g2net WG3 training school on Machine Learning for Advanced Control Techniques
from
Monday 30 August 2021 (08:00)
to
Thursday 2 September 2021 (13:00)
Monday 30 August 2021
12:00
Lunch
Lunch
12:00 - 13:00
13:00
Opening
-
Luigia Petre
(
Åbo Akademi University
)
Elena Cuoco
Andrea Chincarini
Opening
Luigia Petre
(
Åbo Akademi University
)
Elena Cuoco
Andrea Chincarini
13:00 - 13:30
13:30
Newtonian Noise Cancellation Strategies and Optimisation Problems
-
Francesca Badaracco
(
UCLouvain
)
Newtonian Noise Cancellation Strategies and Optimisation Problems
Francesca Badaracco
(
UCLouvain
)
13:30 - 15:30
The recording of Francesca's presentation can be found here: https://panopto.abo.fi/Panopto/Pages/Viewer.aspx?id=576e740e-a090-4648-bf95-ada400b4ca68.
15:30
Coffee break
Coffee break
15:30 - 16:00
16:00
Einstein Telescope site characterisation measures and their impact on the third generation GW detectors
-
Luca Naticchioni
Einstein Telescope site characterisation measures and their impact on the third generation GW detectors
Luca Naticchioni
16:00 - 18:00
Presenting the telescope and problematic. The recording of Luca's lecture is here: https://panopto.abo.fi/Panopto/Pages/Viewer.aspx?id=3f47f75f-0b0f-4c0d-98d4-ad9e01358dc0.
Tuesday 31 August 2021
09:00
Einstein Telescope (ET): technical & scientific challenges for the future GW detectors
-
Stefan Hild
(
Maastricht University
)
Einstein Telescope (ET): technical & scientific challenges for the future GW detectors
Stefan Hild
(
Maastricht University
)
09:00 - 11:00
What data analysis is done and how we could employ ML. The recording of Stefan's presentation follows below: https://panopto.abo.fi/Panopto/Pages/Viewer.aspx?id=e3a1cd74-0813-4d3a-b679-ada400d9d617
11:00
Coffee break
Coffee break
11:00 - 11:30
11:30
Deep learning taxonomy - part 1
-
Razvan Pascanu
(
DeepMind
)
Deep learning taxonomy - part 1
Razvan Pascanu
(
DeepMind
)
11:30 - 13:00
The recording of Razvan's talk follows below: https://panopto.abo.fi/Panopto/Pages/Viewer.aspx?id=728ef593-2f33-4d12-a7ff-ada500a514ce
13:00
Lunch
Lunch
13:00 - 14:00
14:00
Deep learning taxonomy - part 2
-
Razvan Pascanu
(
DeepMind
)
Deep learning taxonomy - part 2
Razvan Pascanu
(
DeepMind
)
14:00 - 14:30
14:30
Fractal analysis for interferometer control - part 1
-
Marco Cavaglia
(
Missouri University of Science and Technology
)
Fractal analysis for interferometer control - part 1
Marco Cavaglia
(
Missouri University of Science and Technology
)
14:30 - 15:30
Slides, part 1: https://drive.google.com/file/d/1M0MBBTrjLDbu_zcZBO7pIiC9SuJ7AlF6/view Slides, part 2: https://drive.google.com/file/d/1eRlKqzAM7XntED9AHv8HnHx_UO8jQF2C/view' The recording of Marco's lecture follows below: https://panopto.abo.fi/Panopto/Pages/Viewer.aspx?id=38208e71-6784-4ed3-86ef-ada500a563c8
15:30
Coffee break
Coffee break
15:30 - 16:00
16:00
Fractal analysis for interferometer control - part 2
-
Marco Cavaglia
(
Missouri University of Science and Technology
)
Fractal analysis for interferometer control - part 2
Marco Cavaglia
(
Missouri University of Science and Technology
)
16:00 - 17:00
Instructions for hands-on activity here: https://docs.google.com/document/d/1uFzv2BqqKEY5d0gayKHy30qjGxyDTM5RXEjeAjg_rW8/edit
Wednesday 1 September 2021
09:00
LISA talk on disentanglement of GW
-
Natalia Korsakova
(
SYRTE/Paris Observatory
)
LISA talk on disentanglement of GW
Natalia Korsakova
(
SYRTE/Paris Observatory
)
09:00 - 11:00
We will detect tens/hundreds GWs per day and need to determine if more than one GW occurs at the same time; opportunity for multi messenger cooperation. Here are links to the two google colab notebooks that Natalia created for practicing the concepts from her lecture: https://colab.research.google.com/drive/1zoUz5fDEJ3vS1l_i6bbDfgEFJLuAVdm8?usp=sharing https://colab.research.google.com/drive/1hRjtDyEYTbxTD6KbJAs70MYePUIwf2ID?usp=sharing The recording of Natalia's presentation follows below: https://panopto.abo.fi/Panopto/Pages/Viewer.aspx?id=89d73d9d-3d7e-4381-81d0-ada400d9d638
11:00
Coffee break
Coffee break
11:00 - 11:30
11:30
Possible Utilization of Intelligent Robotics Technologies in GW detection and in the Einstein Telescope - part 1
-
Fabio Bonsignorio
Possible Utilization of Intelligent Robotics Technologies in GW detection and in the Einstein Telescope - part 1
Fabio Bonsignorio
11:30 - 13:00
Fabio's slides can be found here: https://drive.google.com/file/d/12A1zEvgtWdOsjn7jv8DTU7kP-NOSFaxk/view The recording of Fabio's presentation follow bellow: https://panopto.abo.fi/Panopto/Pages/Viewer.aspx?id=de028f6b-433d-40a2-94d3-ada600904f23
13:00
Lunch
Lunch
13:00 - 14:00
14:00
Possible Utilization of Intelligent Robotics Technologies in GW detection and in the Einstein Telescope - part 2
-
Fabio Bonsignorio
Possible Utilization of Intelligent Robotics Technologies in GW detection and in the Einstein Telescope - part 2
Fabio Bonsignorio
14:00 - 14:30
For the participants 1) (needed) Sign up on this website:https://robotbenchmark.net 2) (nice to have) You can download webots from here: https://cyberbotics.com/doc/guide/installing-webots and install python3 if they didn't already 3) (nice to have) I will walk the participants through a real world research ROS-Gazebo installation from scratch; you can do the same on your computer; you will need an Ubuntu 18.04 LTS OS either on their computer or in a virtual machine (not recommended). Virtual machine software can be downloaded from here https://www.virtualbox.org/wiki/Downloads. Ubuntu 18.04 LTS can be downloaded from here: https://ubuntu.com/download/alternative-downloads
Thursday 2 September 2021
09:00
Roundtable discussion: ML for advanced control
-
Natalia Korsakova
(
SYRTE/Paris Observatory
)
Fabio Bonsignorio
(
HeronRobotics
)
Luca Naticchioni
(
INFN
)
Stefan Hild
Razvan Pascanu
(
DeepMind
)
Marco Cavaglia
(
Missouri University of Science and Technology
)
Francesca Badaracco
(
UCLouvain
)
Roundtable discussion: ML for advanced control
Natalia Korsakova
(
SYRTE/Paris Observatory
)
Fabio Bonsignorio
(
HeronRobotics
)
Luca Naticchioni
(
INFN
)
Stefan Hild
Razvan Pascanu
(
DeepMind
)
Marco Cavaglia
(
Missouri University of Science and Technology
)
Francesca Badaracco
(
UCLouvain
)
09:00 - 12:00
12:00
Lunch
Lunch
12:00 - 13:00