Name: Axel Donath
Type: User
Company: Center for Astrophysics | Harvard & Smithsonian
Bio: I'm a postdoctoral researcher at the Center for Astrophysics. I work on statistical methods and machine learning for analysis of low counts astronomical data.
Location: Cambridge, MA
Blog: https://axeldonath.com
Axel Donath's Projects
N-body and hydro analysis tools for Python 3. (Older versions support Python 2.)
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Astropy affiliated package for region handling
1st ASTERICS-OBELICS International School
2nd ASTERICS-OBELICS International School
3rd ASTERICS-OBELICS International School
ESCAPE Summer School 2021
Repository with draft content for the Pydantic tutorial at SciPy 2023
Tools used to generate the SciPy conference proceedings
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.
Fit models to your data in Python with Sherpa.
Fully reproducible, open source scientific articles in LaTeX.
A Snakemake workflow for Chandra data reduction
A Snakemake workflow for Fermi-LAT data reduction
Some test data for the Snakemake Fermi-LAT workflow. It comprises one month of Crab data from the beginning of the mission.
Image Deconvolution via Noise-Tolerant Self-Supervised Inversion
Python toolbox for creation of star trail timelapse videos
The tiniest of Gaussian Process libraries
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.
React
Typescript
Django
Laravel
Facebook
Microsoft
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Alibaba
D3
Tencent