1–6 Jun 2025
Taipei International Convention Center (TICC)
Asia/Taipei timezone

eLog analysis for accelerators: Status and future outlook

THPS048
5 Jun 2025, 15:30
2h
Exhibiton Hall A _Salmon (TWTC)

Exhibiton Hall A _Salmon

TWTC

Poster Presentation MC6.T33 Online Modelling and Software Tools Thursday Poster Session

Speaker

Antonin Sulc (Helmholtz-Zentrum Berlin für Materialien und Energie)

Description

This work demonstrates electronic logbook (eLog) systems leveraging modern AI-driven information retrieval capabilities at the accelerator facilities of DESY and Lawrence Berkeley National Laboratory (LBNL). We evaluate contemporary tools and methodologies for information retrieval with Retrieval Augmented Generation (RAGs), focusing on operational insights and integration with existing accelerator control systems.

The study addresses challenges and proposes solutions for state-of-the-art eLog analysis through practical implementations, demonstrating applications and limitations. We present a framework for enhancing accelerator facility operations through improved information accessibility and knowledge management, which could potentially lead to more efficient operations.

Region represented America
Paper preparation format LaTeX

Author

Antonin Sulc (Helmholtz-Zentrum Berlin für Materialien und Energie)

Co-author

Thorsten Hellert (Lawrence Berkeley National Laboratory)

Presentation materials

There are no materials yet.