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Francisco Villaescusa-Navarro

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Multifield Cosmology with Artificial Intelligence

Sep 20, 2021
Francisco Villaescusa-Navarro, Daniel Anglés-Alcázar, Shy Genel, David N. Spergel, Yin Li, Benjamin Wandelt, Andrina Nicola, Leander Thiele, Sultan Hassan, Jose Manuel Zorrilla Matilla, Desika Narayanan, Romeel Dave, Mark Vogelsberger

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$\texttt{deep21}$: a Deep Learning Method for 21cm Foreground Removal

Oct 29, 2020
T. Lucas Makinen, Lachlan Lancaster, Francisco Villaescusa-Navarro, Peter Melchior, Shirley Ho, Laurence Perreault-Levasseur, David N. Spergel

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From Dark Matter to Galaxies with Convolutional Neural Networks

Oct 17, 2019
Jacky H. T. Yip, Xinyue Zhang, Yanfang Wang, Wei Zhang, Yueqiu Sun, Gabriella Contardo, Francisco Villaescusa-Navarro, Siyu He, Shy Genel, Shirley Ho

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Learning neutrino effects in Cosmology with Convolutional Neural Networks

Oct 09, 2019
Elena Giusarma, Mauricio Reyes Hurtado, Francisco Villaescusa-Navarro, Siyu He, Shirley Ho, ChangHoon Hahn

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HIGAN: Cosmic Neutral Hydrogen with Generative Adversarial Networks

Apr 29, 2019
Juan Zamudio-Fernandez, Atakan Okan, Francisco Villaescusa-Navarro, Seda Bilaloglu, Asena Derin Cengiz, Siyu He, Laurence Perreault Levasseur, Shirley Ho

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From Dark Matter to Galaxies with Convolutional Networks

Apr 01, 2019
Xinyue Zhang, Yanfang Wang, Wei Zhang, Yueqiu Sun, Siyu He, Gabriella Contardo, Francisco Villaescusa-Navarro, Shirley Ho

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