Machine Learning master project¶

Objectives¶

Foster collaboration between IN2P3 labs and experiments on ML activities
Share state-of-the-art knowledge between project members and spread it across IN2P3
Encourage physicist to participate to ML conferences
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¶

IN2P3/IRFU ML annual workshop 2026

Our annual workshop between IN2P3 and CEA/IRFU will be held on November 16-18, 2026 in Grenoble.
More information and registrations on the indico page.

AI4MetaScience workshop 2026

The week after, the AI4MetaScience workshop will be held on November 23-27, 2026 at Université Paris-Saclay. It is part of the AISSAI semester organised by IN2P3 (see the events page).
More information on the indico page.

Lab representatives¶

Each IN2P3 lab involved in the project has a point of contact for ML activities. A good starting point would be to contact them to let them know what you are working on or plan to be working on.

Point of contact in each of the 18 member labs

Lab	City	Representative	Email
APC	Paris	Alexandre Boucaud	alexandre [dot] boucaud [at] apc [dot] in2p3 [dot] fr
Arronax	Nantes	Freddy Poirier	poirier [at] arronax-nantes [dot] fr
CC-IN2P3	Villeurbanne	Sébastien Gadrat	sebastien [dot] gadrat [at] cc [dot] in2p3 [dot] fr
CPPM	Marseille	Julien Zoubian	zoubian [at] cppm [dot] in2p3 [dot] fr
GANIL	Caen	Adnan Ghribi	adnan [dot] ghribi [at] ganil [dot] fr
IJCLab	Orsay	David Rousseau	rousseau [at] ijclab [dot] in2p3 [dot] fr
IPHC	Strasbourg	Jérôme Pansanel	jerome [dot] pansanel [at] iphc [dot] cnrs [dot] fr
IP2I	Lyon	Guillaume Baulieu	g [dot] baulieu [at] ipnl [dot] in2p3 [dot] fr
L2IT	Toulouse	Sylvain Caillou	sylvain [dot] caillou [at] l2it [dot] in2p3 [dot] fr
LAPP	Annecy	Thomas Vuillaume	thomas [dot] vuillaume [at] lapp [dot] in2p3 [dot] fr
LLR	Palaiseau	Frédéric Magniette	frederic [dot] magniette [at] llr [dot] in2p3 [dot] fr
LP2IB	Bordeaux	Frédéric Druillole	frederic [dot] druillole [at] lp2ib [dot] in2p3 [dot] fr
LPCA	Clermont-Ferrand	Julien Donini	julien [dot] donini [at] clermont [dot] in2p3 [dot] fr
LPC Caen	Caen	Antonin Vacheret	vacheret [at] lpccaen [dot] in2p3 [dot] fr
LPNHE	Paris	Anja Butter	anja [dot] butter [at] lpnhe [dot] in2p3 [dot] fr
LPSC	Grenoble	Pierre-Antoine Delsart	delsart [at] in2p3 [dot] fr
LUPM	Montpellier	Johann Cohen-Tanugi	johann [dot] cohen-tanugi [at] in2p3 [dot] fr
Subatech	Nantes	Gilles Grasseau	grasseau [at] subatech [dot] in2p3 [dot] fr

Getting started with ML¶

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

How to contribute?¶

This website is built collaboratively: we need your help to keep the publications, projects and events up to date.

Add a project Add a PhD thesis Add a publication

Detailed contribution guide (issues, merge requests)

There are 3 ways you can contribute:

1. Adding new content¶

To contribute new projects, please fill the form at this link.
It will automatically add your project to the relevant page during the next website build (every Sunday).
To contribute new PhD theses, please fill the form at this link.
It will automatically add the thesis to the relevant page during the next website build (every Sunday).
To contribute a new publication, the preferred method is to update the bibtex file through a merge request (see below in section 3). If you are not at ease with gitlab and merge request, you can fill the form at this link and we will manually add it to the bibtex file in the repository.

2. Reporting an issue or requesting a modification in the website¶

To report an issue or propose a modification in the pages, you may open an issue with all the needed information to be added to the website (check the current pages to know what you need to provide).

To do so, you will need to connect to the GitLab platform using your eduGAIN credentials.

3. Propose changes yourself¶

If you want to propose important changes to the pages, please start a discussion first by opening an issue and tag @ vuillaume.

Smaller changes can be proposed directly through merge requests:

Request to join the project on GitLab (up top, near the project ID).
Create a new branch
Modify the markdown files in the /docs directory or the in2p3ml_publications.bib
Test locally (see Website development)
Open a merge request and assign it to @ vuillaume

If you include new markdown pages, make sure they are listed in the nav section of the mkdocs.yml file in the root directory.