Imagen de Portada

Exploring the Viability of Fisher Discriminants in Galaxy Morphology Classification

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Zakaria, Sazatul Nadhilah, Muniyandy, Santtosh, Soo, John Y. H.
Formato:	Preprint
Publicado:	2026
Materias:	Instrumentation and Methods for Astrophysics Cosmology and Nongalactic Astrophysics
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

ANNZ+: an enhanced photometric redshift estimation algorithm with applications on the PAU Survey
por: Pathi, Imdad Mahmud, et al.
Publicado: (2024)

Fisher Matrix for Beginners
por: Wittman, David
Publicado: (2025)

J-PAS: Semi-Supervised Sim-to-Obs Transfer for Robust Star--Galaxy--Quasar Classification
por: López-Cano, Daniel, et al.
Publicado: (2026)

Fisher Score Matching for Simulation-Based Forecasting and Inference
por: Sui, Ce, et al.
Publicado: (2025)

The Importance of Being Adaptable: An Exploration of the Power and Limitations of Domain Adaptation for Simulation-Based Inference with Galaxy Clusters
por: Ntampaka, Michelle, et al.
Publicado: (2025)

Probabilistic Forward Modeling of Galaxy Catalogs with Normalizing Flows
por: Crenshaw, John Franklin, et al.
Publicado: (2024)

How the Galaxy-Halo Connection Depends on Large-Scale Environment
por: Wu, John F., et al.
Publicado: (2024)

CSST Strong Lensing Preparation: Fast Modeling of Galaxy-Galaxy Strong Lenses in the Big Data Era
por: Cao, Xiaoyue, et al.
Publicado: (2025)

SKYSURF. X. A Novel Method for Measuring Integrated Galaxy Light
por: Carter, Delondrae D., et al.
Publicado: (2025)

Machine Learning applications to Galaxy Clusters
por: Yepes, Gustavo, et al.
Publicado: (2026)

Learning the Cosmic Web: Graph-based Classification of Simulated Galaxies by their Dark Matter Environments
por: Kololgi, Dakshesh, et al.
Publicado: (2025)

Lensing in the Blue III: Weak Lensing Shape Catalogs of 30 Merging Galaxy Clusters
por: Saha, Sayan, et al.
Publicado: (2026)

Inferring Halo Mass and Scale Radius of Galaxy Clusters Using Convolutional Neural Networks and Uchuu-UniverseMachine Catalogs
por: Tominaga, Hirobumi, et al.
Publicado: (2026)

A New PSF Deconvolution Algorithm: Simultaneous Spatial Resolution Enhancement and Point Source Removal for Morphological Analysis of AGN Host Galaxies
por: Kawase, Ren, et al.
Publicado: (2026)

Identifying Anomalous DESI Galaxy Spectra with a Variational Autoencoder
por: Nicolaou, C., et al.
Publicado: (2025)

Simulation-Based Inference for Probabilistic Galaxy Detection and Deblending
por: Mendoza, Ismael, et al.
Publicado: (2026)

Cosmology with Galaxy Cluster Properties using Machine Learning
por: Qiu, Lanlan, et al.
Publicado: (2023)

Mind the Information Gap: Unveiling Detailed Morphologies of z 0.5-1.0 Galaxies with SLACS Strong Lenses and Data-Driven Analysis
por: Legin, Ronan, et al.
Publicado: (2025)

Unsupervised Discovery of High-Redshift Galaxy Populations with Variational Autoencoders
por: Saxena, Aayush
Publicado: (2025)

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

The CluMPR Galaxy Cluster-Finding Algorithm and DESI Legacy Survey Galaxy Cluster Catalogue
por: Yantovski-Barth, M. J., et al.
Publicado: (2023)

Semi-supervised Learning for Detecting Inverse Compton Emission in Galaxy Clusters
por: Lin, Sheng-Chieh, et al.
Publicado: (2024)

STag II: Classification of Serendipitous Supernovae Observed by Galaxy Redshift Surveys
por: Davison, W., et al.
Publicado: (2024)

Galaxy cluster profiles: A Gaussian mixture model approach to halo miscentering
por: Currie, Matthew, et al.
Publicado: (2024)

Rapid and Late Cosmic Reionization Driven by Massive Galaxies: a Joint Analysis of Constraints from 21-cm, Lyman Line & CMB Data Sets
por: Sims, Peter H., et al.
Publicado: (2025)

A Probabilistic Autoencoder for Galaxy SED Reconstruction and Redshift Estimation: Application to Mock SPHEREx Spectrophotometry
por: Feder, Richard M., et al.
Publicado: (2026)

An Interpretable AI Framework to Disentangle Self-Interacting and Cold Dark Matter in Galaxy Clusters: The CKAN Approach
por: Huang, Zhenyang, et al.
Publicado: (2025)

Deep learning based photometric redshifts for the Kilo-Degree Survey Bright Galaxy Sample
por: William, Anjitha John, et al.
Publicado: (2023)

Searching for Dark Structures: A Comparison of Weak-lensing Convergence Maps and Lensing-weighted Galaxy Density Maps
por: Kim, Soojin, et al.
Publicado: (2025)

SOAP: A Python Package for Calculating the Properties of Galaxies and Halos Formed in Cosmological Simulations
por: McGibbon, Robert, et al.
Publicado: (2025)

Measuring the Substructure Mass Power Spectrum of 23 SLACS Strong Galaxy-Galaxy Lenses with Convolutional Neural Networks
por: Fagin, Joshua, et al.
Publicado: (2024)

Neural Deprojection of Galaxy Stellar Mass Profiles
por: Yantovski-Barth, M. J., et al.
Publicado: (2025)

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

Modeling Galaxy Formation in Cosmological Simulations with CRK-HACC
por: Frontiere, Nicholas, et al.
Publicado: (2025)

Euclid: Galaxy SED reconstruction in the PHZ processing function: impact on the PSF and the role of medium-band filters
por: Euclid Collaboration, et al.
Publicado: (2026)

Differentiable Stochastic Halo Occupation Distribution with Galaxy Intrinsic Alignments
por: Pandya, Sneh, et al.
Publicado: (2026)

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

Strong Lensing Model and Dust Extinction Maps of the Host Galaxy of Type Ia Supernova H0pe
por: Galan, A., et al.
Publicado: (2025)

Fuzzy Galaxies or Cirrus? Decomposition of Galactic Cirrus in Deep Wide-Field Images
por: Liu, Qing, et al.
Publicado: (2024)

GalaxyGenius: Mock galaxy image generator for various telescopes from hydrodynamical simulations
por: Zhou, Xingchen, et al.
Publicado: (2025)