Tag Archives: ML

05 Feb 2019

  • (abs, pdf) Mirabel, Black Hole High Mass X-ray Binary Microquasars at Cosmic Dawn
  • (abs, pdf) Allen et al., Deep Learning for Multi-Messenger Astrophysics: A Gateway for Discovery in the Big Data Era
  • (abs, pdf) Khullar et al., Star formation thresholds: real and illusory
  • (abs, pdf) Elahi et al., Hunting for Galaxies and Halos in simulations with VELOCIraptor
  • (abs, pdf) Pfister et al., The erratic dynamical life of black hole seeds in high-redshift galaxies

21 Jan 2019

  • (abs, pdf) Yung et al., Semi-analytic forecasts for JWST – II. physical properties and scaling relations for galaxies at z = 4-10
  • (abs, pdf) Jung et al., Texas Spectroscopic Search for Ly$\alpha$ Emission at the End of Reionization II. The Deepest Near-Infrared Spectroscopic Observation at $z\gtrsim7$
  • (abs, pdf) Acquaviva, Pushing the Technical Frontier: From Overwhelmingly Large Data Sets to Machine Learning
  • (abs, pdf) Cooper et al., Heavy Element Absorption Systems at $5.0<z<6.8$: Metal-Poor Neutral Gas and a Diminishing Signature of Highly Ionized Circumgalactic Matter
  • (abs, pdf) Kimm et al., Understanding the escape of LyC and Ly$\alpha$ photons from turbulent clouds

08 Jan 2019

  • (abs, pdf) Trebitsch et al., Black hole obscuration and duty cycles mediated by AGN feedback in high redshift galaxies
  • (abs, pdf) Galligan et al., deepCool: Fast and Accurate Estimation of Cooling Rates in Irradiated Gas with Artificial Neural Networks
  • (abs, pdf) Katz et al., Probing Cosmic Dawn with Emission Lines: Predicting Infrared and Nebular Line Emission for ALMA and JWST
  • (abs, pdf) Evans et al., First stellar spectroscopy in Leo P
  • (abs, pdf) Cowan et al., Making the Heaviest Elements in the Universe: A Review of the Rapid Neutron Capture Process
  • (abs, pdf) Pandey et al., Cosmological magnetic braking and the formation of high-redshift, super-massive black holes

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