Copertina

AI-Driven Reconstruction of Large-Scale Structure from Combined Photometric and Spectroscopic Surveys

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Du, Wenying, Luo, Xiaolin, Jiang, Zhujun, Xiao, Xu, Lin, Qiufan, Wang, Xin, Wang, Yang, Yin, Fenfen, Zhang, Le, Li, Xiao-Dong
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Instrumentation and Methods for Astrophysics Cosmology and Nongalactic Astrophysics
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

A New Wavelet Scattering Transform-Based Statistic for Cosmological Analysis of Large-Scale Structure
di: Jiang, Zhujun, et al.
Pubblicazione: (2025)

Cosmological Constraints from Bias-Robust Wavelet Scattering Statistics for Stage-IV Galaxy Surveys
di: Jiang, Zhujun, et al.
Pubblicazione: (2026)

MUltiplexed Survey Telescope (MUST) Science White Paper I: Overview of Large-Scale Structure Cosmology in the Era of Stage-V Spectroscopic Surveys
di: Zhao, Cheng, et al.
Pubblicazione: (2024)

Diagnosing the Effects of Spectroscopic Training Set Imperfection on Photometric Redshift Performance
di: Crafford, Alice, et al.
Pubblicazione: (2026)

Fast generation of mock galaxy catalogues with COLA
di: Ding, Jiacheng, et al.
Pubblicazione: (2023)

Enhancing Cosmological Constraints by Two-dimensional $β$-cosmic-web Weighted Angular Correlation Functions
di: Yin, Fenfen, et al.
Pubblicazione: (2025)

Bayesian Component Separation for DESI LAE Automated Spectroscopic Redshifts and Photometric Targeting
di: Uzsoy, Ana Sofía M., et al.
Pubblicazione: (2025)

The PAU Survey: Photometric Calibration of Narrow Band Images
di: Castander, F. J., et al.
Pubblicazione: (2024)

The PAU Survey: Photometric redshift estimation in deep wide fields
di: Navarro-Gironés, D., et al.
Pubblicazione: (2023)

Extracting Cosmological Information from Lightcone Data: A Comparison of CNNs and Summary-Statistic-Based Approaches
di: Zhiwei, Min, et al.
Pubblicazione: (2026)

Archetype-Based Redshift Estimation for the Dark Energy Spectroscopic Instrument Survey
di: Anand, Abhijeet, et al.
Pubblicazione: (2024)

Correlation-based Beam Calibration of 21cm Intensity Mapping
di: Ding, Jiacheng, et al.
Pubblicazione: (2024)

JWST Advanced Deep Extragalactic Survey (JADES) Data Release 5: Photometric Catalog
di: Robertson, Brant E., et al.
Pubblicazione: (2026)

Quantifying the Impact of LSST $u$-band Survey Strategy on Photometric Redshift Estimation and the Detection of Lyman-break Galaxies
di: Crenshaw, John Franklin, et al.
Pubblicazione: (2025)

Improving Photometric Redshift Estimates with Training Sample Augmentation
di: Moskowitz, Irene, et al.
Pubblicazione: (2024)

Standard Sirens in 2040s: Probing the Cosmic Expansion History with Gravitational Waves and Spectroscopic Galaxy Surveys
di: Borghi, Nicola, et al.
Pubblicazione: (2025)

The Spectroscopic Stage-5 Experiment
di: Besuner, Robert, et al.
Pubblicazione: (2025)

Machine Learning Techniques for Astrophysics and Cosmology: Photometric Redshifts
di: Tortorelli, Luca, et al.
Pubblicazione: (2026)

HAYATE: Photometric redshift estimation by hybridising machine learning with template fitting
di: Tanigawa, Shingo, et al.
Pubblicazione: (2024)

Flexible Simulation Based Inference for Galaxy Photometric Fitting with Synthesizer
di: Harvey, Thomas, et al.
Pubblicazione: (2025)

Photometric classification of supernovae detected by the Zwicky Transient Facility using noise augmentation
di: Townsend, A., et al.
Pubblicazione: (2026)

Improved Weak Lensing Photometric Redshift Calibration via StratLearn and Hierarchical Modeling
di: Autenrieth, Maximilian, et al.
Pubblicazione: (2024)

ColdPress: Efficient Quantile-Based Compression of Photometric Redshift PDFs
di: Hernán-Caballero, Antonio
Pubblicazione: (2025)

Learning Spectral Templates for Photometric Redshift Estimation from Broadband Photometry
di: Crenshaw, John Franklin, et al.
Pubblicazione: (2020)

Large Scale Spectrophotometric Relative Flux Calibration for the Roman High Latitude Wide Area Survey
di: Nguyen, Alan B. H., et al.
Pubblicazione: (2026)

Picture Perfect: Photometric Transient Classification Using the ParSNIP Model with Roman Hourglass Simulations
di: Abdelhadi, Belal, et al.
Pubblicazione: (2024)

FAST Drift Scan Survey for HI Intensity Mapping. II. Stacking-based Beam Construction of the 19-feed Array at $1.4$ GHz
di: Zhao, Xinyang, et al.
Pubblicazione: (2024)

Expanded Generalized Needlet Internal Linear Combination (eGNILC) Framework for the 21-cm Foreground Removal
di: Dai, Wei-Ming, et al.
Pubblicazione: (2024)

Photometric Objects Around Cosmic Webs (PAC) Delineated in a Spectroscopic Survey. VIII. Revisiting the Lensing is Low Effect
di: Luo, Xiaolin, et al.
Pubblicazione: (2025)

RVSNUpy: A Python Package for Spectroscopic Redshift Measurement Based on Cross-Correlation
di: Kim, Taewan, et al.
Pubblicazione: (2025)

Peculiar Velocity Reconstruction From Simulations and Observations Using Deep Learning Algorithms
di: Wang, Yuyu, et al.
Pubblicazione: (2024)

Euclid Quick Data Release (Q1). Photometric redshifts and physical properties of galaxies through the PHZ processing function
di: Euclid Collaboration, et al.
Pubblicazione: (2025)

Introduction to the Chinese Space Station Survey Telescope (CSST)
di: CSST Collaboration, et al.
Pubblicazione: (2025)

Accurate Kappa Reconstruction Algorithm for masked shear catalog (AKRA)
di: Shi, Yuan, et al.
Pubblicazione: (2023)

Improving Generalization and Uncertainty Quantification of Photometric Redshift Models
di: Soriano, Jonathan, et al.
Pubblicazione: (2026)

Machine Learning Frameworks for Large-Scale Radio Surveys: A Summary of Recent Studies
di: Gupta, Nikhel
Pubblicazione: (2025)

Application of Regularization Methods in the Sky Map Reconstruction of the Tianlai Cylinder Pathfinder Array
di: Yu, Kaifeng, et al.
Pubblicazione: (2023)

Probing Large-scale Structure and the Multi-Phase IGM at the Cosmic Noon -- Insights from a Joint Survey with Euclid, CSST, JPCam, and JUST
di: Li, Jiang-Tao, et al.
Pubblicazione: (2026)

One latent to fit them all: a unified representation of baryonic feedback on matter distribution
di: Lin, Shurui, et al.
Pubblicazione: (2025)

Effort: a fast and differentiable emulator for the Effective Field Theory of the Large Scale Structure of the Universe
di: Bonici, Marco, et al.
Pubblicazione: (2025)