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Welcome to my GitHub page!

I'm a postdoctoral researcher at the Center for Astrophysics. My main research interests include statistical methods and machine learning for analysis of low counts data in general. I'm also interested in methods to combine data from multiple instruments. I'm the lead developer of the open source software package Gammapy, sub-package maintainer of Astropy and a member of the CHASC astro-statistics collaboration. I'm also editor for the Astronomy and Astrophysics track of the Journal of Open Source Software JOSS.

Here you can find an overview of my activities on GitHub:

Axel Donath's Projects

sf_deconvolve icon sf_deconvolve

A Python code designed for PSF deconvolution using a low-rank approximation and sparsity. The code can handle a fixed PSF for the entire field or a stack of PSFs for each galaxy position.

sherpa icon sherpa

Fit models to your data in Python with Sherpa.

showyourwork icon showyourwork

Fully reproducible, open source scientific articles in LaTeX.

ssi-code icon ssi-code

Image Deconvolution via Noise-Tolerant Self-Supervised Inversion

startrack icon startrack

Python toolbox for creation of star trail timelapse videos

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