside", The Astrophysical Journal Letters, Volume 903, Issue 2, id.L25, 9 pp.

machine-learning-with-solar-data

Predict solar eruptions using data from the NASA Solar Dynamics Observatory together with machine learning methods

psp_scholars_workshop

sharps

The SHARP data includes images of active regions, together with metadata keywords that describe their characteristics, taken by the NASA Solar Dynamics Observatory

smarps

The SMARP data includes images of active regions, together with metadata keywords that describe their characteristics, taken by the ESA/NASA Solar and Heliospheric Observatory

solar_euv_synoptic_movies

solarmach

Python package of the multi-spacecraft longitudinal configuration plotter Solar-MACH

solarmaggan

summer-school-24

2024 PyHC Summer School Materials

u-net

https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1