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Author: A. Eichler


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Reference
A. Eichler et al., “First Steps Toward an Autonomous Accelerator, a Common Project Between DESY and KIT”, in Proc. 12th Int. Particle Accelerator Conf. (IPAC'21), Campinas, Brazil, May 2021, pp. 2182-2185.
A. N. Ivanov, I. V. Agapov, A. Eichler, and S. Tomin, “Physics-Enhanced Reinforcement Learning for Optimal Control”, in Proc. 12th Int. Particle Accelerator Conf. (IPAC'21), Campinas, Brazil, May 2021, pp. 4150-4152.
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 THPR78, this conference.
A. Sulc, A. Eichler, and T. Wilksen, “A Data-Driven Anomaly Detection on SRF Cavities at the European XFEL”, in Proc. 13th Int. Particle Accelerator Conf. (IPAC'22), Bangkok, Thailand, Jun. 2022, pp. 1152-1155.
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 THPG49, this conference.
C. Xu et al., “Machine Learning Based Spatial Light Modulator Control for the Photoinjector Laser at FLUTE”, in Proc. 12th Int. Particle Accelerator Conf. (IPAC'21), Campinas, Brazil, May 2021, pp. 3332-3335.
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.
G. Martino et al., “Anomaly Detection Based Quench Detection System for CW Operation of SRF Cavities”, in Proc. 31st Linear Accelerator Conf. (LINAC'22), Liverpool, UK, Aug.-Sep. 2022, pp. 775-777.
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.


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