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Machine Learning Assisted Cavity Quench Identification at the European XFEL 会议论文
Proceedings of the 31st International Linear Accelerator Conference, England, 2022
Authors:  J. Branlard;  A. Eichler;  J.H.K. Timm;  N. Walker
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Anomaly Detection Based Quench Detection System for CW Operation of SRF Cavities 会议论文
Proceedings of the 31st International Linear Accelerator Conference, England, 2022
Authors:  G. Martino;  A. Bellandi;  J. Branlard;  A. Eichler;  H. Schlarb
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Accelerating Linear Beam Dynamics Simulations for Machine Learning Applications 会议论文
Proceedings of the 13th International Particle Accelerator Conference, Thailand, 2022
Authors:  O. Stein, I.V. Agapov;  A. Eichler;  J. Kaiser
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Identification of the Mechanical Dynamics of the Superconducting Radio-Frequency Cavities for the European XFEL CW Upgrade 会议论文
Proceedings of the 31st International Linear Accelerator Conference, England, 2022
Authors:  W.H. Syed, A. Bellandi;  J. Branlard;  A. Eichler
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A Data-Driven Anomaly Detection on SRF Cavities at the European XFEL 会议论文
Proceedings of the 13th International Particle Accelerator Conference, Thailand, 2022
Authors:  A. Sulc;  A. Eichler;  T. Wilksen
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First Steps Toward an Autonomous Accelerator, a Common Project Between DESY and KIT 会议论文
Proceedings of the 12th International Particle Accelerator Conference, Brazil, 2021
Authors:  A. Eichler;  F. Burkart;  J. Kaiser;  W. Kuropka;  O. Stein
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Subsystem Level Data Acquisition for the Optical Synchronization System at European XFEL 会议论文
Proceedings of the 12th International Particle Accelerator Conference, Brazil, 2021
Authors:  M. Schütte;  A. Eichler;  T. Lamb;  V. Rybnikov;  H. Schlarb;  T. Wilksen
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Physics-Enhanced Reinforcement Learning for Optimal Control 会议论文
Proceedings of the 12th International Particle Accelerator Conference, Brazil, 2021
Authors:  A.N. Ivanov;  I.V. Agapov;  A. Eichler;  S. Tomin
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Providing Computing Power for High Level Controllers in MicroTCA-based LLRF Systems via PCI Express Extension 会议论文
Proceedings of the 12th International Particle Accelerator Conference, Brazil, 2021
Authors:  P. Nonn;  A. Eichler;  S. Pfeiffer;  H. Schlarb;  J.H.K. Timm
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The Trip Event Logger for Online Fault Diagnosis at the European XFEL 会议论文
Proceedings of the 12th International Particle Accelerator Conference, Brazil, 2021
Authors:  J.H.K. Timm;  J. Branlard;  A. Eichler;  H. Schlarb
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