Workshop on Compact Objects, Gravitational Waves and Deep Learning

21 Sept 2020, 09:00 → 25 Sept 2020, 17:00 Europe/Lisbon

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)

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

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)

09:00 Black holes and exotic compact objects¶

Speaker: Carlos Herdeiro (Math. Department, University of Aveiro)

Aveiro Set 2020 Lecture 1 final print.pdf

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¶

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¶

Speaker: Felipe Ferreira de Freitas

12:20 → 14:00 Lunch¶

14:00 → 16:00 Hands-On¶

14:00 Black Holes and Exotic Compact Objects (Hands-On)¶

How we numerically solve ODEs: Boson Star

Speaker: Alexandre Pombo

Boson Star Numerics.pdf

15:00 Machine Learning (Hands-On)¶

Speaker: Felipe Ferreira de Freitas

Felipe Freitas' Presentations

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)

09:00 Black holes and exotic compact objects¶

Speaker: Carlos Herdeiro (Math. Department, University of Aveiro)

Aveiro Set 2020 Lecture 2 final print.pdf

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¶

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.¶

Speaker: Felipe Ferreira de Freitas

12:20 → 14:00 Lunch¶

14:00 → 16:00 Hands-On¶

14:00 Black Holes and Exotic Compact Objects (Hands-On)¶

How we numerically solve ODEs: Boson Star

Speaker: Alexandre Pombo

Boson Star Numerics.pdf

Second Lecture on BS construction

15:00 Machine Learning (Hands-On)¶

Speaker: Felipe Ferreira de Freitas

Felipe Freitas' Presentations

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)

09:00 Black holes and exotic compact objects¶

Speaker: Carlos Herdeiro (Math. Department, University of Aveiro)

Aveiro Set 2020 Lecture 3 final print.pdf

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¶

Speaker: Nicolás Sanchis-Gual (CENTRA)

GW_notes_binary.pdf

GW_notes_oscillator.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¶

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¶

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¶

Speaker: Juan Bustillo (Univ.Hong Kong, Monash Univ., OzGrav)

Aveiro_21g.pdf

15:40 Primordial Gravitational Waves as a Portal to Particle Physics¶

Speaker: Antonio Morais (Univ.Aveiro)

GW-seesaw.pdf

16:40 Phenomenology of Vector Like Leptons with Deep Learning @ LHC¶

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)

09:00 Black holes and exotic compact objects¶

Speaker: Carlos Herdeiro (Math.Department, University of Aveiro)

Aveiro Set 2020 Lecture 4 final print.pdf

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¶

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¶

Speaker: Felipe Ferreira de Freitas

12:20 → 14:00 Lunch¶

14:00 → 17:00 Hands-On¶

14:00 Black Holes and Exotic Compact Objects (Hands-On)¶

Numerical Integration of PDEs:
Tutorial on FIDISOL/CADSOL.

Speaker: Jorge Delgado

Video First Hands-On

Workshop_Lecture1.pdf

15:00 Gravitational Waves: From Theory to Numerical Simulations (Hands-On)¶

Speaker: Nicolas Sanchis-Gual (University of Valencia)

GW_1_Hands-on.pdf

GW hands-on

16:00 Machine Learning (Hands-On)¶

Speaker: Felipe Ferreira de Freitas

Felipe Freitas' Presentations

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)

09:00 Black holes and exotic compact objects¶

Speaker: Carlos Herdeiro (Math.Department, University of Aveiro)

Aveiro Set 2020 Lecture 5 final print.pdf

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¶

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¶

Speaker: Felipe Ferreira de Freitas

12:20 → 14:00 Lunch¶

14:00 → 17:00 Hands-On¶

14:00 Black Holes and Exotic Compact Objects (Hands-On)¶

Numerical Integration of PDEs:
Tutorial on FIDISOL/CADSOL.

Speaker: Jorge Delgado

Video Second Hands-On

Workshop_Lecture2.pdf

15:00 Gravitational Waves: From Theory to Numerical Simulations (Hands-On)¶

Speaker: Nicolas Sanchis-Gual (University of Valencia)

GW_2_Hands-on.pdf

GW hands on

16:00 Machine Learning (Hands-On)¶

Speaker: Felipe Ferreira de Freitas

Felipe Freitas' Presentations