Machine Learning master project

Objectives

1. Foster collaboration between IN2P3 labs and experiments on ML activities
2. Share state-of-the-art knowledge between project members and spread it across IN2P3
3. Encourage physicist to participate to ML conferences
4. Document ongoing ML projects and HEP related ML tutorials

Coordination

• David Rousseau, IJCLab, Orsay – scientific lead
• Thomas Vuillaume, LAPP, Annecy – technical lead
• Julien Donini, LPC, Clermont – AI scientific delegate for IN2P3 (since 2024)

News

1. Julien gave a panorama of IN2P3 ML activities at the Journées du CCIN2P3 in June 2024.
   The slides can be viewed here

2. AISSAI Workshop on Heterogeneous data end of September
   The last IN2P3 AISSAI workshop was organised by the L2IT, Toulouse between Sept 30 and Oct 3rd 2024.
   The presentations can be found online

3. IN2P3/IRFU ML annual workshop coming end of November Our annual workshop between IN2P3 and CEA/IRFU is coming back this year in November 20-22 2024.
   We have the pleasure to be hosted by Giulio, Jérôme and Eric at IPHC in Strasbourg.
   ⚠️️ Registration and call for contribution are still opened
   We can provide grants for early career scientists, please contact David and Alex.

Getting started

Here is a list of the point of contact in each lab regarding the activities of this project.

APCArronaxCC-IN2P3CPPMGANILIJCLabIPHCIPNLL2ITLAPPLLRLP2IBLPCLPNHELPSCLUPM

Alexandre Boucaud < alexandre [dot] boucaud [at] apc [dot] in2p3 [dot] fr >

Freddy Poirier < poirier [at] arronax-nantes [dot] fr>

Sébastien Gadrat < sebastien [dot] gadrat [at] cc [dot] in2p3 [dot] fr >

Julien Zoubian < zoubian [at] cppm [dot] in2p3 [dot] fr >

Adnan Ghribi < adnan [dot] ghribi [at] ganil [dot] fr >

David Rousseau < rousseau [at] ijclab [dot] in2p3 [dot] fr >

Jérôme Pansanel < jerome [dot] pansanel [at] iphc [dot] cnrs [dot] fr >

Guillaume Baulieu < g [dot] baulieu [at] ipnl [dot] in2p3 [dot] fr >

Sylvain Caillou < sylvain [dot] caillou [at] l2it [dot] in2p3 [dot] fr >

Thomas Vuillaume < thomas [dot] vuillaume [at] lapp [dot] in2p3 [dot] fr >

Frédéric Magniette < frederic [dot] magniette [at] llr [dot] in2p3 [dot] fr >

Frédéric Druillole < frederic [dot] druillole [at] lp2ib [dot] in2p3 [dot] fr >

Julien Donini < donini [at] cern [dot] ch >

Anja Butter < butter [at] lpnhe [dot] in2p3 [dot] fr >

Pierre-Antoine Delsart < delsart [at] in2p3 [dot] fr >

Johann Cohen-Tanugi < johann [dot] cohen-tanugi [at] in2p3 [dot] fr >

A good starting point would be to contact them to let them know what you are working on or plan to be working on.

If you are getting started with machine learning in general, we recommend to have a look at the Fidle course series (in French) or at the content of the latest schools organized by IN2P3.

Mailing list

Used for asking specific questions or sharing information about upcoming events.

Register Write to the list

Contributing

This website has been designed to be build collaboratively.
We need your help to maintain up-to-date sections such as publications, funding and events.

If you spot missing/incorrect information, you can

• report it via a GitLab issue,
• submit a modification yourself via a merge request.

Refer to the CONTRIBUTING.md document for detailed instructions.