A Robust Study of High-Redshift Galaxies: Unsupervised Machine Learning for Characterising morphology with JWST up to z ~ 8
Fuente:
arXiv
Saved in:
| Main Authors: | Tohill, Clár-Bríd, Bamford, Steven, Conselice, Christopher, Ferreira, Leonardo, Harvey, Thomas, Adams, Nathan, Austin, Duncan |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Dust Extinction Measures for $z\sim 8$ Galaxies using Machine Learning on JWST Imaging
by: Fu, Kwan Lin Kristy, et al.
Published: (2024)
by: Fu, Kwan Lin Kristy, et al.
Published: (2024)
Reionization in Protocluster Environments at $z>7$ with JWST/NIRSpec
by: Li, Qiong, et al.
Published: (2025)
by: Li, Qiong, et al.
Published: (2025)
EPOCHS VI: The Size and Shape Evolution of Galaxies since z ~ 8 with JWST Observations
by: Ormerod, K., et al.
Published: (2023)
by: Ormerod, K., et al.
Published: (2023)
On the observability and identification of Population III galaxies with JWST
by: Trussler, James A. A., et al.
Published: (2022)
by: Trussler, James A. A., et al.
Published: (2022)
Environmental dependence of the Mass-Metallicity Star Formation Relations at z=4-10 with JWST
by: Li, Qiong, et al.
Published: (2026)
by: Li, Qiong, et al.
Published: (2026)
Like a candle in the wind: The embers of once aflame, now smouldering galaxies at $5 < z < 8$
by: Trussler, James, et al.
Published: (2024)
by: Trussler, James, et al.
Published: (2024)
EPOCHS Paper X: Environmental effects on Galaxy Formation and Protocluster Galaxy candidates at $4.5<z<10$ from JWST observations
by: Li, Qiong, et al.
Published: (2024)
by: Li, Qiong, et al.
Published: (2024)
EPOCHS Paper V. The dependence of galaxy formation on galaxy structure at z < 7 from JWST observations
by: Conselice, Christopher J., et al.
Published: (2024)
by: Conselice, Christopher J., et al.
Published: (2024)
New Methods of Identifying AGN in the Early Universe using Spectroscopy and Photometry in the JWST Era
by: Gonzalez, Flor Arevalo, et al.
Published: (2025)
by: Gonzalez, Flor Arevalo, et al.
Published: (2025)
A JWST investigation into the bar fraction at redshifts 1 < z < 3
by: Conte, Zoe A. Le, et al.
Published: (2023)
by: Conte, Zoe A. Le, et al.
Published: (2023)
Cosmic Stillness: High Quiescent Galaxy Fractions Across Upper Mass Scales in the Early Universe to z = 7 with JWST
by: Russell, Tobias A., et al.
Published: (2024)
by: Russell, Tobias A., et al.
Published: (2024)
ALMA and JWST Identification of Faint Dusty Star-Forming Galaxies up to z~8
by: Zavala, Jorge A., et al.
Published: (2025)
by: Zavala, Jorge A., et al.
Published: (2025)
High-Redshift Galaxy Candidates at z > 6 as Revealed by JWST Observations of MACS0647
by: Worku, Keduse, et al.
Published: (2025)
by: Worku, Keduse, et al.
Published: (2025)
A dual AGN at z = 5.4 associated with a Lyman-alpha Nebula in the Center of a Cosmic Filament
by: Li, Qiong, et al.
Published: (2025)
by: Li, Qiong, et al.
Published: (2025)
Improved constraints on Galactic Centre ejection of hypervelocity stars based on novel search method
by: Verberne, Sill, et al.
Published: (2024)
by: Verberne, Sill, et al.
Published: (2024)
EPOCHS I. The Discovery and Star Forming Properties of Galaxies in the Epoch of Reionization at $6.5 < z < 18$ with PEARLS and Public JWST data
by: Conselice, Christopher J., et al.
Published: (2024)
by: Conselice, Christopher J., et al.
Published: (2024)
Resolving the ionizing photon budget crisis with JWST/NIRCam HII clumping constraints at z=6
by: Austin, Duncan, et al.
Published: (2025)
by: Austin, Duncan, et al.
Published: (2025)
Galaxy Mergers in the Epoch of Reionization I: A JWST Study of Pair Fractions, Merger Rates, and Stellar Mass Accretion Rates at $z = 4.5-11.5$
by: Duan, Qiao, et al.
Published: (2024)
by: Duan, Qiao, et al.
Published: (2024)
JWST NIRSpec Spectroscopy of the Remarkable Bright Galaxy GHZ2/GLASS-z12 at Redshift 12.34
by: Castellano, Marco, et al.
Published: (2024)
by: Castellano, Marco, et al.
Published: (2024)
Galaxy Mergers in the Epoch of Reionization II: Major Merger-Triggered Star Formation and AGN Activities at $z =$ 4.5-8.5
by: Duan, Qiao, et al.
Published: (2024)
by: Duan, Qiao, et al.
Published: (2024)
The BoRG-$JWST$ Survey: Analogs at $z\sim8$ to the UV-luminous Galaxy Population at $z\gtrsim10$
by: Rojas-Ruiz, Sofía, et al.
Published: (2025)
by: Rojas-Ruiz, Sofía, et al.
Published: (2025)
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)
EPOCHS XI: The Structure and Morphology of Galaxies in the Epoch of Reionization to z ~ 12.5
by: Westcott, Lewi, et al.
Published: (2024)
by: Westcott, Lewi, et al.
Published: (2024)
The impact of medium-width bands on the selection, and subsequent luminosity function measurements, of high-z galaxies
by: Adams, N. J., et al.
Published: (2025)
by: Adams, N. J., et al.
Published: (2025)
The Structure of Massive Star-Forming Galaxies from JWST and ALMA: Dusty, High Redshift Disk Galaxies
by: Gillman, Steven, et al.
Published: (2024)
by: Gillman, Steven, et al.
Published: (2024)
Galaxy-scale lens search in the PEARLS NEP TDF and CEERS JWST fields
by: Ferrami, Giovanni, et al.
Published: (2025)
by: Ferrami, Giovanni, et al.
Published: (2025)
Galaxies Going Bananas: Inferring the 3D Geometry of High-Redshift Galaxies with JWST-CEERS
by: Pandya, Viraj, et al.
Published: (2023)
by: Pandya, Viraj, et al.
Published: (2023)
Imágenes de un mundo rural. 1955-1980
by: Ernesto Clar
Published: (2010)
by: Ernesto Clar
Published: (2010)
Más allá de 1936: la crisis de la agricultura tradicional española en perspectiva, 1900-1975
by: Ernesto Clar
Published: (2008)
by: Ernesto Clar
Published: (2008)
Unsupervised Discovery of High-Redshift Galaxy Populations with Variational Autoencoders
by: Saxena, Aayush
Published: (2025)
by: Saxena, Aayush
Published: (2025)
Environmental Quenching of High-Redshift Galaxies: Interpreting JWST Observations with Simulations
by: Döven, Aleyna, et al.
Published: (2026)
by: Döven, Aleyna, et al.
Published: (2026)
Three Brown Dwarfs Masquerading as High-Redshift Galaxies in JWST Observations
by: Tu, Zhijun, et al.
Published: (2025)
by: Tu, Zhijun, et al.
Published: (2025)
JWST's PEARLS: A Candidate Massive Binary Star System in a Lensed Galaxy at Redshift 0.94
by: Williams, Hayley, et al.
Published: (2025)
by: Williams, Hayley, et al.
Published: (2025)
Flexible Simulation Based Inference for Galaxy Photometric Fitting with Synthesizer
by: Harvey, Thomas, et al.
Published: (2025)
by: Harvey, Thomas, et al.
Published: (2025)
The JWST Spectroscopic Properties of Galaxies at $z=9-14$
by: Tang, Mengtao, et al.
Published: (2025)
by: Tang, Mengtao, et al.
Published: (2025)
RIOJA. A Clumpy Galaxy Assembly at Redshift 6.81 Revealed by JWST
by: Mawatari, Ken, et al.
Published: (2025)
by: Mawatari, Ken, et al.
Published: (2025)
JWST/NIRSpec Observations of High Ionization Emission Lines in Galaxies at High Redshift
by: Tang, Mengtao, et al.
Published: (2025)
by: Tang, Mengtao, et al.
Published: (2025)
Enhancing Galaxy Classification with U-Net Variational Autoencoders. II. JWST High Redshift Galaxy Sample
by: Mirzoyan, Sergey
Published: (2025)
by: Mirzoyan, Sergey
Published: (2025)
GRB Redshift Classifier to Follow-up High-Redshift GRBs Using Supervised Machine Learning
by: Dainotti, Maria Giovanna, et al.
Published: (2024)
by: Dainotti, Maria Giovanna, et al.
Published: (2024)
Tracing High-z Galaxies in X-rays with JWST and Chandra
by: Kaminsky, A., et al.
Published: (2025)
by: Kaminsky, A., et al.
Published: (2025)
Similar Items
-
Dust Extinction Measures for $z\sim 8$ Galaxies using Machine Learning on JWST Imaging
by: Fu, Kwan Lin Kristy, et al.
Published: (2024) -
Reionization in Protocluster Environments at $z>7$ with JWST/NIRSpec
by: Li, Qiong, et al.
Published: (2025) -
EPOCHS VI: The Size and Shape Evolution of Galaxies since z ~ 8 with JWST Observations
by: Ormerod, K., et al.
Published: (2023) -
On the observability and identification of Population III galaxies with JWST
by: Trussler, James A. A., et al.
Published: (2022) -
Environmental dependence of the Mass-Metallicity Star Formation Relations at z=4-10 with JWST
by: Li, Qiong, et al.
Published: (2026)