Tag Archives: ML

06 Jul 2021

  • (abs, pdf) Xu et al., Predicting halo occupation and galaxy assembly bias with machine learning
  • (abs, pdf) Vikaeus et al., Conditions for detecting lensed Population III galaxies in blind surveys with the James Webb Space Telescope, the Roman Space Telescope and Euclid
  • (abs, pdf) Nagele et al., Collapse of $\sim 10^4$ $M_\odot$ population III supermassive stars with neutrino transfer
  • (abs, pdf) Ricarte et al., Unveiling the Population of Wandering Black Holes via Electromagnetic Signatures

25 Jun 2021

  • (abs, pdf) Tamfal et al., The Dawn of Disk Formation in a Milky Way-sized Galaxy: Thin Stellar Disks at $z > 4$
  • (abs, pdf) Higgs & McConnachie, Solo dwarfs IV: Comparing and contrasting satellite and isolated dwarf galaxies in the Local Group
  • (abs, pdf) Gómez et al., Halo Merger Tree Comparison: Impact on Galaxy Formation Models
  • (abs, pdf) Horowitz et al., HyPhy: Deep Generative Conditional Posterior Mapping of Hydrodynamical Physics
  • (abs, pdf) Washinoue & Suzuki, Coronal Properties of Low-mass Population III Stars and the Radiative Feedback in the Early Universe
  • (abs, pdf) Erika et al., Hoyle-Lyttleton accretion on to black hole accretion disks with super-Eddington luminosity for dusty gas
  • (abs, pdf) Reis et al., Shot noise and scatter in the star formation efficiency as a source of 21-cm fluctuations
  • (abs, pdf) Matteucci, Modelling the chemical evolution of the Milky Way

10 Jun 2021

  • (abs, pdf) Eilers et al., Detecting and Characterizing Young Quasars II: Four Quasars at $z\sim 6$ with Lifetimes $<10^4$ years
  • (abs, pdf) Martín-Navarro et al., Anisotropic satellite galaxy quenching modulated by supermassive black hole activity
  • (abs, pdf) Lovell et al., A machine learning approach to mapping baryons onto dark matter halos using the EAGLE and C-EAGLE simulations
  • (abs, pdf) Lozano et al., A model for star formation in cosmological simulations of galaxy formation

17-21 May 2021

  • (abs, pdf) Murphy et al., Ionizing photon production of Population III stars: effects of rotation, convection, and initial mass function
  • (abs, pdf) Higashi et al., Amplification of turbulence in contracting prestellar cores in primordial minihalos
  • (abs, pdf) Bhowmick et al., Impact of gas based seeding on supermassive black hole populations at $z\geq7$
  • (abs, pdf) Wu et al., Cosmic Velocity Field Reconstruction Using AI
  • (abs, pdf) Wünsch et al., Tree-based solvers for adaptive mesh refinement code FLASH — II: radiation transport module TreeRay
  • (abs, pdf) Karunakaran et al., Satellites Around Milky Way Analogs: Tension in the Number and Fraction of Quiescent Satellites Seen in Observations Versus Simulations
  • (abs, pdf) Polzin et al., A recently quenched isolated dwarf galaxy outside of the Local Group environment
  • (abs, pdf) Kamlah et al., Preparing the next gravitational million-body simulations: Evolution of single and binary stars in Nbody6++GPU, MOCCA and McLuster
  • (abs, pdf) Thomas & Pfrommer, Comparing different closure relations for cosmic ray hydrodynamics
  • (abs, pdf) Calderón et al., Moving-mesh radiation-hydrodynamic simulations of wind-reprocessed transients
  • (abs, pdf) Wu et al., The high-redshift tail of stellar reionization in LCDM is beyond the reach of the low-$\ell$ CMB

05 May 2021

  • (abs, pdf) Jeffreson et al., A scaling relation for the molecular cloud lifetime in Milky Way-like galaxies
  • (abs, pdf) Chadha-Day et al., Axion Dark Matter: What is it and Why Now?
  • (abs, pdf) Ferrada-Chamorro et al., Chemical post-processing of magneto-hydrodynamical simulations of star-forming regions: robustness and pitfalls
  • (abs, pdf) Tarsitano et al., Image feature extraction and galaxy classification: a novel and efficient approach with automated machine learning

04 May 2021

  • (abs, pdf) Xin & Haiman, Ultra-Short-Period Massive Black Hole Binary Candidates in LSST as LISA "Verification Binaries"
  • (abs, pdf) Santos et al., The evolution of the UV luminosity and stellar mass functions of Lyman-alpha emitters from z~2 to z~6
  • (abs, pdf) Axen et al., Transport of Protostellar Cosmic Rays in Turbulent Dense Cores
  • (abs, pdf) Pace et al., Spectroscopic Confirmation of the Sixth Globular Cluster in the Fornax Dwarf Spheroidal Galaxy
  • (abs, pdf) Ni et al., AI-assisted super-resolution cosmological simulations II: Halo substructures, velocities and higher order statistics