Galaxy Morphology Classification via Deep Semisupervised Learning with Limited Labeled Data

Galaxy morphology classification plays a crucial role in understanding the structure and evolution of the Universe. With galaxy observation data growing exponentially, machine learning has become a core technology for this classification task. However, traditional machine learning methods predominan...

Deskribapen osoa

Xehetasun bibliografikoak

Egile Nagusiak:	Zhijian Luo, Jianzhen Chen, Zhu Chen, Shaohua Zhang, Liping Fu, Hubing Xiao, Chenggang Shu
Formatua:	Artigo
Hizkuntza:	Inglês
Argitaratua:	IOP Publishing 2025-01-01
Saila:	The Astrophysical Journal Supplement Series
Gaiak:	Galaxies Convolutional neural networks Ground-based astronomy Astronomy data modeling Astronomy data analysis Computational astronomy
Sarrera elektronikoa:	https://doi.org/10.3847/1538-4365/addb4c
Etiketak:	Etiketa erantsi Etiketarik gabe, Izan zaitez lehena erregistro honi etiketa jartzen!