246 citations · 7.7k across the 204 of their papers we have counts for
3 papers · 1 filter
PACuna: Automated Fine-Tuning of Language Models for Particle Accelerators
Antonin Sulc, Raimund Kammering, Annika Eichler +1
Navigating the landscape of particle accelerators has become increasingly challenging with recent surges in contributions. These intricate devices challenge comprehension, even wit…
Textual Analysis of ICALEPCS and IPAC Conference Proceedings: Revealing Research Trends, Topics, and Collaborations for Future Insights and Advanced Search
Antonin Sulc, Annika Eichler, Tim Wilksen
In this paper, we show a textual analysis of past ICALEPCS and IPAC conference proceedings to gain insights into the research trends and topics discussed in the field. We use natur…
Unsupervised Log Anomaly Detection with Few Unique Tokens
Antonin Sulc, Annika Eichler, Tim Wilksen
This article introduces a novel method for detecting anomalies within log data from control system nodes at the European XFEL accelerator. Effective anomaly detection is crucial fo…