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ZENODO
Model . 2025
License: http://www.gnu.org/licenses/agpl.txt
Data sources: ZENODO
ZENODO
Model . 2025
License: https://www.gnu.org/licenses/agpl.txt
Data sources: Datacite
ZENODO
Model . 2025
License: https://www.gnu.org/licenses/agpl.txt
Data sources: Datacite
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The model for "ABC-SN: Attention Based Classifier for Supernova"

appsOther research productkeyboard_double_arrow_right Model 30 Jul 2025 English Publisher:Zenodo
Authors: Fortino, Willow; Bianco, Federica Bettina; Protopapas, Pavlos; Muthukrishna, Daniel; Brockmeier, Austin Jay;

doi: 10.5281/zenodo.16620817 , 10.5281/zenodo.16620816

The model for "ABC-SN: Attention Based Classifier for Supernova"

Abstract

This is a frozen version of ABC-SN, a classifier model designed to predict supernova subtype based on supernova spectra. The model is trained to predict one of the following supernova subtypes: Ia-norm, Ia-91T, Ia-91bg, Iax, Ib-norm, Ibn, IIb, Ic-norm, Ic-broad, IIP. The model expects data to be pre-processed according to the SNID preprocessing steps (Blondin & Tonry 2007), additionally re-binned to a spectral resolution of R = 100 formatted as a NumPy array.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average