Cover Image

Estimating the mass of galactic components using machine learning algorithms

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Sanchez, Jessica N. Lopez, Villa, Erick Munive, Lopez, Ana A. Avilez, Bravo, Oscar M. Martinez
Format:	Preprint
Published:	2024
Subjects:	Astrophysics of Galaxies Cosmology and Nongalactic Astrophysics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Scaling relations, dynamical heating and tidal disruption in spin $s$ ultralight dark matter models
by: López-Sánchez, Jessica N., et al.
Published: (2025)

Core-halo scaling relations in self-interacting scalar field dark matter
by: López-Sánchez, Jessica N., et al.
Published: (2025)

Estimating cluster masses: a comparative study between machine learning and maximum likelihood
by: Mundow, Raeed, et al.
Published: (2025)

Predicting galaxy bias using machine learning
by: Riveros-Jara, Catalina, et al.
Published: (2026)

zELDA II: reconstruction of galactic Lyman-alpha spectra attenuated by the intergalactic medium using neural networks
by: Gurung-Lopez, Siddhartha, et al.
Published: (2025)

On the rise and fall of galactic ionizing output at the end of reionization
by: Cain, Christopher, et al.
Published: (2023)

Estimating the triaxiality of massive clusters from 2D observables in MillenniumTNG with machine learning
by: Delgado, Ana Maria, et al.
Published: (2025)

Active galactic nuclei and gravitational redshifts
by: Padilla, N. D., et al.
Published: (2023)

Cosmology with galaxy clusters using machine learning. Application to eROSITA Data
by: Zhong, Fucheng, et al.
Published: (2026)

Gravothermal collapse and the diversity of galactic rotation curves
by: Roberts, M. Grant, et al.
Published: (2024)

A comprehensive separation of dark matter and baryonic mass components in galaxy clusters II: an overview of the mass distribution in Abell S1063
by: Beauchesne, Benjamin, et al.
Published: (2025)

Spectral indices in active galactic nuclei as seen by Apertif and LOFAR
by: Kutkin, A. M., et al.
Published: (2025)

Orbital dynamics in galactic potentials under mass transfer
by: Illés, Eduárd, et al.
Published: (2024)

The limits of feedback from active galactic nuclei
by: Pontzen, Andrew, et al.
Published: (2026)

The Jiutian simulations for the CSST extra-galactic surveys
by: Han, Jiaxin, et al.
Published: (2025)

No evidence for Keplerian taper of far-out galactic rotation
by: Bariego-Quintana, Adriana, et al.
Published: (2025)

Large-scale environments of star-forming active galactic nuclei: How black hole mass, accretion rate, and luminosity connect to dark matter halos
by: Mountrichas, G., et al.
Published: (2026)

Bridging observations and simulations: a machine learning approach to galaxy clusters
by: Gatuzz, Efrain
Published: (2025)

YOLO-CL: Galaxy cluster detection in the SDSS with deep machine learning
by: Grishin, Kirill, et al.
Published: (2023)

Population III star formation near high-redshift active galactic nuclei
by: Fisk, Ethan M., et al.
Published: (2025)

Assessing the connection between galactic conformity and assembly-type bias
by: Lacerna, Ivan, et al.
Published: (2025)

Magnetic fields in galactic environments probed by Fast Radio Bursts
by: Khrykin, Ilya S., et al.
Published: (2025)

A comprehensive separation of dark matter and baryonic mass components in galaxy clusters I: Mass constraints from Abell S1063
by: Beauchesne, Benjamin, et al.
Published: (2025)

XMAGNET: Velocity structure functions of active galactic nucleus-driven turbulence in the multiphase intracluster medium
by: Fournier, M., et al.
Published: (2025)

Modeling spatially-resolved galactic H$α$ emission for galaxy clustering
by: Rapoport, Ivan, et al.
Published: (2025)

QUIJOTE scientific results XIX. New constraints on the synchrotron spectral index using a semi-blind component separation method
by: Adak, Debabrata, et al.
Published: (2025)

Signatures of high-redshift galactic outflows in the thermal Sunyaev Zel'dovich effect
by: Sun, Guochao, et al.
Published: (2024)

Finding the boundary: Using galaxy membership to inform galaxy cluster extent through machine learning
by: Hao, Christine, et al.
Published: (2025)

The Baryonic Mass Estimates of the Milky Way Halo in the form of High Velocity Clouds
by: Tahir, Noraiz, et al.
Published: (2024)

Establishing HI mass v.s. stellar mass and halo mass scaling relations using an abundance matching method
by: Lu, Yi, et al.
Published: (2024)

A hidden population of active galactic nuclei can explain the overabundance of luminous $z>10$ objects observed by JWST
by: Hegde, Sahil, et al.
Published: (2024)

Dynamical reconstruction of SPARC galactic halos within self-interacting fuzzy dark matter
by: Indjin, Milos, et al.
Published: (2025)

JWST's PEARLS: resolved study of the stellar and dust components in starburst galaxies at cosmic noon
by: Polletta, M., et al.
Published: (2024)

A million-solar-mass object detected at cosmological distance using gravitational imaging
by: Powell, D. M., et al.
Published: (2025)

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)

CNN+FoF: application of deep learning to the identification of dark matter haloes
by: Maiti, Soumadeep, et al.
Published: (2026)

New constraints on the galactic ionizing efficiency and escape fraction at 2.5 < z < 6 based on quasar absorption spectra
by: Cain, Christopher, et al.
Published: (2025)

The size of the continuum emission region and its scaling relations with active galactic nucleus luminosity and the broad-line region size
by: Mandal, Amit Kumar, et al.
Published: (2025)

The THESAN-ZOOM project: Star formation efficiency from giant molecular clouds to galactic scale in high-redshift starbursts
by: Wang, Zihao, et al.
Published: (2025)

Improved measurements of the age of JWST galaxies at z=6-10
by: Lopez-Corredoira, M., et al.
Published: (2026)