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g2net WG3 training school on Machine Learning for Advanced Control Techniques

August 30, 2021 to September 2, 2021
Europe/Rome timezone

Contribution List

12 out of 12 displayed
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  1. 1. Opening
    Elena Cuoco, Andrea Chincarini, Luigia Petre (Åbo Akademi University)
    8/30/21, 1:00 PM
  2. 13. Newtonian Noise Cancellation Strategies and Optimisation Problems
    Dr Francesca Badaracco (UCLouvain)
    8/30/21, 1:30 PM

    The recording of Francesca's presentation can be found here:
    https://panopto.abo.fi/Panopto/Pages/Viewer.aspx?id=576e740e-a090-4648-bf95-ada400b4ca68.

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  3. 2. Einstein Telescope site characterisation measures and their impact on the third generation GW detectors
    Dr Luca Naticchioni
    8/30/21, 4:00 PM

    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.

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  4. 3. Einstein Telescope (ET): technical & scientific challenges for the future GW detectors
    Prof. Stefan Hild (Maastricht University)
    8/31/21, 9:00 AM

    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

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  5. 4. Deep learning taxonomy - part 1
    Dr Razvan Pascanu (DeepMind)
    8/31/21, 11:30 AM

    The recording of Razvan's talk follows below:
    https://panopto.abo.fi/Panopto/Pages/Viewer.aspx?id=728ef593-2f33-4d12-a7ff-ada500a514ce

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  6. 5. Deep learning taxonomy - part 2
    Dr Razvan Pascanu (DeepMind)
    8/31/21, 2:00 PM
  7. 6. Fractal analysis for interferometer control - part 1
    Prof. Marco Cavaglia (Missouri University of Science and Technology)
    8/31/21, 2:30 PM

    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

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  8. 7. Fractal analysis for interferometer control - part 2
    Prof. Marco Cavaglia (Missouri University of Science and Technology)
    8/31/21, 4:00 PM

    Instructions for hands-on activity here:

    https://docs.google.com/document/d/1uFzv2BqqKEY5d0gayKHy30qjGxyDTM5RXEjeAjg_rW8/edit

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  9. 8. LISA talk on disentanglement of GW
    Dr Natalia Korsakova (SYRTE/Paris Observatory)
    9/1/21, 9:00 AM

    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...

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  10. 9. Possible Utilization of Intelligent Robotics Technologies in GW detection and in the Einstein Telescope - part 1
    Fabio Bonsignorio
    9/1/21, 11:30 AM

    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

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  11. 10. Possible Utilization of Intelligent Robotics Technologies in GW detection and in the Einstein Telescope - part 2
    Fabio Bonsignorio
    9/1/21, 2:00 PM

    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...

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  12. 11. Roundtable discussion: ML for advanced control
    Fabio Bonsignorio (HeronRobotics), Francesca Badaracco (UCLouvain), Luca Naticchioni (INFN), Prof. Marco Cavaglia (Missouri University of Science and Technology), Dr Natalia Korsakova (SYRTE/Paris Observatory), Dr Razvan Pascanu (DeepMind), Prof. Stefan Hild
    9/2/21, 9:00 AM