Searching for LSB galaxies in LSST-DP1 using Transfer Learning

A pilot study on searching for low surface brightness galaxies using transfer learning methods in the LSST ComCam's DP1 dataset

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-09-16
DOI
https://doi.org/10.5281/zenodo.17251950
Primary Topic
Machine Learning and Data Classification
Type
article
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article

Searching for LSB galaxies in LSST-DP1 using Transfer Learning

Zenodo (CERN European Organization for Nuclear Research)
Machine Learning and Data Classification
article

Searching for LSB galaxies in LSST-DP1 using Transfer Learning

article en

Abstract

A pilot study on searching for low surface brightness galaxies using transfer learning methods in the LSST ComCam's DP1 dataset

Zenodo (CERN European Organization for Nuclear Research)
National Centre for Nuclear Research (PL)
Openalex Percentile: Top 24%
Machine Learning and Data Classification
DOIOpen Access PDFOpenAlex
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Searching for LSB galaxies in LSST-DP1 using Transfer Learning · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS