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Adnan Ghribi

Accelerator physicist, GANIL (CNRS) · Visiting scientist, CERN

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I work on the physics of particle accelerators and on the AI that helps design and run them. I lead collective-effects studies for the FCC-ee high energy booster, build machine-learning tools for superconducting linacs, and coordinate the TwinRISE project and the ARTIFACT network.

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projects/ publications.bib talks/ github orcid inspire

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Record

Papers and talks over time

One mark per publication (above the axis) and per talk (below), coloured by type. Hover or focus a mark for its title; click to open it. Talks before 2021 come from my slides and have no link.

 
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Coordination

Projects and networks I lead

2027 to 2030Signed

TwinRISE

Coordinator

European reference framework for trusted AI-generated digital twins across research, healthcare and energy infrastructures. Distributed, AI-native digital twin engine.

Horizon Europedigital twinstrusted AI
CORDIS →
2026 to 2030Signed

iRIS, work package GreenBeam

Work package leader

AI methods to cut the energy and resource use of particle accelerators. Surrogate models from operational beam data, embedded in design and optimisation tools, and audits of hidden energy losses. With CERN, GSI, Heriot-Watt and Liverpool.

Horizon EuropesustainabilityFCC
CORDIS →Kick-off at FCC Week 2026 →
ARTIFACT network
2023 to nowOngoing

ARTIFACT network

Co-creator and coordinator

European network for AI in accelerator technologies, 41 partner institutions in 14 countries, supported by TIARA and NuPECC. Its strategy turns seven axes into funded projects, TwinRISE and iRIS first.

AI for acceleratorsFAIR dataEurope
Site →TIARA 2024 talk →
2022 to nowOngoing

ARTIFACT-France and MLAcc

Coordinator

French branch of ARTIFACT (formerly M4CAST), grown from the GRAAL collaboration, and the CNRS master project MLAcc. Monthly seminars and yearly workshops across most French accelerator labs.

AI for acceleratorsFranceIN2P3
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ARTIFACT strategy

Seven axes, each feeding European projects.

Frugal and efficient modelling FAIR, AI-ready accelerator data store AI-driven operation Sustainable operation and design Training and knowledge transfer AI policy for accelerators AI science network

Selected work

Projects

FCC-ee high energy booster
2023 to nowOngoing

FCC-ee high energy booster

In charge of collective effects

Collective effects in the 100 km booster ring of the Future Circular Collider. Impedance model, intrabeam scattering, single- and multi-bunch instabilities, RF budget. Xsuite and PyHEADTAIL on HPC.

beam dynamicsimpedanceCERN
FCC Week 2025 talk →IPAC 2026 paper →Wiki →GitLab →xsuite_heb →pyhdt_heb →pycolleff_heb →RF budget →
LLRF fault diagnosis for SPIRAL2
2025 to 2026Released

LLRF fault diagnosis for SPIRAL2

Machine-learning pipeline that detects, classifies and explains faults in the control of superconducting RF cavities at GANIL.

anomaly detectionexplainabilityPython
Site →Code →
Living review of AI/ML for accelerators
2025 to nowLive

Living review of AI/ML for accelerators

Continuously updated review of machine-learning and AI applications in accelerator science, built from structured data.

literature reviewautomationHugo
Site →Code →arXiv →
ag-* libraries
2026Released

ag-* libraries

Open-source building blocks for LLM applications. PII tokenization, evaluation, runtime guardrails and document extraction. On PyPI.

PythonLLMPyPI
Site →ag-pii-vault →ag-evalforge →ag-guardrail →ag-docparse →
Agora-Conf
2026Live

Agora-Conf

Conference companion built on Indico. Programme, slides and annotations in one place. Used at the AISSAI Accelerator Hackathon 2026.

web appIndicoORCID login
App →
October 2026Delivered

AISSAI Accelerator Hackathon 2026

Organiser, mentor and lecturer

One-week hackathon on AI for particle accelerators in Normandy, 11 to 16 October 2026. 29 participants, three challenges on cases from ESS, STFC, CERN and PALLAS.

hackathonAISSAIARTIFACT
Report →Indico →Code →Pages →
2006 to 2014Completed

CMB instrumentation

Superconducting millimetre-wave components, detectors and bolometric interferometry for cosmic microwave background polarisation. QUBIC (detection chain integration), POLARBEAR (detector fabrication, first-light deployment), LiteBIRD, NASA multichroic detectors, ESA CORE+ and PRISM proposals, ESA ITT on detector coupling, CNES R&D.

cosmologysuperconducting detectorsmm-wavespace missions
PhD thesis →Papers →
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Toolbox

Expertise

Accelerator physics

collective effectsimpedanceintrabeam scatteringbooster designsuperconducting RFLLRFcryogenics

Cosmology and instrumentation

CMB polarisationbolometric interferometrysuperconducting detectorsmm-wave components

Machine learning

anomaly detectionautoencodersexplainabilityBayesian optimisationsurrogate modelsdigital twinsLLM tooling

Scientific computing

PythonXsuitePyHEADTAILHPCFAIR dataPyPI packages

Recent

Publications

  • 5 years of SPIRAL2 LINAC operation: cryogenic and superconducting RF aspects
    Muhammad Aburas, Pierre-Emmanuel Bernaudin, Marco Di Giacomo, Adnan Ghribi, Charly Lassalle. JACoW SRF2025, MOB06, 2026.
    DOI
  • Development of fault identification pipeline for SPIRAL2 LLRF data
    Charly Lassalle, Marco Di Giacomo, Adnan Ghribi, Patrick Bonnay, Frédéric Bouly. JACoW SRF2025, TUP68, 2026.
    DOI
  • Editorial: Artificial Intelligence for Particle Accelerators
    Adnan Ghribi, Carsten Welsch, Thomas Shea. EPJ Research Infrastructures 10, 16, 2026.
    DOI
  • SPIRAL2 LLRF Fault Diagnosis: Structured Results Data (V7)
    Adnan Ghribi, Charly Lassalle, Alexandre Dalibard Brund, Marco Di Giacomo, Frédéric Bouly. Zenodo, 2026.
    DOI
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Recent

Talks

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All talks →