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Workshop on Compact Objects, Gravitational Waves and Deep Learning

→ Europe/Lisbon
University of Aveiro

University of Aveiro
Alexandre Pombo (Aveiro University), Antonio Onofre (Universidade do Minho/CFUMUP,LIP), Carlos Herdeiro (Mat. Department, University of Aveiro), Jorge Delgado (Universidade de Aveiro)
Description

The Workshop on Compact Objects, Gravitational Waves and Deep Learning, intends to bring together experimental and theoretical Astrophysicists, Relativists and Cosmologists in a close collaboration with High Energy Particle Physicists to explore the Universe from its most fundamental particle constituents, to the events that happen at a Cosmological scale. The workshop is particularly focused in providing young Master and PhD researchers state of the art knowledge on Astrophysics, Cosmology and Particle Physics, with particularly useful Hands-On sessions, using state of the art Machine Learning methods, to explore signals of new physics that can span the boundary between Particle Physics performed at Colliders, Relativistic Astrophysics, Strong Gravity and Cosmology.

Departamento de Matematica
Participants
  • Adrià Delhom I Latorre
  • Alberto de Albuquerque Cezar Júnior
  • Alexandre Pombo
  • Andreu Masó
  • Anny Caroline
  • Antonino Marciano
  • Antonio Onofre
  • António Manso
  • António Morais
  • Carlos Herdeiro
  • Carlos Rodríguez García
  • Costantino Pacilio
  • Da Huang
  • Dafne Bandeira
  • David Barba González
  • Elisa Maggio
  • Eugen Radu
  • Fabrizio Di Giovanni
  • Felipe Ferreira de Freitas
  • Fernando Moucherek
  • Filipa Cavaco Peres
  • Francisco Martínez López
  • Gonçalo Gonçalves
  • Gustavo Morais
  • Ivo Sengo
  • Joao Alvares
  • Jon Ander Gómez Adrián
  • Jorge Delgado
  • Jorge Gigante
  • Jose Antonio Font
  • João Inácio
  • João Novo
  • João Oliveira
  • João Pedro Pino Gonçalves
  • João Pedro Rodrigues
  • João Viana
  • Julio Arrechea
  • Lu Yin
  • M. Angeles Perez-Garcia
  • Marco Brito
  • Massimo Vaglio
  • Mengjie Wang
  • Michal Nowak
  • Miquel Lluís Llorens Monteagudo
  • Miquel Miravet
  • Nicolas Maldonado Baracaldo
  • Nicolas Sanchis-Gual
  • Nuno Santos
  • Osvaldo Freitas
  • Pedro Cunha
  • Roberto Ruiz de Austri
  • Rocío Navarro
  • Roman Pasechnik
  • Rui Santos
  • Samuel Santos
  • Sergio Gimeno-Soler
  • Solange Nunes
  • Sonia Anton
  • Swetha Bhagwat
  • Taishi Ikeda
  • Tiago Correia
  • Valentin Boyanov
  • Vasileios Vatellis
  • Yadir Garnica
  • Zhengwen Liu
  • Monday 21 September
    • 09:00 → 10:00
      Session 1: Black holes and exotic compact objects

      Session 1

      Convener: Carlos Herdeiro (Mat. Department, University of Aveiro)
    • 10:00 → 10:15
      Coffee Break
    • 10:15 → 11:15
      Gravitational Waves
      Convener: Nicolás Sanchis-Gual (CENTRA)
      • 10:15
        Introduction to gravitational waves: from theory to numerical simulations 1h
        Speaker: Nicolás Sanchis-Gual (CENTRA)
        1_GW_workshop_Aveiro_2020.pdf
    • 11:15 → 11:30
      Coffee Break
    • 11:30 → 12:20
      Deep Learning
      Convener: Felipe Freitas (Dep.Physics, University of Aveiro)
      Felipe Freitas' Presentations
      • 11:30
        Detecting binary black hole mergers with deep learning: a 100% glitchless speedrun walkthrough 50m
        Speaker: Felipe Ferreira de Freitas
    • 12:20 → 14:00
      Lunch
    • 14:00 → 16:00
      Hands-On
  • Tuesday 22 September
    • 09:00 → 10:00
      Session 1: Black holes and exotic compact objects

      Session 1

      Convener: Carlos Herdeiro (Math.Department, University of Aveiro)
    • 10:00 → 10:15
      Coffee Break
    • 10:15 → 11:15
      Gravitational Waves
      Convener: Nicolas Sanchis-Gual (CENTRA)
      • 10:15
        Introduction to gravitational waves: from theory to numerical simulations 1h
        Speaker: Nicolas Sanchis-Gual (CENTRA)
        2_GW_workshop_Aveiro_2020.pdf
    • 11:15 → 11:30
      Coffee Break
    • 11:30 → 12:20
      Deep Learning
      Convener: Felipe Ferreira de Freitas
      Felipe Freitas' Presentations
      • 11:30
        Detecting binary black hole mergers with deep learning: a 100% glitchless speedrun walkthrough. 50m
        Speaker: Felipe Ferreira de Freitas
    • 12:20 → 14:00
      Lunch
    • 14:00 → 16:00
      Hands-On
  • Wednesday 23 September
    • 09:00 → 10:00
      Session 1: Black holes and exotic compact objects

      Session 1

      Convener: Carlos Herdeiro (Math.Department, University of Aveiro)
    • 10:00 → 10:15
      Coffee Break
    • 10:15 → 11:15
      Gravitational Waves
      Convener: Nicolás Sanchis Gual (CENTRA)
    • 11:15 → 11:30
      Coffee Break
    • 11:30 → 12:20
      Deep Learning
      Convener: Felipe Ferreira de Freitas
      Felipe Freitas' Presentations
      • 11:30
        Detecting binary black hole mergers with deep learning: a 100% glitchless speedrun walkthrough 50m
        Speaker: Felipe Ferreira de Freitas
    • 12:20 → 14:00
      Lunch
    • 14:00 → 17:30
      The Bridge Between AstroPhysics and Particle Physics
      • 14:00
        Exploring Gravitational Waves Detection Using Deep Learning Methods 40m
        Speaker: Osvaldo Freitas (Univ.Minho, CFUMUP)
        Exploring_GW_detection_DL_methods.pdf
      • 14:40
        The (ultra) light in the dark: A potential vector boson of 8.7×10−13 eV from GW190521 1h
        Speaker: Juan Bustillo (Univ.Hong Kong, Monash Univ., OzGrav)
        Aveiro_21g.pdf
      • 15:40
        Primordial Gravitational Waves as a Portal to Particle Physics 1h
        Speaker: Antonio Morais (Univ.Aveiro)
        GW-seesaw.pdf
      • 16:40
        Phenomenology of Vector Like Leptons with Deep Learning @ LHC 40m
        Speaker: Joao Pino (Univ.Aveiro)
        VLLs_LHC_DeepLearning.pdf
  • Thursday 24 September
    • 09:00 → 10:00
      Session 1: Black holes and exotic compact objects

      Session 1

      Convener: Carlos Herdeiro (Math.Department, University of Aveiro)
    • 10:00 → 10:15
      Coffee Break
    • 10:15 → 11:15
      Gravitational Waves
      Convener: Nicolas Sanchis-Gual (CENTRA)
      • 10:15
        Introduction to gravitational waves: from theory to numerical simulations 1h
        Speaker: Nicolas Sanchis-Gual (CENTRA)
        4_GW_workshop_Aveiro_2020.pdf
    • 11:15 → 11:30
      Coffee Break
    • 11:30 → 12:20
      Deep Learning
      Convener: Felipe Ferreira de Freitas
      Felipe Freitas' Presentations
      • 11:30
        Detecting binary black hole mergers with deep learning: a 100% glitchless speedrun walkthrough 50m
        Speaker: Felipe Ferreira de Freitas
    • 12:20 → 14:00
      Lunch
    • 14:00 → 17:00
      Hands-On
  • Friday 25 September
    • 09:00 → 10:00
      Session 1: Black holes and exotic compact objects

      Session 1

      Convener: Carlos Herdeiro (Math.Department, University of Aveiro)
    • 10:00 → 10:15
      Coffee Break
    • 10:15 → 11:15
      Gravitational Waves
      Convener: Nicolas Sanchis-Gual (CENTRA)
      • 10:15
        Introduction to gravitational waves: from theory to numerical simulations 1h
        Speaker: Nicolas Sanchis-Gual (University of Valencia)
        3_GW_workshop_Aveiro_2020.pdf
    • 11:15 → 11:30
      Coffee Break
    • 11:30 → 12:20
      Deep Learning
      Convener: Felipe Ferreira de Freitas
      Felipe Freitas' Presentations
      • 11:30
        Detecting binary black hole mergers with deep learning: a 100% glitchless speedrun walkthrough 50m
        Speaker: Felipe Ferreira de Freitas
    • 12:20 → 14:00
      Lunch
    • 14:00 → 17:00
      Hands-On
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