ASCL.net

Astrophysics Source Code Library

Making codes discoverable since 1999

ASCL Code Record

[ascl:2102.017] mirkwood: SED modeling using machine learning

mirkwood uses supervised machine learning to model non-linearly mapping galaxy fluxes to their properties. Multiple models are stacked to mitigate poor performance by any individual model in a given region of the parameter space. The code accounts for uncertainties arising both from intrinsic noise in observations and from finite training data and incorrect modeling assumptions, and provides highly accurate physical properties from observations of galaxies as compared to traditional SED fitting.

Code site:
https://github.com/astrogilda/mirkwood
Described in:
https://ui.adsabs.harvard.edu/abs/2021arXiv210104687G
Bibcode:
2021ascl.soft02017G

Views: 191

ascl:2102.017
Add this shield to your page
Copy the above HTML to add this shield to your code's website.