AGNBoost: A Machine Learning Approach to AGN Identification with JWST/NIRCam+MIRI Colors and Photometry

The paper introduces AGNBoost, an efficient XGBoostLSS-based machine learning framework that leverages JWST NIRCam and MIRI photometry to robustly identify active galactic nuclei and estimate redshifts, demonstrating high accuracy and generalizability across simulated, template-based, and real observational datasets.

Kurt Hamblin, Allison Kirkpatrick, Bren E. Backhaus + 18 more2026-03-04🔭 astro-ph

HOLISMOKES XVII: Detecting strongly lensed SNe Ia from time series of multi-band LSST-like imaging data

This paper presents a deep learning pipeline based on a ConvLSTM2D architecture that effectively detects strongly lensed Type Ia supernovae in multi-band time-series imaging data, achieving high true-positive rates with low false-positive rates by the 7th to 9th observation to enable timely follow-up for upcoming surveys like LSST.

Satadru Bag, Raoul Canameras, Sherry H. Suyu + 4 more2026-03-04🔭 astro-ph

Empirical Calibration of Na I D and Other Absorption Lines as Tracers of High-Redshift Neutral Outflows

By analyzing a unique high-redshift system where a massive quiescent galaxy's neutral outflow is observed against a background quasar, this study derives empirical calibrations for converting trace element column densities to hydrogen, confirming that local relations for Na I are applicable for estimating gas outflows driving galaxy quenching while revealing significant discrepancies for Mg II likely due to dust depletion variations.

Lorenzo Moretti, Sirio Belli, Gwen C. Rudie + 5 more2026-03-04🔭 astro-ph

Little Red Dots as self-gravitating discs accreting on supermassive stars: Spectral appearance and formation pathway of the progenitors to direct collapse black holes

This paper proposes that "little red dots" are supermassive stars surrounded by massive self-gravitating accretion discs formed during galaxy mergers, a model that successfully reproduces their observed spectral features and suggests they are progenitors to massive black holes consistent with current luminosity and abundance constraints.

Lorenz Zwick, Christopher Tiede, Lucio Mayer2026-03-04🔭 astro-ph

A MaNGA about the Legacy I: Connecting the Assembly of Stellar Halo with the Average Star Formation History in Low-Redshift Massive Galaxies

By combining deep LegacySurvey imaging with MaNGA spectroscopy, this study reveals that the assembly history of low-redshift massive early-type galaxies is intricately linked to their central gravitational potential and outer stellar halos, demonstrating that distinct imprints of both in-situ star formation and ex-situ accretion shape their stellar populations beyond simple scaling relations.

Xiao-Ya Zhang, Song Huang, Meng Gu2026-03-04🔭 astro-ph

Efficient black hole seed formation in low metallicity and dense stellar clusters with implications for JWST sources

Using direct N-body and Monte Carlo simulations, this study demonstrates that extremely dense, low-metallicity young massive clusters observed by JWST inevitably undergo runaway stellar collisions to form very massive stars, which rapidly collapse into intermediate-mass black hole seeds of $10^310^5 M_\odot$, providing a viable pathway for early black hole formation and explaining high-redshift nitrogen abundances.

M. C. Vergara, A. Askar, F. Flammini Dotti + 7 more2026-03-04🔭 astro-ph

Identifying massive black hole binaries via light curve variability in optical time-domain surveys

This study simulates the detection of massive black hole binaries in the LSST survey by generating realistic optical light curves from hydrodynamic accretion models, revealing that LSST can identify approximately 0.01–0.1 such systems per square degree, with periodogram analysis showing a higher success rate for detecting binaries with high eccentricities and unequal mass ratios.

Alfredo Chiesa, David Izquierdo-Villalba, Alberto Sesana + 5 more2026-03-04🔭 astro-ph

Can an Anti-de Sitter Vacuum in the Dark Energy Sector Explain JWST High-Redshift Galaxy and Reionization Observations?

This study demonstrates that while an anti-de Sitter vacuum in the dark energy sector can enhance early structure formation, it fails to simultaneously explain the JWST high-redshift galaxy excess and satisfy cosmological constraints from the CMB and low-redshift probes, thereby reinforcing the necessity of evolving astrophysical properties to resolve the tension.

Anirban Chakraborty, Tirthankar Roy Choudhury, Anjan Ananda Sen + 1 more2026-03-04🔭 astro-ph

COSMOS-Web galaxy groups: Evolution of red sequence and quiescent galaxy fraction

This study analyzes COSMOS-Web galaxy groups from z=0 to z=3.7 using machine learning and multi-method approaches to reveal that quiescent galaxy fractions build up steadily from z=1.5–2 with earlier growth in richer groups, identifies a rare overdensity at z=3.4, and finds that while X-ray faint groups have lower quiescent fractions, the red sequence's slope and scatter remain stable over approximately 12 billion years.

Greta Toni, Matteo Maturi, Gianluca Castignani + 33 more2026-03-04🔭 astro-ph

Linking Young Stellar Object Morphology to Evolutionary Stages with Self-Organizing Maps

This study utilizes Self-Organizing Maps on VISTA near- and mid-infrared images of approximately 10,000 Young Stellar Objects in the Orion complex to create a non-theoretical, data-driven grid of morphological prototypes and probabilistic maps linking these morphologies to evolutionary stages, thereby establishing a foundation for a novel spectro-morphological classification scheme.

David Hernandez, Odysseas Dionatos, Marc Audard + 5 more2026-03-04🔭 astro-ph

Non-explosive pre-supernova feedback in the COLIBRE model of galaxy formation

This paper presents and validates a non-explosive pre-supernova (NEPS) feedback module within the COLIBRE galaxy formation model, demonstrating that incorporating momentum injection and photoheating from young massive stars effectively regulates star formation, improves numerical convergence, and synergistically enhances the efficacy of subsequent supernova feedback.

Alejandro Benítez-Llambay, Sylvia Ploeckinger, Joop Schaye + 7 more2026-03-04🔭 astro-ph

The warm outer layer of a Little Red Dot as the source of [Fe II] and collisional Balmer lines with scattering wings

Analysis of deep JWST spectra of the luminous Little Red Dot FRESCO-GN-9771 reveals that its distinctive spectral features, including strong Balmer breaks, collisional Balmer lines with scattering wings, and optical [Fe II] emission, originate from a dense, warm, outflowing gas layer that obscures the central black hole and suggests its mass is significantly lower than virial estimates indicate.

Alberto Torralba, Jorryt Matthee, Gabriele Pezzulli + 22 more2026-03-04🔭 astro-ph

Euclid: Discovery of bright z7z\simeq7 Lyman-break galaxies in UltraVISTA and Euclid COSMOS

This paper presents the discovery of 289 high-redshift (z7z\simeq7) Lyman-break galaxies using UltraVISTA and Euclid imaging in the COSMOS field, which are used to constrain the rest-frame UV luminosity function and demonstrate the synergistic potential of combining these datasets for identifying extreme sources in the Epoch of Reionization.

R. G. Varadaraj, R. A. A. Bowler, M. J. Jarvis + 163 more2026-03-04🔭 astro-ph