Tag Archives: ML

05 Dec 2018

  • (abs, pdf) Starkenburg et al., What Is Inside Matters: Simulated Green Valley Galaxies Have Centrally Concentrated Star Formation
  • (abs, pdf) Marshall et al., Chemical Abundance Analysis of Tucana III, the Second $r$-process Enhanced Ultra-Faint Dwarf Galaxy
  • (abs, pdf) Schawinski et al., Exploring galaxy evolution with generative models
  • (abs, pdf) Tomasi & Giordano, Towards new solutions for scientific computing: the case of Julia
  • (abs, pdf) Hong et al., Spatial mixing of binary stars in multiple-population globular clusters
  • (abs, pdf) Hill et al., VLT/FLAMES high-resolution chemical abundances in Sculptor: a textbook dwarf spheroidal galaxy
  • (abs, pdf) Díaz et al., Impact of radiation backgrounds on the formation of massive black holes

30 Nov 2018

  • (abs, pdf) Hafen et al., The Origins of the Circumgalactic Medium in the FIRE Simulations
  • (abs, pdf) Maseda et al., Abundant Serendipitous Emission Line Sources with JWST/NIRSpec
  • (abs, pdf) Fitts et al., Dwarf Galaxies in CDM, WDM, and SIDM: Disentangling Baryons and Dark Matter Physics
  • (abs, pdf) Yang et al., Exploring Reionization-Era Quasars IV: Discovery of Six New $z \gtrsim 6.5$ Quasars with DES, VHS and unWISE Photometry
  • (abs, pdf) Eames et al., Working towards an optimal sampling of the 21 cm signal parameter space
  • (abs, pdf) Ivie et al., Three years later: gender differences in the advisor's impact on career choices in astronomy and astrophysics

26 Nov 2018

  • (abs, pdf) Javanmardi et al., The number of dwarf satellites of disk galaxies versus their bulge mass in the standard model of cosmology
  • (abs, pdf) Surace et al., On the Detection of Supermassive Primordial Stars
  • (abs, pdf) Bhowmick et al., On the small scale clustering of quasars: constraints from the MassiveBlack II simulation
  • (abs, pdf) Jing et al., The dark matter deficit galaxies in hydrodynamical simulations
  • (abs, pdf) Langer & Durrive, Magnetising the Cosmic Web during Reionisation
  • (abs, pdf) Jennings et al., Evaluating machine learning techniques for predicting power spectra from reionization simulations
  • (abs, pdf) Fibla et al., Star formation at high redshift

08 Nov 2018

  • (abs, pdf) Despali et al., The interplay of Self-Interacting Dark Matter and baryons in shaping the halo evolution
  • (abs, pdf) Fussell & Moews, Forging new worlds: high-resolution synthetic galaxies with chained generative adversarial networks
  • (abs, pdf) Hess et al., Numerical simulations of AGN wind feedback on black hole accretion: probing down to scales within the sphere of influence
  • (abs, pdf) Caplan et al., GPU Acceleration of an Established Solar MHD Code using OpenACC
  • (abs, pdf) Miki, Gravitational octree code performance evaluation on Volta GPU

01 Nov 2018

  • (abs, pdf) Brainerd, Satellite Galaxies in the Illustris-1 Simulation: Poor Tracers of the Mass Distribution
  • (abs, pdf) Forbes et al., Towards a radially-resolved semi-analytic model for the evolution of disc galaxies tuned with machine learning
  • (abs, pdf) Forbes & Lin, Hydrodynamic Shielding and the Survival of Cold Streams
  • (abs, pdf) Elmegreen, Two Thresholds for Globular Cluster Formation and their Dominance of Star Formation in the Early-Universe
  • (abs, pdf) Huang et al., The Robustness of Cosmological Hydrodynamic Simulation Predictions to Changes in Numerics and Cooling Physics
  • (abs, pdf) Sadoun et al., Lyman $\alpha$ Properties of Simulated Galaxies in Overdense Regions: Effects of Galactics Winds at z > 6
  • (abs, pdf) Lagos, Angular momentum evolution of galaxies: the perspective of hydrodynamical simulations
  • (abs, pdf) Kinch et al., Predicting Stellar-Mass Black Hole X-ray Spectra from Simulations

30 Oct 2018

  • (abs, pdf) Habouzit et al., The diverse galaxy counts in the environment of high-redshift massive black holes in Horizon-AGN
  • (abs, pdf) Oñorbe et al., Inhomogeneous Reionization Models in Cosmological Hydrodynamical Simulations
  • (abs, pdf) Kahniashvili et al., Magnetism in the Early Universe
  • (abs, pdf) Fan et al., The Discovery of a Gravitationally Lensed Quasar at z = 6.51
  • (abs, pdf) Wang et al., The Discovery of A Luminous Broad Absorption Line Quasar at A Redshift of 7.02
  • (abs, pdf) Wang et al., Exploring Reionization-Era Quasars III: Discovery of 16 Quasars at $6.4\lesssim z \lesssim 6.9$ with DESI Legacy Imaging Surveys and UKIRT Hemisphere Survey and Quasar Luminosity Function at $z\sim6.7$
  • (abs, pdf) Yang et al., Filling in the Quasar Redshift Gap at $z \sim 5.5$ II: A Complete Survey of Luminous Quasars in the Post-Reionization Universe
  • (abs, pdf) Haiman, Machine learning uncovers new cosmological information
  • (abs, pdf) Clarkson et al., H-He Shell Interactions and Nucleosynthesis in Massive Population III Stars

15 Aug 2018

  • (abs, pdf) Wurster et al., Hall effect-driven formation of gravitationally unstable discs in magnetized molecular cloud cores
  • (abs, pdf) Eastwood & Khochfar, How Black Holes Stop Their Host Galaxy from Growing Without AGN Feedback
  • (abs, pdf) Mowla et al., COSMOS-DASH: The Evolution of the Galaxy Size-Mass Relation Since z~3 from new Wide Field WFC3 Imaging Combined with CANDELS/3DHST
  • (abs, pdf) Mathuriya et al., CosmoFlow: Using Deep Learning to Learn the Universe at Scale
  • (abs, pdf) Wolf et al., New Science, New Media: An Assessment of the Online Education and Public Outreach Initiatives of The Dark Energy Survey
  • (abs, pdf) van de Voort et al., Cosmological simulations of the circumgalactic medium with 1 kpc resolution: enhanced HI column densities
  • (abs, pdf) Riechers et al., COLDz: Shape of the CO Luminosity Function at High Redshift and the Cold Gas History of the Universe

17 Jul 2018

  • (abs, pdf) Patel et al., $\Lambda$CDM Predictions for the Satellite Population of M33
  • (abs, pdf) Nakauchi et al., Condition for low-mass star formation in shock-compressed metal-poor clouds
  • (abs, pdf) Yuan et al., Numerical study of active galactic nucleus feedback in an elliptical galaxy with {\it MACER}
  • (abs, pdf) Holguin et al., Role of Cosmic Ray Streaming and Turbulent Damping in Driving Galactic Winds
  • (abs, pdf) Dai & Tong, Visualizing the Hidden Features of Galaxy Morphology with Machine Learning
  • (abs, pdf) Orofino et al., Growth problems of stellar black holes in early galaxies
  • (abs, pdf) Bovino & Galli, Thermodynamics and Chemistry of the Early Universe