Tag Archives: ML

01 Jun 2022

  • (abs, pdf) Ashton et al., Nested sampling for physical scientists
  • (abs, pdf) Robles et al., A deep learning approach to halo merger tree construction
  • (abs, pdf) Lusso et al., The Dawn of Black Holes
  • (abs, pdf) Feldmann et al., FIREbox: Simulating galaxies at high dynamic range in a cosmological volume
  • (abs, pdf) Kokron et al., Accurate predictions from small boxes: variance suppression via the Zel'dovich approximation
  • (abs, pdf) Chon et al., Impact of the cosmic background radiation on the initial mass function of metal-poor stars

19 May 2022

  • (abs, pdf) Collins & Read, Observational constraints on stellar feedback in dwarf galaxies
  • (abs, pdf) van Dokkum et al., A trail of dark matter-free galaxies from a bullet dwarf collision
  • (abs, pdf) Bordoloi et al., Resolving the HI in Damped Lyman-{\alpha} systems that power star-formation
  • (abs, pdf) Bisbas et al., The origin of the [CII]-deficit in a simulated dwarf galaxies starburst
  • (abs, pdf) Karpov et al., Physics-Informed Machine Learning for Modeling Turbulence in Supernovae

18 May 2022

  • (abs, pdf) Chiaki & Wise, Triggered Population III star formation: the effect of H$_2$ self-shielding
  • (abs, pdf) Schatz et al., Horizons: Nuclear Astrophysics in the 2020s and Beyond
  • (abs, pdf) Piras et al., Fast and realistic large-scale structure from machine-learning-augmented random field simulations
  • (abs, pdf) Ricotti et al., Ghostly Stellar Haloes and their Relationship to Ultra-faint Dwarfs
  • (abs, pdf) Zier & Springel, Simulating cold shear flows on a moving mesh
  • (abs, pdf) Seitova & Pober, The Optical Depth of Foregrounds for the Highest Redshift 21 cm Signals

22 Feb 2022

  • (abs, pdf) Macciò et al., Using Artificial Intelligence and real galaxy images to constrain parameters in galaxy formation simulations
  • (abs, pdf) Meštrić et al., Exploring the physical properties of lensed star-forming clumps at $2\lesssim z \lesssim6$
  • (abs, pdf) Jaura et al., Trapping of HII regions in Population III star formation
  • (abs, pdf) Bar et al., Dynamical friction in globular cluster-rich ultra-diffuse galaxies: the case of NGC5846-UDG1