Opening and Wellcome

• Antonio Onofre (Universidade do Minho/CFUMUP,LIP)

Black Holes and Exotic Compact objects: challenges ahead

• Carlos Herdeiro (Math.Department, University of Aveiro)

Gravitational Waves from Compact Objects

• Font Jose Antonio (Departamento de Astronomía y Astrofísica, Universitat de València, Spain)

Detection of Gravitational Waves with Machine Learning/Deep Learning Algorithms

• Osvaldo Freitas (University of Minho)

Studying Core Collapse Supernova Gravitational Waves with Machine Learning

• Solange Nunes

Models and Algorithms for GW Denoising and Reconstruction

• Alejandro Torres Forne Not Supplied

Deep Learning for the Classification of Signals and Transient Noises in the LIGO Detectors

• Tiago Fernandes (University of Aveiro)

Self-supervised Machine Learning for Noise Classification in GW

• Samuel Vieira (University of Aveiro)

Gravitational Waves and New Physics Searches

• Antonio Morais (Universidade de Aveiro)

Machine Learning Algorythms and Particle Physics Searches

• Joao Goncalves (University of Aveiro)

Phenomenology of Multiscalar Models - why not Machine Learning?

• Vasileios Vatellis (University of Aveiro)

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)

Use of deep learning generative models for Monte Carlo event simulation in the context of LHC experiments

• Raúl Balanzá García (University of Valencia)

Identification of binary neutron star mergers in gravitational-wave data using object-detection machine learning models

• Joao Aveiro (University of Porto)

Classification of Neutron Stars’ Equation of State, from Gravitational Waves, using machine learning algorithms.

• Goncalo Goncalves (University of Porto)

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)