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Pablo Villanueva Domingo


PhD in Physics | Cosmologist | Deep Learning Scientist at Computer Vision Center - Universitat Autònoma de Barcelona


Publications

These are my scientific publications. You can also take a look at my articles in my INSPIRE-HEP, arXiv and Google Scholar profiles.

  • Helen Shao, Francisco Villaescusa-Navarro, Pablo Villanueva-Domingo, Romain Teyssier, Lehman H. Garrison, Marco Gatti, Derek Inman, Yueying Ni, Ulrich P. Steinwandel, Mihir Kulkarni, Eli Visbal et al.
    Robust field-level inference with dark matter halos
    arXiv:2209.06843

  • Kenji Kadota, Pablo Villanueva-Domingo, Kiyotomo Ichiki, Kenji Hasegawa.
    Boosting the 21 cm forest signals by the clumpy substructures
    arXiv:2209.01305

  • Pablo Villanueva-Domingo and Francisco Villaescusa-Navarro.
    Learning cosmology and clustering with cosmic graphs
    Astrophys. J., 937 115, 2022, arXiv:2204.13713

  • Nicolás Bernal, Víctor Muñoz-Albornoz, Sergio Palomares-Ruiz and Pablo Villanueva-Domingo.
    Current and future neutrino limits on the abundance of primordial black holes
    arXiv:2203.14979

  • Francisco Villaescusa-Navarro, Shy Genel, Daniel Anglés-Alcázar, Lucia A. Perez, Pablo Villanueva-Domingo, Digvijay Wadekar, Helen Shao, Faizan G. Mohammad, Sultan Hassan, Emily Moser et al. (CAMELS collaboration)
    The CAMELS project: public data release
    arXiv:2201.01300

  • Pablo Villanueva-Domingo, Francisco Villaescusa-Navarro, Shy Genel, Daniel Anglés-Alcázar, Lars Hernquist, Federico Marinacci, David N. Spergel, Mark Vogelsberger and Desika Narayanan.
    Weighing the Milky Way and Andromeda with Artificial Intelligence
    arXiv:2111.14874

  • Pablo Villanueva-Domingo, Francisco Villaescusa-Navarro, Daniel Anglés-Alcázar, Shy Genel, Federico Marinacci, David N. Spergel, Lars Hernquist, Mark Vogelsberger, Romeel Dave and Desika Narayanan.
    Inferring halo masses with Graph Neural Networks
    Astrophys. J., 935 30, 2022, arXiv:2111.08683

  • Francisco Villaescusa-Navarro, Shy Genel, Daniel Angles-Alcazar, Leander Thiele, Romeel Dave, Desika Narayanan, Andrina Nicola, Yin Li, Pablo Villanueva-Domingo, Benjamin Wandelt, David N. Spergel et al. (CAMELS collaboration).
    The CAMELS Multifield Dataset: Learning the Universe’s Fundamental Parameters with Artificial Intelligence
    Astrophys. J., 259 61, 2022, arXiv:2109.10915

  • Pablo Villanueva-Domingo and Kiyotomo Ichiki.
    21 cm Forest Constraints on Primordial Black Holes
    Publications of the Astronomical Society of Japan, psab119, arXiv:2104.10695

  • Pablo Villanueva-Domingo, Olga Mena and Sergio Palomares-Ruiz.
    A brief review on primordial black holes as dark matter
    Front. Astron. Space Sci., 28 May 2021, arXiv:2103.12087

  • Pablo Villanueva-Domingo and Francisco Villaescusa-Navarro.
    Removing Astrophysics in 21 cm maps with Neural Networks
    Astrophys. J., 907(1):44, 2021, arXiv:2006.14305

  • Laura Lopez-Honorez, Olga Mena, Sergio Palomares-Ruiz, Pablo Villanueva-Domingo and Samuel J. Witte.
    Variations in fundamental constants at the cosmic dawn
    JCAP, 2006(06):026, 2020, arXiv:2004.00013

  • Pablo Villanueva-Domingo, Olga Mena and Jordi Miralda-Escude.
    Maximum amplitude of the high-redshift 21-cm absorption feature
    Phys. Rev. D101(8):083502, 2020, arXiv:1912.09488

  • Olga Mena, Sergio Palomares-Ruiz, Pablo Villanueva-Domingo, and Samuel J. Witte.
    Constraining the primordial black hole abundance with 21-cm cosmology
    Phys. Rev., D100(4):043540, 2019, arXiv:1906.07735

  • Laura Lopez-Honorez, Olga Mena and Pablo Villanueva-Domingo.
    Dark Matter microphysics and 21 cm observations
    Phys. Rev., D99(2):023522, 2019, arXiv:1811.02716

  • Miguel Escudero, Laura Lopez-Honorez, Olga Mena, Sergio Palomares-Ruiz and Pablo Villanueva-Domingo.
    A fresh look into the interacting dark matter scenario
    JCAP, 1806(06):007, 2018, arXiv:1803.08427

  • Samuel Witte, Pablo Villanueva-Domingo, Stefano Gariazzo, Olga Mena and Sergio Palomares-Ruiz.
    EDGES result versus CMB and low-redshift constraints on ionization histories
    Phys. Rev., D97(10):103533, 2018, arXiv:1804.03888

  • Pablo Villanueva-Domingo, Stefano Gariazzo, Nickolay Y. Gnedin and Olga Mena.
    Was there an early reionization component in our universe?
    JCAP, 1804(04):024, 2018, arXiv:1712.02807

  • Pablo Villanueva-Domingo, Nickolay Y. Gnedin, and Olga Mena.
    Warm Dark Matter and Cosmic Reionization
    Astrophys. J., 852(2):139, 2018, arXiv:1708.08277

  • Laura Lopez-Honorez, Olga Mena, Sergio Palomares-Ruiz and Pablo Villanueva-Domingo.
    Warm dark matter and the ionization history of the Universe
    Phys. Rev., D96(10):103539, 2017, arXiv:1703.02302

See here my PhD thesis Shedding light on Dark Matter through 21 cm Cosmology and Reionization constraints.