10 citations · 18 across the 5 of their papers we have counts for
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astro-ph.CO2020
Identifying Cosmological Information in a Deep Neural Network
Koya Murakami, Atsushi J. Nishizawa
A novel method images to estimate cosmological parameters based on images is presented. In this paper, we demonstrate the use of a convolutional neural network (CNN) for constraini…
astro-ph.CO2020★ 10 cited
A Study on the Baryon Acoustic Oscillation with Topological Data Analysis
Kai T. Kono, Tsutomu T. Takeuchi, Suchetha Cooray +2
(abridged) The scale of the acoustic oscillation of baryons at the baryon-photon decoupling is imprinted on the spatial distribution of galaxies in the Universe, known as the baryo…