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Author: A. Eichler


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Reference
J. Branlard, A. Eichler, J. H. K. Timm, and N. Walker, “Machine Learning Assisted Cavity Quench Identification at the European XFEL”, in Proc. 31st Linear Accelerator Conf. (LINAC'22), Liverpool, UK, Aug.-Sep. 2022, pp. 798-801.
J. Kaiser, A. Eichler, S. Tomin, and Z. Zhu, “Machine learning for combined scalar and spectral longitudinal phase space reconstruction”, in Proc. 14th Int. Particle Accelerator Conf. (IPAC'23), Venice, Italy, May 2023, paper THPL019, pp. 4464-4467.
C. Xu, E. Bründermann, A. Eichler, J. Kaiser, A.-S. Mueller, and A. Santamaria Garcia, “Beam trajectory control with lattice-agnostic reinforcement learning”, in Proc. 14th Int. Particle Accelerator Conf. (IPAC'23), Venice, Italy, May 2023, paper THPL029, pp. 4487-4490.
S. H. Mirza et al., “Requirements and Design for the PETRA IV Fast Orbit Feedback System”, in Proc. 11th Int. Beam Instrumentation Conference (IBIC'22), Kraków, Poland, Sep. 2022, pp. 343-347.
A. Santamaria Garcia et al., “The reinforcement learning for autonomous accelerators collaboration”, presented at the 15th Int. Particle Accelerator Conf. (IPAC'24), Nashville, TN, USA, May 2024, paper TUPS62, this conference.
A. Sulc et al., “Towards unlocking insights from logbooks using AI”, presented at the 15th Int. Particle Accelerator Conf. (IPAC'24), Nashville, TN, USA, May 2024, paper THPR37, this conference.
A. Sulc, A. Eichler, and T. Wilksen, “Automated Anomaly Detection on European XFEL Klystrons”, presented at the 15th Int. Particle Accelerator Conf. (IPAC'24), Nashville, TN, USA, May 2024, paper THPR36, this conference.
A. Sulc, A. Eichler, and T. Wilksen, “Textual Analysis of ICALEPCS and IPAC Conference Proceedings: Revealing Research Trends, Topics, and Collaborations for Future Insights and Advanced Search”, in Proc. 19th International Conference on Accelerator and Large Experimental Physics Control Systems (ICALEPCS'23), Cape Town, South Africa, Oct. 2023, paper TU2AO02, pp. 309-315.
A. Sulc, A. Eichler, and T. Wilksen, “Log Anomaly Detection on EuXFEL Nodes”, in Proc. 19th International Conference on Accelerator and Large Experimental Physics Control Systems (ICALEPCS'23), Cape Town, South Africa, Oct. 2023, paper TH2AO01, pp. 1126-1133.


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