3rd Workshop on Compact Objects, Gravitational Waves and Deep Learning
Friday 23 September 2022 -
08:45
Monday 19 September 2022
Tuesday 20 September 2022
Wednesday 21 September 2022
Thursday 22 September 2022
Friday 23 September 2022
08:45
Opening and Wellcome
-
Antonio Onofre
(
Universidade do Minho/CFUMUP,LIP
)
Opening and Wellcome
Antonio Onofre
(
Universidade do Minho/CFUMUP,LIP
)
08:45 - 09:00
09:00
Black Holes and Exotic Compact objects: challenges ahead
-
Carlos Herdeiro
(
Math.Department, University of Aveiro
)
Black Holes and Exotic Compact objects: challenges ahead
Carlos Herdeiro
(
Math.Department, University of Aveiro
)
09:00 - 09:30
09:30
Gravitational Waves from Compact Objects
-
Font Jose Antonio
(
Departamento de Astronomía y Astrofísica, Universitat de València, Spain
)
Gravitational Waves from Compact Objects
Font Jose Antonio
(
Departamento de Astronomía y Astrofísica, Universitat de València, Spain
)
09:30 - 10:00
10:00
Detection of Gravitational Waves with Machine Learning/Deep Learning Algorithms
-
Osvaldo Freitas
(
University of Minho
)
Detection of Gravitational Waves with Machine Learning/Deep Learning Algorithms
Osvaldo Freitas
(
University of Minho
)
10:00 - 10:20
10:20
Studying Core Collapse Supernova Gravitational Waves with Machine Learning
-
Solange Nunes
Studying Core Collapse Supernova Gravitational Waves with Machine Learning
Solange Nunes
10:20 - 10:40
10:40
10:40 - 11:15
11:15
Models and Algorithms for GW Denoising and Reconstruction
-
Alejandro Torres Forne Not Supplied
Models and Algorithms for GW Denoising and Reconstruction
Alejandro Torres Forne Not Supplied
11:15 - 11:45
11:45
Deep Learning for the Classification of Signals and Transient Noises in the LIGO Detectors
-
Tiago Fernandes
(
University of Aveiro
)
Deep Learning for the Classification of Signals and Transient Noises in the LIGO Detectors
Tiago Fernandes
(
University of Aveiro
)
11:45 - 12:05
12:05
Self-supervised Machine Learning for Noise Classification in GW
-
Samuel Vieira
(
University of Aveiro
)
Self-supervised Machine Learning for Noise Classification in GW
Samuel Vieira
(
University of Aveiro
)
12:05 - 12:25
12:25
12:25 - 14:00
14:00
Gravitational Waves and New Physics Searches
-
Antonio Morais
(
Universidade de Aveiro
)
Gravitational Waves and New Physics Searches
Antonio Morais
(
Universidade de Aveiro
)
14:00 - 14:30
14:30
Machine Learning Algorythms and Particle Physics Searches
-
Joao Goncalves
(
University of Aveiro
)
Machine Learning Algorythms and Particle Physics Searches
Joao Goncalves
(
University of Aveiro
)
14:30 - 14:50
14:50
Phenomenology of Multiscalar Models - why not Machine Learning?
-
Vasileios Vatellis
(
University of Aveiro
)
Phenomenology of Multiscalar Models - why not Machine Learning?
Vasileios Vatellis
(
University of Aveiro
)
14:50 - 15:10
15:10
Discussion
-
Antonio Onofre
(
Universidade do Minho/CFUMUP,LIP
)
Carlos Herdeiro
(
Math.Department, University of Aveiro
)
Font Jose Antonio
(
Departamento de Astronomía y Astrofísica, Universitat de València, Spain
)
Discussion
Antonio Onofre
(
Universidade do Minho/CFUMUP,LIP
)
Carlos Herdeiro
(
Math.Department, University of Aveiro
)
Font Jose Antonio
(
Departamento de Astronomía y Astrofísica, Universitat de València, Spain
)
15:10 - 15:30
15:30
15:30 - 16:00
16:00
Use of deep learning generative models for Monte Carlo event simulation in the context of LHC experiments
-
Raúl Balanzá García
(
University of Valencia
)
Use of deep learning generative models for Monte Carlo event simulation in the context of LHC experiments
Raúl Balanzá García
(
University of Valencia
)
16:00 - 16:20
16:20
Identification of binary neutron star mergers in gravitational-wave data using object-detection machine learning models
-
Joao Aveiro
(
University of Porto
)
Identification of binary neutron star mergers in gravitational-wave data using object-detection machine learning models
Joao Aveiro
(
University of Porto
)
16:20 - 16:40
16:40
Classification of Neutron Stars’ Equation of State, from Gravitational Waves, using machine learning algorithms.
-
Goncalo Goncalves
(
University of Porto
)
Classification of Neutron Stars’ Equation of State, from Gravitational Waves, using machine learning algorithms.
Goncalo Goncalves
(
University of Porto
)
16:40 - 17:00
17:00
Closing Remarks
-
Antonio Onofre
(
Universidade do Minho/CFUMUP,LIP
)
Carlos Herdeiro
(
Math.Department, University of Aveiro
)
Font Jose Antonio
(
Departamento de Astronomía y Astrofísica, Universitat de València, Spain
)
Closing Remarks
Antonio Onofre
(
Universidade do Minho/CFUMUP,LIP
)
Carlos Herdeiro
(
Math.Department, University of Aveiro
)
Font Jose Antonio
(
Departamento de Astronomía y Astrofísica, Universitat de València, Spain
)
17:00 - 17:15