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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. 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.
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.
J. H. K. Timm, J. Branlard, A. Eichler, and H. Schlarb, “The Trip Event Logger for Online Fault Diagnosis at the European XFEL”, in Proc. 12th Int. Particle Accelerator Conf. (IPAC'21), Campinas, Brazil, May 2021, pp. 3344-3346.
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.
M. Sch??tte, A. Eichler, T. Lamb, V. Rybnikov, H. Schlarb, and T. Wilksen, “Subsystem Level Data Acquisition for the Optical Synchronization System at European XFEL”, in Proc. 12th Int. Particle Accelerator Conf. (IPAC'21), Campinas, Brazil, May 2021, pp. 2167-2169.


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