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List of works by Marc Huertas-Company

A post-merger enhancement only in star-forming Type 2 Seyfert galaxies: the deep learning view

scientific article published on 15 February 2024

CEERS Key Paper. IX. Identifying Galaxy Mergers in CEERS NIRCam Images Using Random Forests and Convolutional Neural Networks

scientific article published in November 2024

Deriving the star formation histories of galaxies from spectra with simulation-based inference

scientific article published on 30 August 2024

ERGO-ML: comparing IllustrisTNG and HSC galaxy images via contrastive learning

scientific article published on 15 February 2024

ERGO-ML: towards a robust machine learning model for inferring the fraction of accreted stars in galaxies from integral-field spectroscopic maps

scientific article published on 6 June 2023

Euclid preparation: XLIII. Measuring detailed galaxy morphologies for Euclid with machine learning (English)

scholarly article published in September 2024

Euclid preparation: XXV. The Euclid Morphology Challenge: Towards model-fitting photometry for billions of galaxies

scholarly article published in March 2023

Euclid preparation: XXVI. The Euclid Morphology Challenge: Towards structural parameters for billions of galaxies

scholarly article published in March 2023

Evolution of the Size–Mass Relation of Star-forming Galaxies Since z = 5.5 Revealed by CEERS

scientific article published in February 2024

Expectations of the Size Evolution of Massive Galaxies at 3 ≤ z ≤ 6 from the TNG50 Simulation: The CEERS/JWST View

scientific article published in March 2023

Galaxies Going Bananas: Inferring the 3D Geometry of High-redshift Galaxies with JWST-CEERS

scientific article published on 28 February 2024

Identification of tidal features in deep optical galaxy images with convolutional neural networks

scientific article published on 22 March 2023

JWST Constraints on the UV Luminosity Density at Cosmic Dawn: Implications for 21 cm Cosmology

scientific article published in November 2023

On the Nature of Disks at High Redshift Seen by JWST/CEERS with Contrastive Learning and Cosmological Simulations

scholarly article published in January 2024

Scale-dependent brain age with higher-order statistics from structural magnetic resonance imaging

ZF-UDS-7329: A relic galaxy in the early Universe

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