Kickoff Meeting on the Machine Learning Group of the Workshop on Compact Objects, Gravitational Waves and Deep Learning

Friday 23 Sept 2022, 08:00 → 21:00 Europe/Lisbon

Anfiteatro da Escola de Ciências (University of Minho, Braga)

With this kickoff meeting we would like to collect expressions of interest on Machine Learning proposals/projects on the study of compact objects and gravitational waves. Following overview/introductory talks, students are invited to show their current status on on-going studies using Machine Learning algorithms. The discussion will involve proposals of new projects that could be implemented in the near future.

Optics and Photonics¶

1 Overview¶

Speaker: Prof. Helder Crespo (Universidade do Porto)

2 Signal Pulse Distortion Induced by Stimulated Raman Scattering in High Power Double-Clad Fiber Amplifiers¶

Speaker: Dr Miguel Melo (Universidade do Porto)

3 Ultrafast graphene carrier dynamics and nonlinear properties¶

Speaker: Dr Francisco Silva (Universidade do Porto)

4 Simultaneous compression and characterization of ultrashort laser pulses¶

Speaker: Miguel Miranda (Universidade do Porto)

Opening Session¶

5 Welcome¶

Coffee Break+Poster Session¶

Poster 1: Measurement of the third cumulant of electromagnetic field fluctuations (Dr.José Gouveia, Univ. Aveiro)
Poster 2: Optical fiber refractometry based on multimode interference (Dra.Susana Silva, Univ. Porto)
Poster 3: Hawking Radiation for Proca field (Dra.Mengjie Wang, Univ. Aveiro)
Poster 4: Collective Stochastic Resonance (Dr.Marinho Lopes, Univ. Aveiro)
Poster 5: DC electrical conductivity and qualitative evaluatino of four dispersion methods of VGCNF in epoxy resin (Dr.Paulo Cardoso, Univ. Minho)
Poster 6: Lattice location of the transition metals Mn, Co and Ni in Si (Dr. D.J.Silva, Univ. Porto)
Poster 7: Analytical Performance of a DNA Aptamer-based for E. coli Detection in Water (Dra.Raquel Queirós, Univ. Porto)
Poster 8: Raman Amplified Remote Long-Period Grating Sensor Dynamically Interrogated (Dr. Joel Pedro Carvalho, Univ. Porto)
Poster 9: Search for tt Production at ATLAS (Dr. Juan Pedro Espinosa, Univ. Minho)

Gravitation, Cosmology and Particle Physics¶

6 Overview¶

Speaker: Prof. Miguel Costa (Universidade do Porto)

7 n-DBI Gravity¶

Speaker: Dr Flávio Sousa Coelho (Universidade de Aveiro)

8 Conformal Regge Theory¶

Speaker: Dr Vasco Gonçalves (Universidade do Porto)

Physics of Complex Networks¶

9 Overview Talk¶

Speaker: Prof. Alexander Goltsev (Universidade de Aveiro)

10 Tracking the emergence of cooperation in complex networked populations¶

Speaker: Dr Flávio Pinheiro (Universidade do Minho)

Lunch¶

Meteorology and Oceanography¶

11 Overview¶

Speaker: Prof. Jesus Dubert (Universidade de Aveiro)

12 A high-resolution modeling study of the Western Iberian Margin mean and seasonal upper ocean circulation¶

Speaker: Dra. Ana Cordeiro Pires (Universidade de Aveiro)

Advanced Materials Science¶

13 Overview¶

Speaker: Prof. Bernardo Almeida (Universidade do Minho)

14 Probing Electrostructural Coupling on Magnetoelectric CdCr2S4¶

Speaker: Dr Gonçalo Oliveira (Universidade do Porto)

15 EFFECT OF LA SUBSTITUTION ON TB5SI2GE2 COMPOUND: STRUCTURAL AND MAGNETIC PROPERTIES¶

Speaker: Dr João Horta Belo (Universidade do Porto)

Coffee Break+Poster Session¶

Poster 1: Measurement of the third cumulant of electromagnetic field fluctuations (Dr.José Gouveia, Univ. Aveiro)
Poster 2: Optical fiber refractometry based on multimode interference (Dra.Susana Silva, Univ. Porto)
Poster 3: Hawking Radiation for Proca field (Dra.Mengjie Wang, Univ. Aveiro)
Poster 4: Collective Stochastic Resonance (Dr.Marinho Lopes, Univ. Aveiro)
Poster 5: DC electrical conductivity and qualitative evaluatino of four dispersion methods of VGCNF in epoxy resin (Dr.Paulo Cardoso, Univ. Minho)
Poster 6: Lattice location of the transition metals Mn, Co and Ni in Si (Dr. D.J.Silva, Univ. Porto)
Poster 7: Analytical Performance of a DNA Aptamer-based for E. coli Detection in Water (Dra.Raquel Queirós, Univ. Porto)
Poster 8: Raman Amplified Remote Long-Period Grating Sensor Dynamically Interrogated (Dr. Joel Pedro Carvalho, Univ. Porto)
Poster 9: Search for tt Production at ATLAS (Dr. Juan Pedro Espinosa, Univ. Minho)

Advanced Materials Science¶

16 Ordered arrays of electrodeposited nanowires and nanotubes: comparing magnetic properties¶

Speaker: Dra. Mariana Proença (Universidade do porto)

17 Hematite nanowires for solar water splitting: development and structure optimization¶

Speaker: Dr João Azevedo (Universidade do Porto)

18 Critical behaviour of a three-dimensional hardcore cylinders composite system¶

Speaker: Dr Jaime Silva (Universidade do Minho)

19 Dynamic Electronic Interactions at Nanoscopic Scale¶

Speaker: Dr Marcelo Barbosa (Universidade do Porto)

20 Exchange coupled donor dimers in nanocrystal quantum dots¶

Speaker: Dr António José Almeida (Universidade de Aveiro)

Final Remarks and Closure¶

21 Invited Talk¶

Speaker: Prof. Paulo Freitas (INL)

22 Final Remarks¶

Speaker: Prof. David Schmool (Universidade do Porto)