Tag Archives: ML

18 Jun 2019

  • (abs, pdf) Lucie-Smith et al., An interpretable machine learning framework for dark matter halo formation
  • (abs, pdf) Voivodic et al., Excursion Set Halos — ExSHalos: A New Parameter Free Method for Fast Generation of Halo Catalogues
  • (abs, pdf) Wang et al., Spatially Resolved Interstellar Medium and Highly-Excited Dense Molecular Gas in the Most Luminous Quasar at z=6.327
  • (abs, pdf) Pookkillath et al., Baryon Physics and Tight Coupling Approximation in Boltzmann Code
  • (abs, pdf) Blank et al., NIHAO XXII: Introducing black hole formation, accretion and feedback into the NIHAO simulation suite
  • (abs, pdf) Bettinelli et al., The star formation history of the Sculptor dwarf spheroidal galaxy

23 May 2019

  • (abs, pdf) Bose et al., Revealing the galaxy-halo connection in IllustrisTNG
  • (abs, pdf) Kruijssen et al., Fast and inefficient star formation due to short-lived molecular clouds and rapid feedback
  • (abs, pdf) Marinacci et al., Simulating the interstellar medium and stellar feedback on a moving mesh: Implementation and isolated galaxies
  • (abs, pdf) Hutchison et al., Near-Infrared Spectroscopy of Galaxies During Reionization: Measuring C$\,$III] in a Galaxy at $\mathbf{z=7.5}$
  • (abs, pdf) Madau et al., Globular Cluster Formation from Colliding Substructure
  • (abs, pdf) Simet et al., Comparison of Observed Galaxy Properties with Semianalytic Model Predictions using Machine Learning

06 May 2019

  • (abs, pdf) Pan et al., The Probability Distribution of Density Fluctuations in Supersonic Turbulence
  • (abs, pdf) Peek & Burkhart, Do Androids Dream of Magnetic Fields? Using Neural Networks to Interpret the Turbulent Interstellar Medium
  • (abs, pdf) Sedda et al., MOCCA-SURVEY Database I. Intermediate mass black holes in Milky Way globular clusters and their connection to supermassive black holes

30 Apr 2019

  • (abs, pdf) Li et al., Disruption of giant molecular clouds and formation of bound star clusters under the influence of momentum stellar feedback
  • (abs, pdf) Sartorio et al., Massive star formation via torus accretion: the effect of photoionization feedback
  • (abs, pdf) Margalit & Metzger, The Multi-Messenger Matrix: the Future of Neutron Star Merger Constraints on the Nuclear Equation of State
  • (abs, pdf) Deg et al., GalactICS with Gas
  • (abs, pdf) Zamudio-Fernandez et al., HIGAN: Cosmic Neutral Hydrogen with Generative Adversarial Networks

24 Apr 2019

  • (abs, pdf) Zavala et al., The diverse dark matter density at sub-kiloparsec scales in Milky Way satellites:implications for the nature of dark matter
  • (abs, pdf) Ghara & Mellema, Impact of Ly$\alpha$ heating on the global 21-cm signal from the Cosmic Dawn
  • (abs, pdf) Ricarte et al., Tracing Black Hole and Galaxy Co-evolution in the Romulus Simulations
  • (abs, pdf) Kruijssen, The minimum metallicity of globular clusters and its physical origin — implications for the galaxy mass-metallicity relation and observations of proto-globular clusters at high redshift
  • (abs, pdf) Smith & Geach, Generative deep fields: arbitrarily sized, random synthetic astronomical images through deep learning

17 Apr 2019

  • (abs, pdf) Baron, Machine Learning in Astronomy: a practical overview
  • (abs, pdf) Sorce et al., Virgo: an unlikely cluster of galaxies because of its environment
  • (abs, pdf) Wurster & Bate, Disc formation and fragmentation using radiative non-ideal magnetohydrodynamics
  • (abs, pdf) Mackenzie et al., Linking gas and galaxies at high redshift: MUSE surveys the environments of six damped Lyman alpha galaxies at z~3
  • (abs, pdf) Onoue et al., Subaru High-z Exploration of Low-Luminosity Quasars (SHELLQs). VI. Black Hole Mass Measurements of Six Quasars at 6.1<z<6.7
  • (abs, pdf) Izumi et al., Subaru High-z Exploration of Low-Luminosity Quasars (SHELLQs) VIII. A less biased view of the early co-evolution of black holes and host galaxies
  • (abs, pdf) Wilkins et al., Nebular Line Emission During the Epoch of Reionization
  • (abs, pdf) Vogelsberger et al., High redshift JWST predictions from IllustrisTNG: Dust modelling and galaxy luminosity functions

09 Apr 2019

  • (abs, pdf) Myeong et al., Evidence for Two Early Accretion Events That Built the Milky Way Stellar Halo
  • (abs, pdf) Neyrinck et al., Halo Spin from Primordial Inner Motions
  • (abs, pdf) Ezzeddine et al., Evidence for an aspherical Population III supernova explosion inferred from the hyper metal-poor star HE1327-2326
  • (abs, pdf) Doussot et al., Improved supervised learning methods for EoR parameters reconstruction
  • (abs, pdf) Viganò & Palenzuela, Fitting of extended sub-grid scale models in compressible turbulent MHD

08 Apr 2019

  • (abs, pdf) Shao et al., Evolution of galactic planes of satellites in the EAGLE simulation
  • (abs, pdf) Blanc et al., A Characteristic Mass Scale in the Mass-Metallicity Relation of Galaxies
  • (abs, pdf) Agertz et al., EDGE I: the mass-metallicity relation as a critical test of galaxy formation physics
  • (abs, pdf) Leung et al., Automated Simulations of Galaxy Morphology Evolution using Deep Learning and Particle Swarm Optimisation
  • (abs, pdf) Sugahara et al., Fast Outflows Identified in Early Star-Forming Galaxies at $z = 5-6$