Image de couverture de livre

Joint probabilistic inference of galaxy redshifts and rest-frame spectra from photometric fluxes with latent diffusion

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Guo, Han-Yue, Eriksen, Martin
Format:	Preprint
Publié:	2026
Sujets:	Astrophysics of Galaxies
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Structural evolution of quiescent galaxies at intermediate redshifts at UV and red rest-frame wavelengths
par: Pizzardo, Michele, et autres
Publié: (2025)

UVCANDELS: Catalogs of photometric redshifts and galaxy physical properties
par: Mehta, Vihang, et autres
Publié: (2024)

Prevailing thermally-pulsing-asymptotic-giant branch stars in the near-infrared rest-frame spectra of distant quiescent galaxies: towards robust galaxy ages and masses
par: Lu, Shiying, et autres
Publié: (2026)

The PAU Survey: Enhancing photometric redshift estimation using DEEPz
par: Daza-Perilla, I. V., et autres
Publié: (2024)

Inferring redshift and galaxy properties via a multi-task neural net with probabilistic outputs: An application to simulated MOONS spectra
par: Ginolfi, Michele, et autres
Publié: (2024)

Targeting cluster galaxies for the 4MOST CHANCES Low-z sub-survey with photometric redshifts
par: Méndez-Hernández, Hugo, et autres
Publié: (2025)

Deriving the star formation histories of galaxies from spectra with simulation-based inference
par: Iglesias-Navarro, Patricia, et autres
Publié: (2024)

Robust machine learning model of inferring the ex-situ stellar fraction of galaxies from photometric data
par: Cai, Runsheng, et autres
Publié: (2025)

Interpretations of galaxy spectra at high redshift. \ The H_gamma/H_beta excess
par: Contini, M.
Publié: (2026)

Analysis of metal-poor galaxy spectra in the redshift range 0.00574-0.05368
par: Contini, Marcella
Publié: (2024)

Galaxy spectroscopy without spectra: Galaxy properties from photometric images with conditional diffusion models
par: Doorenbos, Lars, et autres
Publié: (2024)

Evidence for large baryonic feedback at low and intermediate redshifts from kinematic Sunyaev-Zel'dovich observations with ACT and DESI photometric galaxies
par: Hadzhiyska, B., et autres
Publié: (2024)

A model for the emission line galaxy luminosity function and flux ratios at high-redshifts
par: Pathak, Aadarsh, et autres
Publié: (2024)

Improving photometric redshifts of Epoch of Reionization galaxies: a new empirical transmission curve with neutral hydrogen damping wing Ly$α$ absorption
par: Asada, Yoshihisa, et autres
Publié: (2024)

MIDIS. Near-infrared rest-frame morphology of massive galaxies at $3<z<5$ in the Hubble eXtreme Deep Field
par: Costantin, L., et autres
Publié: (2024)

Probing the stellar populations and star formation history of early-type galaxies at $0 < z < 1.1$ in the rest-frame ultraviolet
par: Ali, Sadman, et autres
Publié: (2024)

Counting stars from the integrated spectra of galaxies
par: Martín-Navarro, I., et autres
Publié: (2024)

Two rest-frame wavelength measurements of galaxy sizes at $z<1$: the evolutionary effects of emerging bulges and quenched newcomers
par: George, Angelo, et autres
Publié: (2024)

Identifying catastrophic outlier photometric redshift estimates in the COSMOS field with machine learning methods
par: Dennis, Mitchell T., et autres
Publié: (2025)

Capturing star formation activity from compressed photometric images of galaxies
par: Oh, Kyuseok, et autres
Publié: (2025)

Modelling the photometric and morphological evolution of disc galaxies in the cluster environment
par: Marasco, A., et autres
Publié: (2026)

Identifying type II quasars at intermediate redshift with few-shot learning photometric classification
par: Cunha, P. A. C., et autres
Publié: (2024)

Improved photometric redshift estimations through self-organising map-based data augmentation
par: Zhang, Yun-Hao, et autres
Publié: (2025)

Dark Energy Survey Deep Field photometric redshift performance and training incompleteness assessment
par: Cipriano, L. Toribio San, et autres
Publié: (2023)

Exploring the effects of diffuse ionised gas in two local analogues of high-redshift star-forming galaxies
par: Lagos, P., et autres
Publié: (2026)

Comparative analysis of missing data imputation methods for CSST survey: Impact on photometric redshift estimation performance
par: Wang, Ling, et autres
Publié: (2026)

Galaxy-dark matter connection from weak lensing in imaging surveys: Impact of photometric redshift errors
par: Chaurasiya, Navin, et autres
Publié: (2024)

pop-cosmos: Scaleable inference of galaxy properties and redshifts with a data-driven population model
par: Thorp, Stephen, et autres
Publié: (2024)

Dwarf galaxy halo masses from spectroscopic and photometric lensing in DESI and DES
par: Treiber, Helena, et autres
Publié: (2025)

A prevalent population of normal-mass central black holes in high-redshift massive galaxies
par: Li, Junyao, et autres
Publié: (2025)

Impact of star formation models on the growth of simulated galaxies at high redshifts
par: Kang, Cheonsu, et autres
Publié: (2024)

EDGE-INFERNO: Simulating every observable star in faint dwarf galaxies and their consequences for resolved-star photometric surveys
par: Andersson, Eric P., et autres
Publié: (2024)

Probing the rest-frame wavelength dependence of quasar variability : Insights from the Zwicky Transient Facility Survey
par: Patel, P., et autres
Publié: (2024)

Peeling Back the Layers of Extinction of Dusty Galaxies in the Era of JWST: Modelling Joint NIRSpec + MIRI Spectra at rest-frame 1.5-28 $μ$m
par: Donnan, F. R., et autres
Publié: (2024)

Making the most of pure parallels: Machine learning augmented photometric redshifts for sparse JWST filter sets
par: Duncan, Kenneth J.
Publié: (2025)

Deep learning based photometric redshifts for the Kilo-Degree Survey Bright Galaxy Sample
par: William, Anjitha John, et autres
Publié: (2023)

Co-SOM: Co-training for photometric redshift estimation using Self-Organizing Maps
par: Callejas-Tavera, Alvaro, et autres
Publié: (2025)

Exploring the halo-galaxy connection with probabilistic approaches
par: Rodrigues, Natália V. N., et autres
Publié: (2024)

Characterizing Lyman alpha emission from high-redshift galaxies
par: Gagnon-Hartman, Samuel, et autres
Publié: (2026)

Strömgren photometric metallicity of the Small Magellanic Cloud stars using Gaia DR3-XP spectra
par: Omkumar, Abinaya O., et autres
Publié: (2023)