Simulation-based inference of deep fields: galaxy population model and redshift distributions
Fuente:
arXiv
Guardado en:
| Autores principales: | Moser, Beatrice, Kacprzak, Tomasz, Fischbacher, Silvan, Refregier, Alexandre, Grimm, Dominic, Tortorelli, Luca |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
GalSBI: Phenomenological galaxy population model for cosmology using simulation-based inference
por: Fischbacher, Silvan, et al.
Publicado: (2024)
por: Fischbacher, Silvan, et al.
Publicado: (2024)
galsbi: A Python package for the GalSBI galaxy population model
por: Fischbacher, Silvan, et al.
Publicado: (2024)
por: Fischbacher, Silvan, et al.
Publicado: (2024)
GalSBI-SPS: a stellar population synthesis-based galaxy population model for cosmology and galaxy evolution applications
por: Tortorelli, Luca, et al.
Publicado: (2025)
por: Tortorelli, Luca, et al.
Publicado: (2025)
SHAM-OT: Rapid Subhalo Abundance Matching with Optimal Transport
por: Fischbacher, Silvan, et al.
Publicado: (2025)
por: Fischbacher, Silvan, et al.
Publicado: (2025)
UFig v1: The ultra-fast image generator
por: Fischbacher, Silvan, et al.
Publicado: (2024)
por: Fischbacher, Silvan, et al.
Publicado: (2024)
Fast Forward Modelling of Galaxy Spatial and Statistical Distributions
por: Berner, Pascale, et al.
Publicado: (2023)
por: Berner, Pascale, et al.
Publicado: (2023)
Interpretability of deep-learning methods applied to large-scale structure surveys
por: Aymerich, Gaspard, et al.
Publicado: (2025)
por: Aymerich, Gaspard, et al.
Publicado: (2025)
Impact of stellar population synthesis choices on forward modelling-based redshift distribution estimates
por: Tortorelli, Luca, et al.
Publicado: (2024)
por: Tortorelli, Luca, et al.
Publicado: (2024)
Impact of redshift distribution uncertainties on Lyman-break galaxy cosmological parameter inference
por: Petri, Francesco, et al.
Publicado: (2025)
por: Petri, Francesco, et al.
Publicado: (2025)
Cosmological inference with halo clustering reconstructed from the redshift-space galaxy distribution
por: Hada, Ryuichiro, et al.
Publicado: (2026)
por: Hada, Ryuichiro, et al.
Publicado: (2026)
ProMage: fast galaxy magnitudes emulation combining SED forward-modelling and machine learning
por: Tortorelli, Luca, et al.
Publicado: (2025)
por: Tortorelli, Luca, et al.
Publicado: (2025)
Fast Simulation of Cosmological Neutral Hydrogen based on the Halo Model
por: Hitz, Pascal, et al.
Publicado: (2024)
por: Hitz, Pascal, et al.
Publicado: (2024)
Increasing the Precision of Surrogate Models for Weak Lensing Mass Maps with Flow Matching
por: Li, Guangjian, et al.
Publicado: (2026)
por: Li, Guangjian, et al.
Publicado: (2026)
pop-cosmos: Forward modeling KiDS-1000 redshift distributions using realistic galaxy populations
por: Leistedt, Boris, et al.
Publicado: (2026)
por: Leistedt, Boris, et al.
Publicado: (2026)
Emulating redshift mixing due to blending in weak gravitational lensing
por: Zhang, Zekang, et al.
Publicado: (2025)
por: Zhang, Zekang, et al.
Publicado: (2025)
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)
Benchmarking field-level cosmological inference from galaxy redshift surveys
por: Simon, Hugo, et al.
Publicado: (2025)
por: Simon, Hugo, et al.
Publicado: (2025)
Reconstructing redshift distributions with photometric galaxy clustering
por: Peng, Hui, et al.
Publicado: (2024)
por: Peng, Hui, et al.
Publicado: (2024)
Simulations of the 21cm emission line for upcoming large-scale HI galaxy surveys
por: Mayor, Joël, et al.
Publicado: (2026)
por: Mayor, Joël, et al.
Publicado: (2026)
Influence of photometric galaxies redshift distribution in BAO estimation
por: Ferreira, Paula S., et al.
Publicado: (2025)
por: Ferreira, Paula S., et al.
Publicado: (2025)
High-redshift Millennium and Astrid galaxies in effective field theory at the field level
por: Sullivan, James M., et al.
Publicado: (2025)
por: Sullivan, James M., et al.
Publicado: (2025)
Hybrid-bias and displacement emulators for field-level modelling of galaxy clustering in real and redshift space
por: Ibanez, Marcos Pellejero, et al.
Publicado: (2023)
por: Ibanez, Marcos Pellejero, et al.
Publicado: (2023)
Machine Learning Techniques for Astrophysics and Cosmology: Photometric Redshifts
por: Tortorelli, Luca, et al.
Publicado: (2026)
por: Tortorelli, Luca, et al.
Publicado: (2026)
$\texttt{SwiftC}_\ell$: fast differentiable angular power spectra beyond Limber
por: Reymond, Laura, et al.
Publicado: (2025)
por: Reymond, Laura, et al.
Publicado: (2025)
The PAU Survey: Measuring intrinsic galaxy alignments in deep wide fields as a function of colour, luminosity, stellar mass and redshift
por: Navarro-Gironés, D., et al.
Publicado: (2025)
por: Navarro-Gironés, D., et al.
Publicado: (2025)
Simulation-based cosmological inference from optically-selected galaxy clusters with $\texttt{Capish}$
por: Payerne, Constantin, et al.
Publicado: (2026)
por: Payerne, Constantin, et al.
Publicado: (2026)
Simulation-based inference with deep ensembles: Evaluating calibration uncertainty and detecting model misspecification
por: Alvey, James, et al.
Publicado: (2025)
por: Alvey, James, et al.
Publicado: (2025)
Tuning the cosmic instrument: robust cosmology through combined probes
por: Reeves, Alexander, et al.
Publicado: (2025)
por: Reeves, Alexander, et al.
Publicado: (2025)
Hybrid-z: Enhancing Kilo-Degree Survey bright galaxy sample photometric redshifts with deep learning
por: William, Anjitha John, et al.
Publicado: (2025)
por: William, Anjitha John, et al.
Publicado: (2025)
Age of massive galaxies at redshift 8
por: Lopez-Corredoira, M., et al.
Publicado: (2024)
por: Lopez-Corredoira, M., et al.
Publicado: (2024)
Euclid: Improving redshift distribution reconstruction using a deep-to-wide transfer function
por: Kang, Y., et al.
Publicado: (2026)
por: Kang, Y., et al.
Publicado: (2026)
A comparison of effective field theory models of redshift space galaxy power spectra for DESI 2024 and future surveys
por: Maus, M., et al.
Publicado: (2024)
por: Maus, M., et al.
Publicado: (2024)
Propagating data-driven galaxy redshift distribution uncertainties in 3$\times$2-pt analyses
por: Ruiz-Zapatero, Jaime, et al.
Publicado: (2026)
por: Ruiz-Zapatero, Jaime, et al.
Publicado: (2026)
The PAU Survey: Photometric redshift estimation in deep wide fields
por: Navarro-Gironés, D., et al.
Publicado: (2023)
por: Navarro-Gironés, D., et al.
Publicado: (2023)
Boosting galaxy clustering analyses with non-perturbative modelling of redshift-space distortions
por: Eggemeier, Alexander, et al.
Publicado: (2025)
por: Eggemeier, Alexander, et al.
Publicado: (2025)
Constraints on the galaxy formation models during epoch of reionization with high redshift observations
por: Ma, Qing-Bo, et al.
Publicado: (2025)
por: Ma, Qing-Bo, et al.
Publicado: (2025)
Modelling the redshift-space cluster-galaxy correlation function on Mpc scales with emulation of the pairwise velocity distribution
por: Robertson, Andrew, et al.
Publicado: (2024)
por: Robertson, Andrew, et al.
Publicado: (2024)
pop-cosmos: Insights from generative modeling of a deep, infrared-selected galaxy population
por: Thorp, Stephen, et al.
Publicado: (2025)
por: Thorp, Stephen, et al.
Publicado: (2025)
Explanation of high redshift luminous galaxies from JWST by early dark energy model
por: Jiang, Jun-Qian, et al.
Publicado: (2024)
por: Jiang, Jun-Qian, et al.
Publicado: (2024)
CLAP. I. Resolving miscalibration for deep learning-based galaxy photometric redshift estimation
por: Lin, Qiufan, et al.
Publicado: (2024)
por: Lin, Qiufan, et al.
Publicado: (2024)
Ejemplares similares
-
GalSBI: Phenomenological galaxy population model for cosmology using simulation-based inference
por: Fischbacher, Silvan, et al.
Publicado: (2024) -
galsbi: A Python package for the GalSBI galaxy population model
por: Fischbacher, Silvan, et al.
Publicado: (2024) -
GalSBI-SPS: a stellar population synthesis-based galaxy population model for cosmology and galaxy evolution applications
por: Tortorelli, Luca, et al.
Publicado: (2025) -
SHAM-OT: Rapid Subhalo Abundance Matching with Optimal Transport
por: Fischbacher, Silvan, et al.
Publicado: (2025) -
UFig v1: The ultra-fast image generator
por: Fischbacher, Silvan, et al.
Publicado: (2024)