DeepDISC-Euclid: Source Classification and Photometric Redshifts in Euclid Deep Field North With a Pixel-Level Deep Learning Approach

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Jiang, Yuanzhe, Shen, Yue, Merz, Grant, Lin, Shurui, Liu, Xin, Pan, Zhiwei, Zhuang, Mingyang, Roster, William, Salvato, Mara, Siudek, Malgorzata, Stevens, Grant
Format:	Preprint
Published:	2026
Subjects:	Astrophysics of Galaxies Instrumentation and Methods for Astrophysics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Photometric Redshifts in JWST Deep Fields: A Pixel-Based Alternative with DeepDISC
by: Merz, Grant, et al.
Published: (2025)

DeepDISC-photoz: Deep Learning-Based Photometric Redshift Estimation for Rubin LSST
by: Merz, Grant, et al.
Published: (2024)

Detection, Instance Segmentation, and Classification for Astronomical Surveys with Deep Learning (DeepDISC): Detectron2 Implementation and Demonstration with Hyper Suprime-Cam Data
by: Merz, G. M., et al.
Published: (2023)

Euclid Preparation. Cosmic Dawn Survey: Data release 1 multiwavelength catalogues for Euclid Deep Field North and Euclid Deep Field Fornax
by: Euclid Collaboration, et al.
Published: (2024)

Euclid Quick Data Release (Q1) Ultracool dwarfs in the Euclid Deep Field North
by: Mohandasan, A., et al.
Published: (2025)

Euclid preparation. 3D reconstruction of the cosmic web with simulated Euclid Deep spectroscopic samples
by: Euclid Collaboration, et al.
Published: (2026)

Reconnaissance ultracool spectra in the Euclid Deep Fields
by: Zhang, Jerry Jun-Yan, et al.
Published: (2024)

Euclid: Quick Data Release (Q1) -- A photometric search for ultracool dwarfs in the Euclid Deep Fields
by: Žerjal, M., et al.
Published: (2025)

Euclid preparation. The Cosmic Dawn Survey (DAWN) of the Euclid Deep and Auxiliary Fields
by: Euclid Collaboration, et al.
Published: (2024)

Host galaxy identification of LOFAR sources in the Euclid Deep Field North
by: L., Bisigello, et al.
Published: (2025)

Euclid: Photometric redshift calibration with self-organising maps
by: Roster, W., et al.
Published: (2025)

PICZL: Image-based Photometric Redshifts for AGN
by: Roster, William, et al.
Published: (2024)

Euclid: Identifying the reddest high-redshift galaxies in the Euclid Deep Fields with gradient-boosted trees
by: Signor, T., et al.
Published: (2024)

Euclid. I. Overview of the Euclid mission
by: Euclid Collaboration, et al.
Published: (2024)

Deep Learning Approach to Photometric Redshift Estimation
by: Chunduri, Krishna, et al.
Published: (2023)

Euclid preparation. Observational expectations for redshift z<7 active galactic nuclei in the Euclid Wide and Deep surveys
by: Euclid Collaboration, et al.
Published: (2024)

Euclid Quick Data Release (Q1). An investigation of optically faint, red objects in the Euclid Deep Fields
by: Euclid Collaboration, et al.
Published: (2025)

Deep Learning Improves Photometric Redshifts in All Regions of Color Space
by: Moran, Emma R., et al.
Published: (2025)

Euclid: Early Release Observations -- Deep anatomy of nearby galaxies
by: Hunt, L. K., et al.
Published: (2024)

Euclid: Photometric redshift calibration with the clustering redshifts technique
by: d'Assignies, W., et al.
Published: (2025)

Euclid preparation. Optical emission-line predictions of intermediate-z galaxy populations in GAEA for the Euclid Deep and Wide Surveys
by: Euclid Collaboration, et al.
Published: (2024)

Deep Spectroscopy with DESI for Photometric Redshift Training and Calibration
by: Dey, Biprateep, et al.
Published: (2026)

Euclid Quick Data Release (Q1). A first view of the star-forming main sequence in the Euclid Deep Fields
by: Euclid Collaboration, et al.
Published: (2025)

Optimizing Deep Learning Photometric Redshifts for the Roman Space Telescope with HST/CANDELS
by: Khederlarian, Ashod, et al.
Published: (2026)

Euclid: Quick Data Release (Q1) -- Photometric studies of known transients
by: Duffy, C., et al.
Published: (2025)

Euclid Quick Data Release (Q1): Hunting for luminous z > 6 galaxies in the Euclid Deep Fields -- forecasts and first bright detections
by: Euclid Collaboration, et al.
Published: (2025)

A GMRT 610 MHz radio survey of the North Ecliptic Pole (NEP, ADF-N) / Euclid Deep Field North
by: White, Glenn J., et al.
Published: (2024)

Euclid Quick Data Release (Q1). The active galaxies of Euclid
by: Euclid Collaboration, et al.
Published: (2025)

Euclid Quick Data Release (Q1) -- Spectroscopic search, classification and analysis of ultracool dwarfs in the Deep Fields
by: Dominguez-Tagle, C., et al.
Published: (2025)

Euclid preparation. LXVII. Deep learning true galaxy morphologies for weak lensing shear bias calibration
by: Euclid Collaboration, et al.
Published: (2024)

Euclid Quick Data Release (Q1). Photometric redshifts and physical properties of galaxies through the PHZ processing function
by: Euclid Collaboration, et al.
Published: (2025)

Euclid. III. The NISP Instrument
by: Euclid Collaboration, et al.
Published: (2024)

Euclid: Asteroid rotation periods from the Euclid Ecliptic Survey
by: Irureta-Goyena, B. Y., et al.
Published: (2026)

Deep Extragalactic VIsible Legacy Survey (DEVILS): Satellite Quenching at Intermediate Redshift
by: Davies, L. J. M., et al.
Published: (2025)

Euclid preparation. LVIII. Detecting globular clusters in the Euclid survey
by: Euclid Collaboration, et al.
Published: (2024)

Galaxy Spectra neural Network (GaSNet). II. Using Deep Learning for Spectral Classification and Redshift Predictions
by: Zhong, Fucheng, et al.
Published: (2023)

Euclid preparation. Simulating thousands of Euclid spectroscopic skies
by: Euclid Collaboration, et al.
Published: (2025)

Euclid. IV. The NISP Calibration Unit
by: Euclid Collaboration, et al.
Published: (2024)

Euclid: Quick Data Release (Q1) -- Watching ICM-selected galaxy clusters with Euclid eyes -- prospects of Euclid data in the context of large SZ and X-ray based surveys
by: Klein, M., et al.
Published: (2025)

Galaxy Zoo: Cosmic Dawn -- morphological classifications for over 41,000 galaxies in the Euclid Deep Field North from the Hawaii Two-0 Cosmic Dawn survey
by: Pearson, James, et al.
Published: (2025)