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We use \texttt{GRUMPY}, a simple regulator-type model for dwarf galaxy formation and evolution, to forward model the dwarf galaxy satellite population of the Milky Way (MW) using the Caterpillar zoom-in simulation suite. We show that…

Astrophysics of Galaxies · Physics 2022-09-14 Viraj Manwadkar , Andrey Kravtsov

The simplest scheme for predicting real galaxy properties after performing a dark matter simulation is to rank order the real systems by stellar mass and the simulated systems by halo mass and then simply assume monotonicity - that the more…

Astrophysics of Galaxies · Physics 2021-10-22 Stephanie Tonnesen , Jeremiah P. Ostriker

Sparse regression algorithms have been proposed as the appropriate framework to model the governing equations of a system from data, without needing prior knowledge of the underlying physics. In this work, we use sparse regression to build…

Astrophysics of Galaxies · Physics 2021-08-25 M. Icaza-Lizaola , Richard G. Bower , Peder Norberg , Shaun Cole , Matthieu Schaller , Stefan Egan

Applying halo models to analyze the small-scale clustering of galaxies is a proven method for characterizing the connection between galaxies and their host halos. Such works are often plagued by systematic errors or are limited to…

Cosmology and Nongalactic Astrophysics · Physics 2022-02-16 Adam O. Szewciw , Gillian D. Beltz-Mohrmann , Andreas A. Berlind , Manodeep Sinha

The growth and properties of galaxies are thought to be closely connected to the ones of their host dark matter halos. Despite the importance of this so-called galaxy-halo connection, the potential role of dark matter halos in regulating…

Astrophysics of Galaxies · Physics 2022-02-16 Laura Scholz-Diaz , Ignacio Martin-Navarro , Jesus Falcon-Barroso

Galaxies exhibit a tight correlation between their star-formation rate and stellar mass over a wide redshift range known as the star-forming main sequence (SFMS). With JWST, we can now investigate the SFMS at high redshifts down to masses…

We present FIRE/Gizmo hydrodynamic zoom-in simulations of isolated dark matter halos, two each at the mass of classical dwarf galaxies ($M_{\rm vir} \simeq 10^{10} M_{\odot}$) and ultra-faint galaxies ($M_{\rm vir} \simeq 10^9 M_{\odot}$),…

We apply a simple, one-equation, galaxy formation model on top of the halos and subhalos of a high-resolution dark matter cosmological simulation to study how dwarf galaxies acquire their mass and, for better mass resolution, on over 10^5…

Cosmology and Nongalactic Astrophysics · Physics 2015-05-20 Gary A Mamon , Dylan Tweed , Andrea Cattaneo , Trinh Xuan Thuan

Maximum disk mass models fitted to galaxy rotation curves are used to show that dark matter (DM) halos in late-type and dwarf spheroidal (dSph) galaxies satisfy well defined scaling laws. Halos in less luminous galaxies have smaller core…

Astrophysics · Physics 2007-05-23 John Kormendy , K. C. Freeman

Mapping stars and gas in nearby galaxies is fundamental for understanding their growth and the impact of their environment. This issue is addressed by comparing the stellar "edges" of galaxies $D_{\rm stellar}$, defined as the outermost…

We investigate the dependence of the local galaxy stellar-to-halo mass relation (SHMR) on galaxy morphology. We use data from the Sloan Digital Sky Survey DR7 with morphological classifications from Galaxy Zoo, and compare with the EAGLE…

Astrophysics of Galaxies · Physics 2020-10-14 Camila A. Correa , Joop Schaye

We present an empirical method to measure the halo mass function (HMF) of galaxies. We determine the relation between the \hi\ line-width from single-dish observations and the dark matter halo mass ($M_{200}$) inferred from rotation curve…

Astrophysics of Galaxies · Physics 2020-01-08 Pengfei Li , Federico Lelli , Stacy McGaugh , Marcel S. Pawlowski , Martin A. Zwaan , James Schombert

If dark matter interacts, even weakly, via non-gravitational forces, simulations predict that it will be preferentially scattered towards the trailing edge of the halo during collisions between galaxy clusters. This will temporarily create…

Cosmology and Nongalactic Astrophysics · Physics 2016-12-07 David Harvey , Andrew Robertson , Richard Massey , Jean-Paul Kneib

We present a machine learning (ML) approach for the prediction of galaxies' dark matter halo masses that achieves an improved performance over conventional methods. We train three ML algorithms (\texttt{XGBoost}, Random Forests, and neural…

Astrophysics of Galaxies · Physics 2019-10-16 Victor F. Calderon , Andreas A. Berlind

We present the stellar mass-halo mass scaling relation for 46 X-ray selected low-mass clusters or groups detected in the XMM-BCS survey with masses $2\times10^{13}M_{\odot}\lesssim M_{500}\lesssim2.5\times10^{14}M_{\odot}$ at redshift…

Astrophysics of Galaxies · Physics 2016-02-17 I. Chiu , A. Saro , J. Mohr , S. Desai , S. Bocquet , R. Capasso , C. Gangkofner , N. Gupta , J. Liu

Stellar population studies show that low mass galaxies in all environments exhibit stellar halos that are older and more spherically distributed than the main body of the galaxy. In some cases, there is a significant intermediate age…

Cosmology and Nongalactic Astrophysics · Physics 2011-07-26 Greg Stinson , Julianne Dalcanton , Tom Quinn , Stephanie Gogarten , Tobias Kaufmann , James Wadsley

We simulate the dynamical and chemical evolution of a dwarf galaxy embedded in a dark matter halo, using a three-dimensional N-body/SPH simulation code combined with stellar population synthesis. The initial condition is adopted in accord…

Astrophysics · Physics 2016-08-30 Masao Mori , Yuzuru Yoshii , Takuji Tsujimoto , Ken'ichi Nomoto

We apply the empirical galaxy--halo connection model UniverseMachine to dark matter-only zoom-in simulations of isolated Milky Way (MW)--mass halos along with their parent cosmological simulations. This application extends…

Astrophysics of Galaxies · Physics 2021-07-19 Yunchong Wang , Ethan O. Nadler , Yao-Yuan Mao , Susmita Adhikari , Risa H. Wechsler , Peter Behroozi

We study the relation between halo concentration and mass (c-M relation) using the Seventh and Eighth Data Release of the Sloan Digital Sky Survey (SDSS DR7 and DR8) galaxy catalogue. Assuming that the satellite galaxies follow the…

Astrophysics of Galaxies · Physics 2022-12-21 Qing Gu , Qi Guo , Tianchi Zhang , Wenting Wang , Quan Guo , Liang Gao