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Author: I. Lobach


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Reference
I. Lobach, A. Sannibale, J. Edelen, and M. Borland, “Long short-term memory networks for anomaly detection in storage ring power supplies”, in Proc. 14th Int. Particle Accelerator Conf. (IPAC'23), Venice, Italy, May 2023, paper THPL005, pp. 4424-4427.
I. Lobach, E. Chandler, H. Shang, N. Arnold, and R. Soliday, “Application for Anomaly Detection in the Storage Ring Power Supplies of APS-U”, presented at the 14th Int. Particle Accelerator Conf. (IPAC'23), Venice, Italy, May 2023, paper THPL006, unpublished.
N. Kuklev, I. Lobach, H. Shang, and R. Soliday, “Upgrades to logging and ml analytics architecture at APS”, in Proc. 14th Int. Particle Accelerator Conf. (IPAC'23), Venice, Italy, May 2023, paper THPL008, pp. 4432-4435.
I. Lobach, S. Nagaitsev, A. L. Romanov, A. V. Shemyakin, and G. Stancari, “Statistical Properties of Undulator Radiation”, in Proc. 11th Int. Beam Instrumentation Conference (IBIC'22), Kraków, Poland, Sep. 2022, pp. 11-14.
J. D. Jarvis et al., “Experimental Demonstration of Optical Stochastic Cooling”, presented at the 13th Workshop on Beam Cooling and Related Topics (COOL'21), Novosibirsk, Russia, Nov. 2021, paper S403, unpublished.
J. C. Dooling et al., “Microbunching of Thermionic Cathode RF Gun Beams in the Advanced Photon Source S-Band Linac”, in Proc. 12th International Beam Instrumentation Conference (IBIC'23), Saskatoon, Canada # e.g. "Barcelona, Spain" or "San Francisco, CA, USA", Sep. 2023, paper TUP027, pp. 240-244.
K. P. Wootton et al., “Electron Beam at the Advanced Photon Source Linac Extension Area Beamline”, in Proc. 12th International Beam Instrumentation Conference (IBIC'23), Saskatoon, Canada # e.g. "Barcelona, Spain" or "San Francisco, CA, USA", Sep. 2023, paper WEP017, pp. 368-372.
G. Stancari et al., “Undulator radiation of single electrons: coherence length and quantum-optical properties”, in Proc. 15th Int. Particle Accelerator Conf. (IPAC'24), Nashville, TN, USA, May 2024, paper MOPG06, pp. 300-303.
I. Lobach, J. Edelen, K. Wolfinger, and M. Borland, “LSTMs for anomaly detection in the magnet power supply temperatures of APS-U”, presented at the 15th Int. Particle Accelerator Conf. (IPAC'24), Nashville, TN, USA, May 2024, paper TUPS51, unpublished.
N. Kuklev et al., “ML-enhanced commissioning of the APS-U accelerator complex”, in Proc. 15th Int. Particle Accelerator Conf. (IPAC'24), Nashville, TN, USA, May 2024, paper TUPS50, pp. 1778-1781.


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