Tag Archives: ML

02 Jul 2020

  • (abs, pdf) Zanisi et al., The relationship between fine galaxy stellar morphology and star formation activity in cosmological simulations: a deep learning view
  • (abs, pdf) Jeffreson et al., The role of galactic dynamics in shaping the physical properties of giant molecular clouds in Milky Way-like galaxies
  • (abs, pdf) Bhowmick et al., Supermassive black hole fueling in IllustrisTNG: Impact of environment

23-24 Jun 2020

  • (abs, pdf) Curtis & Brainerd, Fast Generation of Large-scale Structure Density Maps via Generative Adversarial Networks
  • (abs, pdf) Magg et al., A Minimum Dilution Scenario for Supernovae and Consequences for Extremely Metal-Poor Stars
  • (abs, pdf) Cooke et al., Astronomy Paper Seminar Participation Guide & Reading Walkthrough
  • (abs, pdf) The LIGO Scientific Collaboration et al., GW190814: Gravitational Waves from the Coalescence of a 23 M$_\odot$ Black Hole with a 2.6 M$_\odot$ Compact Object

15 Jun 2020

  • (abs, pdf) Sameie et al., Simulating the "hidden giant" in cold and self-interacting dark matter models
  • (abs, pdf) Webb & Bovy, And In The Darkness Unbind Them: High-Resolution Simulations of Dark Matter Subhalo Disruption in a Milky Way-like Tidal Field
  • (abs, pdf) Kado-Fong et al., Diffuse Ionized Gas in Simulations of Multiphase, Star-Forming Galactic Disks
  • (abs, pdf) Park et al., Biconical dominated accretion flow onto seed black holes in hyper-accretion regime
  • (abs, pdf) Jorgensen et al., Astrochemistry During the Formation of Stars
  • (abs, pdf) Chen et al., Core Formation, Coherence and Collapse: A New Core Evolution Paradigm Revealed by Machine Learning

12 Jun 2020

  • (abs, pdf) Costa et al., Powering galactic super-winds with small-scale AGN winds
  • (abs, pdf) Agertz et al., VINTERGATAN I: The origins of chemically, kinematically and structurally distinct discs in a simulated Milky Way-mass galaxy
  • (abs, pdf) Renaud et al., VINTERGATAN II: the history of the Milky Way told by its mergers
  • (abs, pdf) Renaud et al., VINTERGATAN III: how to reset the metallicity of the Milky Way
  • (abs, pdf) Kwon et al., Deep-Learning Study of the 21cm Differential Brightness Temperature During the Epoch of Reionization
  • (abs, pdf) Berman et al., Axionic Dark Matter Halos in the Gravitational Field of Baryonic Matter
  • (abs, pdf) Pfister et al., Tidal disruption events in the first billion years of a galaxy
  • (abs, pdf) Bondarenko et al., From dwarf galaxies to galaxy clusters: Self-Interacting Dark Matter over 7 orders of magnitude in halo mass

27 May 2020

  • (abs, pdf) Hirai et al., SIRIUS project I: Star formation models for star-by-star simulations of star clusters and galaxy formation
  • (abs, pdf) Gurvich et al., Pressure balance in the multiphase ISM of cosmologically simulated disk galaxies
  • (abs, pdf) Kelly et al., The origin of X-ray coronae around simulated disc galaxies
  • (abs, pdf) Bird et al., Inside Out and Upside-Down: The Roles of Gas Cooling and Dynamical Heating in Shaping the Stellar Age-Velocity Relation
  • (abs, pdf) Feigelson et al., 21st Century Statistical and Computational Challenges in Astrophysics
  • (abs, pdf) Fukushima et al., Star cluster formation and cloud dispersal by radiative feedback: dependence on metallicity and compactness

08 May 2020

  • (abs, pdf) Whalen et al., Finding the First Quasars at Birth
  • (abs, pdf) Feder et al., Nonlinear 3D Cosmic Web Simulation with Heavy-Tailed Generative Adversarial Networks
  • (abs, pdf) Ferreira, Ultra-Light Dark Matter
  • (abs, pdf) Holwerda et al., The Sizes of $z\sim9-10$ Galaxies Identified in the BoRG Survey
  • (abs, pdf) Di Paolo & Salucci, Fundamental properties of the dark and the luminous matter from Low Surface Brightness discs

28 Apr 2020

  • (abs, pdf) Mezcua, Feeding and feedback from little monsters: AGN in dwarf galaxies
  • (abs, pdf) Stanway et al., Evaluating the impact of binary parameter uncertainty on stellar population properties
  • (abs, pdf) Secunda et al., Orbital Migration of Interacting Stellar Mass Black Holes in Disks around Supermassive Black Holes II. Spins and Incoming Objects
  • (abs, pdf) Ćiprijanović et al., DeepMerge: Classifying High-redshift Merging Galaxies with Deep Neural Networks
  • (abs, pdf) Inoue et al., Radiative equilibrium estimates of dust temperature and mass in high-redshift galaxies