Tag Archives: ML

06 Aug 2020

  • (abs, pdf) Matthee et al., The nature of CR7 revealed with MUSE: a young starburst powering extended Lyman-$\alpha$ emission at z=6.6
  • (abs, pdf) Hong et al., Revealing the Local Cosmic Web by Deep Learning
  • (abs, pdf) Smith et al., Arepo-MCRT: Monte Carlo Radiation Hydrodynamics on a Moving Mesh
  • (abs, pdf) Tanikawa et al., Merger rate density of Population III binary black holes below, above, and in the pair-instability mass gap

07 Jul 2020

  • (abs, pdf) Kerzendorf et al., Dalek — a deep-learning emulator for TARDIS
  • (abs, pdf) Mathew & Federrath, Implementation of stellar heating feedback in simulations of star cluster formation: effects on the initial mass function
  • (abs, pdf) Feltre et al., XV. The mean rest-UV spectra of Ly-alpha emitters at z>3
  • (abs, pdf) Hayward et al., Submillimetre galaxies in cosmological hydrodynamical simulations — an opportunity for constraining feedback models
  • (abs, pdf) Li et al., The Pairing Probability of Massive Black Holes in Merger Galaxies in the Presence of Radiative Feedback
  • (abs, pdf) Sharda et al., Magnetic field amplification in accretion discs around the first stars: implications for the primordial IMF

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