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3rd Workshop on Compact Objects, Gravitational Waves and Deep Learning

Friday, 23 September 2022 - 08:45
University of Minho (CP2, Room B2)

        : Sessions
    /     : Talks
        : Breaks
23 Sept 2022
AM
08:45 Opening and Wellcome - Antonio Onofre (Universidade do Minho/CFUMUP,LIP)   ()
09:00 Black Holes and Exotic Compact objects: challenges ahead - Carlos Herdeiro (Math.Department, University of Aveiro)   ()
09:30 Gravitational Waves from Compact Objects - Prof. Font Jose Antonio (Departamento de Astronomía y Astrofísica, Universitat de València, Spain)   ()
10:00 Detection of Gravitational Waves with Machine Learning/Deep Learning Algorithms - Osvaldo Freitas (University of Minho)   ()
10:20 Studying Core Collapse Supernova Gravitational Waves with Machine Learning - Solange Nunes   ()
10:40
Coffee Break (until 11:15) ()
11:15 Models and Algorithms for GW Denoising and Reconstruction - Alejandro Torres Forne Not Supplied   ()
11:45 Deep Learning for the Classification of Signals and Transient Noises in the LIGO Detectors - Tiago Fernandes (University of Aveiro)   ()
PM
12:05 Self-supervised Machine Learning for Noise Classification in GW - Samuel Vieira (University of Aveiro)   ()
12:25
Lunch (until 14:00) ()
14:00 Gravitational Waves and New Physics Searches - Antonio Morais (Universidade de Aveiro)   ()
14:30 Machine Learning Algorythms and Particle Physics Searches - Joao Goncalves (University of Aveiro)   ()
14:50 Phenomenology of Multiscalar Models - why not Machine Learning? - Vasileios Vatellis (University of Aveiro)   ()
15:10 Discussion - Carlos Herdeiro (Math.Department, University of Aveiro) Font Jose Antonio (Departamento de Astronomía y Astrofísica, Universitat de València, Spain) Antonio Onofre (Universidade do Minho/CFUMUP,LIP)   ()
15:30
Coffee Break (until 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)   ()
16:20 Identification of binary neutron star mergers in gravitational-wave data using object-detection machine learning models - Joao Aveiro (University of Porto)   ()
16:40 Classification of Neutron Stars’ Equation of State, from Gravitational Waves, using machine learning algorithms. - Goncalo Goncalves (University of Porto)   ()
17:00 Closing Remarks - Font Jose Antonio (Departamento de Astronomía y Astrofísica, Universitat de València, Spain) Antonio Onofre (Universidade do Minho/CFUMUP,LIP) Carlos Herdeiro (Math.Department, University of Aveiro)   ()
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