Learning the Universe: $3\ h^{-1}{\rm Gpc}$ Tests of a Field Level $N$-body Simulation Emulator
Fuente:
arXiv
Guardado en:
| Autores principales: | Scoggins, Matthew T., Ho, Matthew, Villaescusa-Navarro, Francisco, Jamieson, Drew, Doeser, Ludvig, Bryan, Greg L. |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Bayesian Inference of Initial Conditions from Non-Linear Cosmic Structures using Field-Level Emulators
por: Doeser, Ludvig, et al.
Publicado: (2023)
por: Doeser, Ludvig, et al.
Publicado: (2023)
Learning the Universe: Learning to Optimize Cosmic Initial Conditions with Non-Differentiable Structure Formation Models
por: Doeser, Ludvig, et al.
Publicado: (2025)
por: Doeser, Ludvig, et al.
Publicado: (2025)
Field-level Emulation of Cosmic Structure Formation with Cosmology and Redshift Dependence
por: Jamieson, Drew, et al.
Publicado: (2024)
por: Jamieson, Drew, et al.
Publicado: (2024)
Cosmology with One Galaxy: Auto-Encoding the Galaxy Properties Manifold
por: Lue, Amanda, et al.
Publicado: (2025)
por: Lue, Amanda, et al.
Publicado: (2025)
Cosmology with one galaxy: An analytic formula relating $Ω_{\rm m}$ with galaxy properties
por: Liao, Kito, et al.
Publicado: (2026)
por: Liao, Kito, et al.
Publicado: (2026)
On the effects of parameters on galaxy properties in CAMELS and the predictability of $Ω_{\rm m}$
por: Contardo, Gabriella, et al.
Publicado: (2025)
por: Contardo, Gabriella, et al.
Publicado: (2025)
Field-Level Comparison and Robustness Analysis of Cosmological N-body Simulations
por: Bayer, Adrian E., et al.
Publicado: (2025)
por: Bayer, Adrian E., et al.
Publicado: (2025)
Interpreting Cosmological Information from Neural Networks in the Hydrodynamic Universe
por: Lahiry, Arnab, et al.
Publicado: (2025)
por: Lahiry, Arnab, et al.
Publicado: (2025)
Lost in the FoG: Pitfalls of Models for Large-Scale Hydrogen Distributions
por: Osinga, Calvin, et al.
Publicado: (2025)
por: Osinga, Calvin, et al.
Publicado: (2025)
Atomic Hydrogen Shows its True Colours: Correlations between HI and Galaxy Colour in Simulations
por: Osinga, Calvin, et al.
Publicado: (2023)
por: Osinga, Calvin, et al.
Publicado: (2023)
CHARM: Creating Halos with Auto-Regressive Multi-stage networks
por: Pandey, Shivam, et al.
Publicado: (2024)
por: Pandey, Shivam, et al.
Publicado: (2024)
Towards Robustness Across Cosmological Simulation Models TNG, SIMBA, ASTRID, and EAGLE
por: Jo, Yongseok, et al.
Publicado: (2025)
por: Jo, Yongseok, et al.
Publicado: (2025)
Learning the Universe: Cosmological and Astrophysical Parameter Inference with Galaxy Luminosity Functions and Colours
por: Lovell, Christopher C., et al.
Publicado: (2024)
por: Lovell, Christopher C., et al.
Publicado: (2024)
Probing the Circum-Galactic Medium with Fast Radio Bursts: Insights from the CAMELS Simulations
por: Medlock, Isabel, et al.
Publicado: (2024)
por: Medlock, Isabel, et al.
Publicado: (2024)
Predicting the Subhalo Mass Functions in Simulations from Galaxy Images
por: Filipp, Andreas, et al.
Publicado: (2025)
por: Filipp, Andreas, et al.
Publicado: (2025)
COmoving Computer Acceleration (COCA): $N$-body simulations in an emulated frame of reference
por: Bartlett, Deaglan J., et al.
Publicado: (2024)
por: Bartlett, Deaglan J., et al.
Publicado: (2024)
An Observationally Driven Multifield Approach for Probing the Circum-Galactic Medium with Convolutional Neural Networks
por: Gluck, Naomi, et al.
Publicado: (2023)
por: Gluck, Naomi, et al.
Publicado: (2023)
Infrared-Selected Active Galactic Nuclei in the Kepler Fields
por: Tsan, Tran, et al.
Publicado: (2025)
por: Tsan, Tran, et al.
Publicado: (2025)
Chemical Signatures of Population III Stars in Damped Lyman-$α$ Absorption Systems at $z \approx 6$
por: Visbal, Eli, et al.
Publicado: (2025)
por: Visbal, Eli, et al.
Publicado: (2025)
LAP1-B is the First Observed System Consistent with Theoretical Predictions for Population III Stars
por: Visbal, Eli, et al.
Publicado: (2025)
por: Visbal, Eli, et al.
Publicado: (2025)
Zooming by in the CARPoolGP lane: new CAMELS-TNG simulations of zoomed-in massive halos
por: Lee, Max E., et al.
Publicado: (2024)
por: Lee, Max E., et al.
Publicado: (2024)
Galaxy Phase-Space and Field-Level Cosmology: The Strength of Semi-Analytic Models
por: de Santi, Natalí S. M., et al.
Publicado: (2025)
por: de Santi, Natalí S. M., et al.
Publicado: (2025)
Debiasing with Diffusion: Probabilistic reconstruction of Dark Matter fields from galaxies with CAMELS
por: Ono, Victoria, et al.
Publicado: (2024)
por: Ono, Victoria, et al.
Publicado: (2024)
A Semi-analytic Framework of Population III and Subsequent Galaxy Formation on Cosmological N-body Simulations
por: Ishiyama, Tomoaki, et al.
Publicado: (2025)
por: Ishiyama, Tomoaki, et al.
Publicado: (2025)
Exploring the High-Redshift 21-cm Signal via Self-Consistent Simulations using Artificial Neural Network Emulation
por: Feathers, Colton R., et al.
Publicado: (2026)
por: Feathers, Colton R., et al.
Publicado: (2026)
Prevention is better than cure? Feedback from high specific energy winds in cosmological simulations with Arkenstone
por: Bennett, Jake S., et al.
Publicado: (2024)
por: Bennett, Jake S., et al.
Publicado: (2024)
Towards Implementation of the Pressure-Regulated, Feedback-Modulated Model of Star Formation in Cosmological Simulations: Methods and Application to TNG
por: Hassan, Sultan, et al.
Publicado: (2024)
por: Hassan, Sultan, et al.
Publicado: (2024)
Emulator-Based Inference of Cosmological Subgrid Models
por: Ramachandra, Nesar, et al.
Publicado: (2026)
por: Ramachandra, Nesar, et al.
Publicado: (2026)
Efficiently emulating distribution functions in gigaparsec volumes for varying cosmological parameters
por: Lovell, Christopher C., et al.
Publicado: (2026)
por: Lovell, Christopher C., et al.
Publicado: (2026)
The Effects of AGN Feedback on the Lyman-$α$ Forest Flux Power Spectrum
por: Tillman, Megan Taylor, et al.
Publicado: (2024)
por: Tillman, Megan Taylor, et al.
Publicado: (2024)
How DREAMS are made: Emulating Satellite Galaxy and Subhalo Populations with Diffusion Models and Point Clouds
por: Nguyen, Tri, et al.
Publicado: (2024)
por: Nguyen, Tri, et al.
Publicado: (2024)
Emulating redshift mixing due to blending in weak gravitational lensing
por: Zhang, Zekang, et al.
Publicado: (2025)
por: Zhang, Zekang, et al.
Publicado: (2025)
TUNeS: Neural Emulation of Large-Scale Structure Across Redshifts
por: Kang, Yuqi, et al.
Publicado: (2026)
por: Kang, Yuqi, et al.
Publicado: (2026)
Formation and Environmental Context of Giant Bulgeless Disk Galaxies in the Early Universe: Insights from Cosmological Simulations
por: Jiang, Fangzhou, et al.
Publicado: (2025)
por: Jiang, Fangzhou, et al.
Publicado: (2025)
Radiative Transfer Simulations of Ly$α$ Intensity Mapping During Cosmic Reionization Including Sources from Galaxies and the Intergalactic Medium
por: Ambrose, Abigail E., et al.
Publicado: (2025)
por: Ambrose, Abigail E., et al.
Publicado: (2025)
Learning the Universe: physically-motivated priors for dust attenuation curves
por: Sommovigo, Laura, et al.
Publicado: (2025)
por: Sommovigo, Laura, et al.
Publicado: (2025)
Convergence Tests of Self-Interacting Dark Matter Simulations
por: Mace, Charlie, et al.
Publicado: (2024)
por: Mace, Charlie, et al.
Publicado: (2024)
Field-Level Inference of Primordial Non-Gaussianity with the Quijote Simulation Suite
por: Andrews, Adam, et al.
Publicado: (2026)
por: Andrews, Adam, et al.
Publicado: (2026)
Straightening the Ruler: Field-Level Inference of the BAO Scale with LEFTfield
por: Babić, Ivana, et al.
Publicado: (2024)
por: Babić, Ivana, et al.
Publicado: (2024)
BayeSN and SALT: A Comparison of Dust Inference Across SN Ia Light-curve Models with DES5YR
por: Grayling, Matthew, et al.
Publicado: (2024)
por: Grayling, Matthew, et al.
Publicado: (2024)
Ejemplares similares
-
Bayesian Inference of Initial Conditions from Non-Linear Cosmic Structures using Field-Level Emulators
por: Doeser, Ludvig, et al.
Publicado: (2023) -
Learning the Universe: Learning to Optimize Cosmic Initial Conditions with Non-Differentiable Structure Formation Models
por: Doeser, Ludvig, et al.
Publicado: (2025) -
Field-level Emulation of Cosmic Structure Formation with Cosmology and Redshift Dependence
por: Jamieson, Drew, et al.
Publicado: (2024) -
Cosmology with One Galaxy: Auto-Encoding the Galaxy Properties Manifold
por: Lue, Amanda, et al.
Publicado: (2025) -
Cosmology with one galaxy: An analytic formula relating $Ω_{\rm m}$ with galaxy properties
por: Liao, Kito, et al.
Publicado: (2026)