Tag Archives: ML

02 Mar 2021

  • (abs, pdf) Marchand et al., Fast methods to track grain coagulation and ionization. I. Analytic derivation
  • (abs, pdf) Kinugawa et al., Gravitational waves from Population III binary black holes are consistent with LIGO/Virgo O3a data for the chirp mass larger than $\sim 20M_{\odot}$
  • (abs, pdf) Elliott et al., Efficient exploration and calibration of a semi-analytical model of galaxy formation with deep learning
  • (abs, pdf) Di Valentino et al., In the Realm of the Hubble tension $-$ a Review of Solutions

17 Feb 2021

  • (abs, pdf) Hardt & Recht, Patterns, predictions, and actions: A story about machine learning
  • (abs, pdf) Bouwens et al., New Determinations of the UV Luminosity Functions from z~9 to z~2 show a remarkable consistency with halo growth and a constant star formation efficiency
  • (abs, pdf) Matthee et al., The X-SHOOTER Lyman-$\alpha$ survey at z=2 (XLS-z2) I: the panchromatic spectrum of typical Lyman-$\alpha$ emitters

15 Feb 2021

  • (abs, pdf) Egana-Ugrinovic et al., The Cosmological Evolution of Self-interacting Dark Matter
  • (abs, pdf) Vallés-Pérez et al., Unravelling cosmic velocity flows: a Helmholtz-Hodge decomposition algorithm for cosmological simulations
  • (abs, pdf) Bellardini et al., 3-D gas-phase elemental abundances across the formation histories of Milky Way-mass galaxies in the FIRE simulations: initial conditions for chemical tagging
  • (abs, pdf) Lauritsen et al., Super-resolving Herschel imaging: a proof of concept using Deep Neural Networks
  • (abs, pdf) Hawkins et al., The Stars of the HETDEX Survey. I. Radial Velocities and Metal-Poor Stars from Low-Resolution Stellar Spectra
  • (abs, pdf) Burnham et al., The Physical Drivers of the Luminosity-Weighted Dust Temperatures in High-Redshift Galaxies
  • (abs, pdf) Shima & Hosokawa, Gravitational Fragmentation of Extremely Metal-poor Circumstellar Discs
  • (abs, pdf) Caravano et al., Lattice Simulations of Inflation

06 Jan 2021

  • (abs, pdf) Worseck et al., Dating individual quasars with the HeII proximity effect
  • (abs, pdf) Izumi et al., Subaru High-z Exploration of Low-Luminosity Quasars (SHELLQs) XII. Extended [C II] Structure (Merger or Outflow) in a z = 6.72 Red Quasar
  • (abs, pdf) Morales et al., The Evolution of the Lyman-Alpha Luminosity Function During Reionization
  • (abs, pdf) Guzman & Meyers, Reconstructing Patchy Reionization with Deep Learning
  • (abs, pdf) Marshall et al., Observing the host galaxies of high-redshift quasars with JWST: predictions from the BlueTides simulation
  • (abs, pdf) Dutcher et al., Measurements of the E-Mode Polarization and Temperature-E-Mode Correlation of the CMB from SPT-3G 2018 Data
  • (abs, pdf) Bianco et al., The impact of inhomogeneous subgrid clumping on cosmic reionization II: modelling stochasticity

17-18 Dec 2020

  • (abs, pdf) Tohill et al., Measuring the structure of high-redshift galaxies with deep learning
  • (abs, pdf) Sun et al., Probing Cosmic Reionization and Molecular Gas Growth with TIME
  • (abs, pdf) Bonaca et al., Orbital Clustering Identifies the Origins of Galactic Stellar Streams
  • (abs, pdf) Latif et al., The birth of intermediate-mass black holes in primordial galaxies
  • (abs, pdf) Mirocha et al., The importance of galaxy formation histories in models of reionization
  • (abs, pdf) Passaglia, The Black Hole Window on Cosmic Inflation
  • (abs, pdf) Kann et al., GN-z11-flash in the context of Gamma-Ray Burst Afterglows
  • (abs, pdf) Arina, Review on Dark Matter Tools

02 Dec 2020

  • (abs, pdf) Padmanabhan & Loeb, Distinguishing AGN from starbursts as the origin of double peaked Lyman-Alpha Emitters in the reionization era
  • (abs, pdf) Simon et al., Eridanus II: A Fossil from Reionization with an Off-Center Star Cluster
  • (abs, pdf) Kasmanoff et al., dm2gal: Mapping Dark Matter to Galaxies with Neural Networks
  • (abs, pdf) Price-Whelan et al., Orbital Torus Imaging: Using Element Abundances to Map Orbits and Mass in the Milky Way

24 Nov 2020

  • (abs, pdf) Lucie-Smith et al., Deep learning insights into cosmological structure formation
  • (abs, pdf) Talbot et al., Blandford-Znajek jets in galaxy formation simulations: method and implementation
  • (abs, pdf) Simcoe et al., Interstellar and Circumgalactic Properties of an Unseen $z=6.84$ Galaxy: Abundances, Ionization, and Heating in the Earliest Known Quasar Absorber
  • (abs, pdf) Dutton et al., NIHAO — XXV. Convergence in the cusp-core transformation of cold dark matter haloes at high star formation thresholds
  • (abs, pdf) Li et al., Oscillations and Random Walk of the Soliton Core in a Fuzzy Dark Matter Halo
  • (abs, pdf) Garcia et al., Magnetization of the intergalactic medium in the IllustrisTNG simulations: the importance of extended, outflow-driven bubbles