Joint probabilistic inference of galaxy redshifts and rest-frame spectra from photometric fluxes with latent diffusion
Fuente:
arXiv
Guardado en:
| Autores principales: | Guo, Han-Yue, Eriksen, Martin |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Structural evolution of quiescent galaxies at intermediate redshifts at UV and red rest-frame wavelengths
por: Pizzardo, Michele, et al.
Publicado: (2025)
por: Pizzardo, Michele, et al.
Publicado: (2025)
UVCANDELS: Catalogs of photometric redshifts and galaxy physical properties
por: Mehta, Vihang, et al.
Publicado: (2024)
por: Mehta, Vihang, et al.
Publicado: (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
por: Lu, Shiying, et al.
Publicado: (2026)
por: Lu, Shiying, et al.
Publicado: (2026)
The PAU Survey: Enhancing photometric redshift estimation using DEEPz
por: Daza-Perilla, I. V., et al.
Publicado: (2024)
por: Daza-Perilla, I. V., et al.
Publicado: (2024)
Inferring redshift and galaxy properties via a multi-task neural net with probabilistic outputs: An application to simulated MOONS spectra
por: Ginolfi, Michele, et al.
Publicado: (2024)
por: Ginolfi, Michele, et al.
Publicado: (2024)
Targeting cluster galaxies for the 4MOST CHANCES Low-z sub-survey with photometric redshifts
por: Méndez-Hernández, Hugo, et al.
Publicado: (2025)
por: Méndez-Hernández, Hugo, et al.
Publicado: (2025)
Deriving the star formation histories of galaxies from spectra with simulation-based inference
por: Iglesias-Navarro, Patricia, et al.
Publicado: (2024)
por: Iglesias-Navarro, Patricia, et al.
Publicado: (2024)
Robust machine learning model of inferring the ex-situ stellar fraction of galaxies from photometric data
por: Cai, Runsheng, et al.
Publicado: (2025)
por: Cai, Runsheng, et al.
Publicado: (2025)
Interpretations of galaxy spectra at high redshift. \ The H_gamma/H_beta excess
por: Contini, M.
Publicado: (2026)
por: Contini, M.
Publicado: (2026)
Analysis of metal-poor galaxy spectra in the redshift range 0.00574-0.05368
por: Contini, Marcella
Publicado: (2024)
por: Contini, Marcella
Publicado: (2024)
Galaxy spectroscopy without spectra: Galaxy properties from photometric images with conditional diffusion models
por: Doorenbos, Lars, et al.
Publicado: (2024)
por: Doorenbos, Lars, et al.
Publicado: (2024)
Evidence for large baryonic feedback at low and intermediate redshifts from kinematic Sunyaev-Zel'dovich observations with ACT and DESI photometric galaxies
por: Hadzhiyska, B., et al.
Publicado: (2024)
por: Hadzhiyska, B., et al.
Publicado: (2024)
A model for the emission line galaxy luminosity function and flux ratios at high-redshifts
por: Pathak, Aadarsh, et al.
Publicado: (2024)
por: Pathak, Aadarsh, et al.
Publicado: (2024)
Improving photometric redshifts of Epoch of Reionization galaxies: a new empirical transmission curve with neutral hydrogen damping wing Ly$α$ absorption
por: Asada, Yoshihisa, et al.
Publicado: (2024)
por: Asada, Yoshihisa, et al.
Publicado: (2024)
MIDIS. Near-infrared rest-frame morphology of massive galaxies at $3<z<5$ in the Hubble eXtreme Deep Field
por: Costantin, L., et al.
Publicado: (2024)
por: Costantin, L., et al.
Publicado: (2024)
Probing the stellar populations and star formation history of early-type galaxies at $0 < z < 1.1$ in the rest-frame ultraviolet
por: Ali, Sadman, et al.
Publicado: (2024)
por: Ali, Sadman, et al.
Publicado: (2024)
Counting stars from the integrated spectra of galaxies
por: Martín-Navarro, I., et al.
Publicado: (2024)
por: Martín-Navarro, I., et al.
Publicado: (2024)
Two rest-frame wavelength measurements of galaxy sizes at $z<1$: the evolutionary effects of emerging bulges and quenched newcomers
por: George, Angelo, et al.
Publicado: (2024)
por: George, Angelo, et al.
Publicado: (2024)
Identifying catastrophic outlier photometric redshift estimates in the COSMOS field with machine learning methods
por: Dennis, Mitchell T., et al.
Publicado: (2025)
por: Dennis, Mitchell T., et al.
Publicado: (2025)
Capturing star formation activity from compressed photometric images of galaxies
por: Oh, Kyuseok, et al.
Publicado: (2025)
por: Oh, Kyuseok, et al.
Publicado: (2025)
Modelling the photometric and morphological evolution of disc galaxies in the cluster environment
por: Marasco, A., et al.
Publicado: (2026)
por: Marasco, A., et al.
Publicado: (2026)
Identifying type II quasars at intermediate redshift with few-shot learning photometric classification
por: Cunha, P. A. C., et al.
Publicado: (2024)
por: Cunha, P. A. C., et al.
Publicado: (2024)
Improved photometric redshift estimations through self-organising map-based data augmentation
por: Zhang, Yun-Hao, et al.
Publicado: (2025)
por: Zhang, Yun-Hao, et al.
Publicado: (2025)
Dark Energy Survey Deep Field photometric redshift performance and training incompleteness assessment
por: Cipriano, L. Toribio San, et al.
Publicado: (2023)
por: Cipriano, L. Toribio San, et al.
Publicado: (2023)
Exploring the effects of diffuse ionised gas in two local analogues of high-redshift star-forming galaxies
por: Lagos, P., et al.
Publicado: (2026)
por: Lagos, P., et al.
Publicado: (2026)
Comparative analysis of missing data imputation methods for CSST survey: Impact on photometric redshift estimation performance
por: Wang, Ling, et al.
Publicado: (2026)
por: Wang, Ling, et al.
Publicado: (2026)
Galaxy-dark matter connection from weak lensing in imaging surveys: Impact of photometric redshift errors
por: Chaurasiya, Navin, et al.
Publicado: (2024)
por: Chaurasiya, Navin, et al.
Publicado: (2024)
pop-cosmos: Scaleable inference of galaxy properties and redshifts with a data-driven population model
por: Thorp, Stephen, et al.
Publicado: (2024)
por: Thorp, Stephen, et al.
Publicado: (2024)
Dwarf galaxy halo masses from spectroscopic and photometric lensing in DESI and DES
por: Treiber, Helena, et al.
Publicado: (2025)
por: Treiber, Helena, et al.
Publicado: (2025)
A prevalent population of normal-mass central black holes in high-redshift massive galaxies
por: Li, Junyao, et al.
Publicado: (2025)
por: Li, Junyao, et al.
Publicado: (2025)
Impact of star formation models on the growth of simulated galaxies at high redshifts
por: Kang, Cheonsu, et al.
Publicado: (2024)
por: Kang, Cheonsu, et al.
Publicado: (2024)
EDGE-INFERNO: Simulating every observable star in faint dwarf galaxies and their consequences for resolved-star photometric surveys
por: Andersson, Eric P., et al.
Publicado: (2024)
por: Andersson, Eric P., et al.
Publicado: (2024)
Probing the rest-frame wavelength dependence of quasar variability : Insights from the Zwicky Transient Facility Survey
por: Patel, P., et al.
Publicado: (2024)
por: Patel, P., et al.
Publicado: (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
por: Donnan, F. R., et al.
Publicado: (2024)
por: Donnan, F. R., et al.
Publicado: (2024)
Making the most of pure parallels: Machine learning augmented photometric redshifts for sparse JWST filter sets
por: Duncan, Kenneth J.
Publicado: (2025)
por: Duncan, Kenneth J.
Publicado: (2025)
Deep learning based photometric redshifts for the Kilo-Degree Survey Bright Galaxy Sample
por: William, Anjitha John, et al.
Publicado: (2023)
por: William, Anjitha John, et al.
Publicado: (2023)
Co-SOM: Co-training for photometric redshift estimation using Self-Organizing Maps
por: Callejas-Tavera, Alvaro, et al.
Publicado: (2025)
por: Callejas-Tavera, Alvaro, et al.
Publicado: (2025)
Exploring the halo-galaxy connection with probabilistic approaches
por: Rodrigues, Natália V. N., et al.
Publicado: (2024)
por: Rodrigues, Natália V. N., et al.
Publicado: (2024)
Characterizing Lyman alpha emission from high-redshift galaxies
por: Gagnon-Hartman, Samuel, et al.
Publicado: (2026)
por: Gagnon-Hartman, Samuel, et al.
Publicado: (2026)
Strömgren photometric metallicity of the Small Magellanic Cloud stars using Gaia DR3-XP spectra
por: Omkumar, Abinaya O., et al.
Publicado: (2023)
por: Omkumar, Abinaya O., et al.
Publicado: (2023)
Ejemplares similares
-
Structural evolution of quiescent galaxies at intermediate redshifts at UV and red rest-frame wavelengths
por: Pizzardo, Michele, et al.
Publicado: (2025) -
UVCANDELS: Catalogs of photometric redshifts and galaxy physical properties
por: Mehta, Vihang, et al.
Publicado: (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
por: Lu, Shiying, et al.
Publicado: (2026) -
The PAU Survey: Enhancing photometric redshift estimation using DEEPz
por: Daza-Perilla, I. V., et al.
Publicado: (2024) -
Inferring redshift and galaxy properties via a multi-task neural net with probabilistic outputs: An application to simulated MOONS spectra
por: Ginolfi, Michele, et al.
Publicado: (2024)