activity
20072026
most citedStellar Populations With Optical Spectra: Deep Learning vs. Popular Spectrum Fitting Codes

25 citations · 41 across the 4 of their papers we have counts for

collaborators

5 papers

astro-ph.CO2026

Universal Dark-matter Density Profiles of Cosmic Filaments

Peng Xu, Fangzhou Jiang, Farhanul Hasan +5

We present a comprehensive analysis of the radial dark-matter (DM) density profiles of cosmic filaments in the hydrodynamical simulation TNG50. The cosmic web is extracted from hig…

astro-ph.GA2025

Impact of Cosmic Filaments on Galaxy Morphological Evolution and Predictions of Early Cosmic Web Structure for Roman

Farhanul Hasan, Haowen Zhang, Viraj Pandya +10

We leverage the IllustrisTNG cosmological simulations to test how the large-scale cosmic web shapes galaxy morphology and to forecast the early cosmic web structure that the Nancy…

astro-ph.GA2024★ 25 cited

Stellar Populations With Optical Spectra: Deep Learning vs. Popular Spectrum Fitting Codes

Joanna Woo, Dan Walters, Finn Archinuk +4

We compare the performance of several popular spectrum fitting codes (Firefly, starlight, pyPipe3D and pPXF), and a deep-learning convolutional neural network (StarNet), in recover…

astro-ph.GA2023

Filaments of The Slime Mold Cosmic Web And How They Affect Galaxy Evolution

Farhanul Hasan, Joseph N. Burchett, Douglas Hellinger +7

We present a novel method for identifying cosmic web filaments using the IllustrisTNG (TNG100) cosmological simulations and investigate the impact of filaments on galaxies. We comp…

astro-ph2007★ 16 cited

The Environment on few Mpc scales of Infrared Luminous Galaxies at Redshifts z~1

D. Marcillac, G. H. Rieke, C. Papovich +13

We investigate the environment of infrared luminous galaxies (L[8-1000 mL$_{\sun}$). We focus on the redshift range 0.7 z 1, where these galaxie…