Simulation-based inference of galaxy properties from JWST pixels
Fuente:
arXiv
Saved in:
| Main Authors: | Iglesias-Navarro, Patricia, Huertas-Company, Marc, Pérez-González, Pablo, Knapen, Johan H., Hahn, ChangHoon, Koekemoer, Anton M., Finkelstein, Steven L., Villanueva, Natalia, Ramos, Andrés Asensio |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Deriving the star formation histories of galaxies from spectra with simulation-based inference
by: Iglesias-Navarro, Patricia, et al.
Published: (2024)
by: Iglesias-Navarro, Patricia, et al.
Published: (2024)
Inhomogeneous Dust Biases Photometric Redshifts and Stellar Masses for LSST
by: Hahn, ChangHoon, et al.
Published: (2024)
by: Hahn, ChangHoon, et al.
Published: (2024)
Modeling the Kinematics of Central and Satellite Galaxies Using Normalizing Flows
by: Kwon, K. J., et al.
Published: (2024)
by: Kwon, K. J., et al.
Published: (2024)
ZF-UDS-7329: A relic galaxy in the early Universe
by: Hartmann, Eduardo A., et al.
Published: (2025)
by: Hartmann, Eduardo A., et al.
Published: (2025)
Mitigating Model Misspecification in Simulation-Based Inference for Galaxy Clustering
by: Pierre, Sébastien, et al.
Published: (2025)
by: Pierre, Sébastien, et al.
Published: (2025)
Constraining Protoplanetary Disk Winds from Forbidden Line Profiles with Simulation-based Inference
by: Nemer, Ahmad, et al.
Published: (2024)
by: Nemer, Ahmad, et al.
Published: (2024)
Simulation-based inference of the 2D ex-situ stellar mass fraction distribution of galaxies using variational autoencoders
by: Angeloudi, Eirini, et al.
Published: (2024)
by: Angeloudi, Eirini, et al.
Published: (2024)
Simulation-based inference from the Lyman-alpha forest 1D power spectrum with CAMELS
by: Sinigaglia, Francesco, et al.
Published: (2026)
by: Sinigaglia, Francesco, et al.
Published: (2026)
HaloFlow II: Robust Galaxy Halo Mass Inference with Domain Adaptation
by: Garuda, Nikhil, et al.
Published: (2026)
by: Garuda, Nikhil, et al.
Published: (2026)
Extreme emission line galaxies detected in JADES JWST/NIRSpec I: inferred galaxy properties
by: Boyett, Kit, et al.
Published: (2024)
by: Boyett, Kit, et al.
Published: (2024)
Witnessing the rapid growth of disk galaxies over cosmic time using JWST and HST
by: Raji, Samane, et al.
Published: (2026)
by: Raji, Samane, et al.
Published: (2026)
Gas flows in the central region of the Seyfert galaxy NGC 4593 with MUSE
by: Mulumba, Dorcus, et al.
Published: (2024)
by: Mulumba, Dorcus, et al.
Published: (2024)
Cosmology with One Galaxy: Auto-Encoding the Galaxy Properties Manifold
by: Lue, Amanda, et al.
Published: (2025)
by: Lue, Amanda, et al.
Published: (2025)
Gas-Phase metallicity for the Seyfert galaxy NGC 7130
by: Amiri, Amirnezam, et al.
Published: (2024)
by: Amiri, Amirnezam, et al.
Published: (2024)
Negative gas-phase metallicity gradients in the narrow line region and galactic disc of local AGN-host galaxies
by: Amiri, Amirnezam, et al.
Published: (2025)
by: Amiri, Amirnezam, et al.
Published: (2025)
JWST Advanced Deep Extragalactic Survey (JADES) Data Release 5: Catalogs of inferred morphological properties of galaxies from JWST/NIRCam imaging in GOODS-N and GOODS-S
by: Carreira, Courtney, et al.
Published: (2026)
by: Carreira, Courtney, et al.
Published: (2026)
The spatially-resolved effect of mergers on the stellar mass assembly of MaNGA galaxies
by: Angeloudi, Eirini, et al.
Published: (2025)
by: Angeloudi, Eirini, et al.
Published: (2025)
Population synthesis and astrophysical inference for high-$z$ JWST galaxies
by: Driskell, Trey, et al.
Published: (2024)
by: Driskell, Trey, et al.
Published: (2024)
Uncertainties in high-$z$ galaxy properties inferred from SED fitting using JWST NIRCam photometry
by: Choe, Jiyoung, et al.
Published: (2025)
by: Choe, Jiyoung, et al.
Published: (2025)
Constraints on the in-situ and ex-situ stellar masses in nearby galaxies with Artificial Intelligence
by: Angeloudi, Eirini, et al.
Published: (2024)
by: Angeloudi, Eirini, et al.
Published: (2024)
ERGO-ML: The assembly histories of HSC galaxy images via invertible neural networks, contrastive learning, and cosmological simulations
by: Eisert, Lukas, et al.
Published: (2026)
by: Eisert, Lukas, et al.
Published: (2026)
Physical Pathways for JWST-Observed Supermassive Black Holes in the Early Universe
by: Jeon, Junehyoung, et al.
Published: (2024)
by: Jeon, Junehyoung, et al.
Published: (2024)
Unveiling the properties of the first galaxies with JWST and ALMA
by: De Rossi, Maria Emilia, et al.
Published: (2025)
by: De Rossi, Maria Emilia, et al.
Published: (2025)
Explaining JWST counts with galaxy formation models
by: Manzoni, Giorgio, et al.
Published: (2025)
by: Manzoni, Giorgio, et al.
Published: (2025)
From pixels to planning: scale-free active inference
by: Friston, Karl, et al.
Published: (2024)
by: Friston, Karl, et al.
Published: (2024)
Physical properties of extreme emission-line galaxies at $z\sim 4-9$ from the JWST CEERS survey
by: Llerena, M., et al.
Published: (2024)
by: Llerena, M., et al.
Published: (2024)
ERGO-ML: Comparing IllustrisTNG and HSC galaxy images via contrastive learning
by: Eisert, Lukas, et al.
Published: (2023)
by: Eisert, Lukas, et al.
Published: (2023)
Preliminary Evidence for Lensing-Induced Alignments of High-Redshift Galaxies in JWST-CEERS
by: Pandya, Viraj, et al.
Published: (2024)
by: Pandya, Viraj, et al.
Published: (2024)
FASTAR -- I. Continuous and differentiable evolutionary stellar population models
by: Martín-Navarro, Ignacio, et al.
Published: (2026)
by: Martín-Navarro, Ignacio, et al.
Published: (2026)
Marginal multi-object multi-frame blind deconvolution
by: Ramos, A. Asensio
Published: (2026)
by: Ramos, A. Asensio
Published: (2026)
Radiative Transfer tools for the GTC
by: Andrés Asensio Ramos
Published: (2003)
by: Andrés Asensio Ramos
Published: (2003)
Solar multi-object multi-frame blind deconvolution with a spatially variant convolution neural emulator
by: Ramos, A. Asensio
Published: (2024)
by: Ramos, A. Asensio
Published: (2024)
The Optical and Infrared Are Connected
by: Jespersen, Christian K., et al.
Published: (2025)
by: Jespersen, Christian K., et al.
Published: (2025)
{\sc SimBIG}: Cosmological Constraints using Simulation-Based Inference of Galaxy Clustering with Marked Power Spectra
by: Massara, Elena, et al.
Published: (2024)
by: Massara, Elena, et al.
Published: (2024)
Aftershocks
by: Hemerijck, Anton, et al.
Published: (2010)
by: Hemerijck, Anton, et al.
Published: (2010)
HELM's deep: Highly Extincted Low-Mass galaxies seen by JWST
by: Bisigello, L., et al.
Published: (2025)
by: Bisigello, L., et al.
Published: (2025)
PRIMER: JWST/MIRI reveals the evolution of star-forming structures in galaxies at z<2.5
by: Lyu, Yipeng, et al.
Published: (2024)
by: Lyu, Yipeng, et al.
Published: (2024)
AstroPT: Scaling Large Observation Models for Astronomy
by: Smith, Michael J., et al.
Published: (2024)
by: Smith, Michael J., et al.
Published: (2024)
Talking with the Latents -- how to convert your LLM into an astronomer
by: Kamai, Ilay, et al.
Published: (2026)
by: Kamai, Ilay, et al.
Published: (2026)
Bayesian Deconvolution of Astronomical Images with Diffusion Models: Quantifying Prior-Driven Features in Reconstructions
by: Spagnoletti, Alessio, et al.
Published: (2024)
by: Spagnoletti, Alessio, et al.
Published: (2024)
Similar Items
-
Deriving the star formation histories of galaxies from spectra with simulation-based inference
by: Iglesias-Navarro, Patricia, et al.
Published: (2024) -
Inhomogeneous Dust Biases Photometric Redshifts and Stellar Masses for LSST
by: Hahn, ChangHoon, et al.
Published: (2024) -
Modeling the Kinematics of Central and Satellite Galaxies Using Normalizing Flows
by: Kwon, K. J., et al.
Published: (2024) -
ZF-UDS-7329: A relic galaxy in the early Universe
by: Hartmann, Eduardo A., et al.
Published: (2025) -
Mitigating Model Misspecification in Simulation-Based Inference for Galaxy Clustering
by: Pierre, Sébastien, et al.
Published: (2025)