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AI-assisted superresolution cosmological simulations

Li, Y; Ni, YY; Croft, RAC; Di Matteo, T; Bird, S; Feng, Y

Li, Y (corresponding author), Simons Fdn, Ctr Computat Astrophys, Flatiron Inst, New York, NY 10010 USA.; Li, Y (corresponding author), Simons Fdn, Ctr Computat Math, Flatiron Inst, New York, NY 10010 USA.; Ni, YY (corresponding author), Carnegie Mellon Univ, McWilliams Ctr Cosmol, Dept Phys, Pittsburgh, PA 15213 USA.; Ni, YY (corresponding author), Carnegie Mellon Univ, NSF AI Planning Inst Phys Future, Pittsburgh, PA 15213 USA.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2021; 118 (19):

Abstract

Cosmological simulations of galaxy formation are limited by finite computational resources. We draw from the ongoing rapid advances in artificial inte......

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