# Tag Archives: ML

# 20 Mar 2020

- (abs, pdf) Fielding et al.,
*Multiphase Gas and the Fractal Nature of Radiative Turbulent Mixing Layers* - (abs, pdf) Nasirudin et al.,
*The Impact of Realistic Foreground and Instrument Models on 21cm Epoch of Reionization Experiments* - (abs, pdf) Harada et al.,
*The Boltzmann-radiation-hydrodynamics Simulations of the Core-collapse Supernova with the Different Equations of State: the Role of Nuclear Composition and the Behavior of Neutrinos* - (abs, pdf) Huerta et al.,
*Convergence of Artificial Intelligence and High Performance Computing on NSF-supported Cyberinfrastructure* - (abs, pdf) Reeves et al.,
*An Application of Gaussian Process Modeling for High-order Accurate Adaptive Mesh Refinement Prolongation*

# 11 Mar 2020

- (abs, pdf) Sawala et al.,
*Setting the Stage: Structures from Gaussian Random Fields* - (abs, pdf) Hainline et al.,
*Simulating JWST/NIRCam Color Selection of High-Redshift Galaxies* - (abs, pdf) Schäbe et al.,
*A comparison of $\text{H}_2$ formation models at high redshift* - (abs, pdf) Cadiou et al.,
*When do cosmic peaks, filaments or walls merge? A theory of critical events in a multi-scale landscape* - (abs, pdf) Burchett et al.,
*Revealing the Dark Threads of the Cosmic Web* - (abs, pdf) Qin et al.,
*A tale of two sites — I: Inferring the properties of minihalo-hosted galaxies from current observations* - (abs, pdf) Sanchez-Gonzalez et al.,
*Learning to Simulate Complex Physics with Graph Networks*

# 20 Feb 2020

- (abs, pdf) Sanchez,
*Let us bury the prehistoric $h$: arguments against using $h^{-1}{\rm Mpc}$ units in observational cosmology* - (abs, pdf) Regos et al.,
*Detecting Pair-Instability Supernovae at z<5 with the James Webb Space Telescope* - (abs, pdf) List & Lewis,
*A unified framework for 21cm tomography sample generation and parameter inference with Progressively Growing GANs* - (abs, pdf) Toyouchi et al.,
*Gaseous dynamical friction under radiative feedback: do intermediate-mass black holes speed up or down?* - (abs, pdf) Cielo et al.,
*Honing and proofing Astrophysical codes on the road to Exascale. Experiences from code modernization on many-core systems* - (abs, pdf) Ding et al.,
*Testing the fidelity of simulations of black hole — galaxy co-evolution at z ~ 1.5 with observations* - (abs, pdf) Lehner et al.,
*Project AMIGA: The Circumgalactic Medium of Andromeda* - (abs, pdf) Zick et al.,
*Towards Studying Hierarchical Assembly in Real Time: A Milky Way Progenitor Galaxy at z = 2.36 under the Microscope*

# 11 Feb 2020

# 17 Jan 2020

- (abs, pdf) Wolcott-Green et al.,
*Suppression of H2-cooling in protogalaxies aided by trapped Ly{\alpha} cooling radiation* - (abs, pdf) Schutz,
*The Subhalo Mass Function and Ultralight Bosonic Dark Matter* - (abs, pdf) Yoo et al.,
*On the origin of low escape fractions of ionizing radiation from massive star-forming galaxies at high redshift* - (abs, pdf) Ramanah et al.,
*Super-resolution emulator of cosmological simulations using deep physical models* - (abs, pdf) Rodríguez-Montoya et al.,
*Constraints on the velocity dispersion of Dark Matter from Cosmology and new bounds on scattering from the Cosmic Dawn*

# 07 Jan 2020

- (abs, pdf) Tilvi et al.,
*Onset of Cosmic Reionization: Evidence of An Ionized Bubble Merely 680 Myrs after the Big Bang* - (abs, pdf) Emsenhuber et al.,
*Realistic On-the-fly Outcomes of Planetary Collisions II: Bringing Machine Learning to N-body Simulations* - (abs, pdf) Komiya et al.,
*Are Faint Supernovae Responsible for Carbon-Enhanced Metal-Poor Stars?* - (abs, pdf) Negrello et al.,
*Understanding galaxy formation and evolution through an all-sky submillimetre spectroscopic survey*

# 11 Dec 2019

- (abs, pdf) Bernardini et al.,
*Predicting dark matter halo formation in N-body simulations with deep regression networks* - (abs, pdf) Blumenthal et al.,
*Galaxy interactions in IllustrisTNG-100, I: The power and limitations of visual identification* - (abs, pdf) Tang et al.,
*Dependence of Gravitational Wave Transient Rates on Cosmic Star Formation and Metallicity Evolution History* - (abs, pdf) Cipolletta et al.,
*Spritz: a new fully general-relativistic magnetohydrodynamic code*