K

T

KRAKOWSKI , T.

Last name: KRAKOWSKI

First name: T.

2018 (v1)

Publication

Metadata-only

The VIMOS Public Extragalactic Redshift Survey (VIPERS): The complexity of galaxy populations at 0.4 < z < 1.3 revealed with unsupervised machine-learning algorithms

Siudek, M. Małek, K. Pollo, A.

Aims. Various galaxy classification schemes have been developed so far to constrain the main physical processes regulating evolution of different galaxy types. In the era of a deluge of astrophysical information and recent progress in machine learning, a new approach to galaxy classification has become imperative. Methods. In this paper, we...

Uploaded on: April 14, 2023
September 2018 (v1)

Journal article

Metadata-only

The VIMOS Public Extragalactic Redshift Survey (VIPERS)

Siudek, M. Małek, Kasia Pollo, A.

Aims. Various galaxy classification schemes have been developed so far to constrain the main physical processes regulating evolution of different galaxy types. In the era of a deluge of astrophysical information and recent progress in machine learning, a new approach to galaxy classification has become imperative.Methods. In this paper, we...

Uploaded on: December 4, 2022