IPAC'23 - Conference guide

Scientific contributions 11 May 2023 THPL012 Ionization Profile Monitor Channel Gain Calibration with Machine Learning Yuan Gao (Brookhaven National Laboratory). Georg Hoffstaetter, Weijian Lin (Cornell University (CLASSE)), James Jamilkowski, John Morris, Kevin Brown, Linh Nguyen, Vincent Schoefer (Brookhaven National Laboratory) . THPL013 Autoencoder-based anomaly detection in the air conditioning system of Brookhaven collider-accelerator complex Yuan Gao (Brookhaven National Laboratory). Ian Blackler, John Morris, Kevin Brown, Rachel Terheide, Vincent Schoefer (Brookhaven National Laboratory) , Bohong Huang (Stony Brook University). THPL014 Accurate prediction of mega-electron-volt electron beam properties from UED using machine learning Xi Yang (Brookhaven National Laboratory) . Junjie Li, Lijun Wu, Timur Shaftan, Victor Smaluk, Yimei Zhu (Brookhaven National Laboratory), Minghao Song (Illinois Institute of Technology), Xiaobiao Huang, Zhe Zhang (SLAC National Accelerator Laboratory). THPL015 Toward fully automated UED operation using two-stage machine learning model Xi Yang (Brookhaven National Laboratory) . Xiaobiao Huang, Zhe Zhang (SLAC National Accelerator Laboratory), Lijun Wu, Timur Shaftan, Victor Smaluk, Yimei Zhu (Brookhaven National Laboratory), Minghao Song (Illinois Institute of Technology). THPL016 Operation the Accelerator Test Facility linac transport beamline by using Artificial Intelegence and Machine Learning Methods Mikhail Fedurin (Brookhaven National Laboratory) . Abigail Giles, Karl Kusche, Maksim Rakitin, Marcus Babzien, Mark Palmer, Robert Malone, Thomas Morris (Brookhaven National Laboratory), Irina Petrushina (State University of New York at Stony Brook). THPL017 Automating beam dump failure detection using computer vision Francisco Huhn (CERN) . Brennan Goddard, Francesco Velotti (European Organization for Nuclear Research). THPL018 Machine Learning Applications for Orbit and Optics Correction at the Alternating Gradient Synchrotron Bohong Huang, Thomas Robertazzi, Weining Dai (Stony Brook University), David Sagan, Georg Hoffstaetter, Weijian Lin (Cornell University (CLASSE)), Kevin Brown, Vincent Schoefer (Brookhaven National Laboratory) . THPL019 Machine Learning for Combined Scalar and Spectral Longitudinal Phase Space Reconstruction Jan Kaiser (Deutsches Elektronen-Synchrotron) . Annika Eichler, Sergey Tomin (Deutsches Elektronen-Synchrotron), Zihan Zhu (Shanghai Institute of Applied Physics). THPL020 Virtual photon pulse characterisation using machine learning methods Christian Grech , Farzad Jafarinia, Marc Guetg (Deutsches Elektronen-Synchrotron), Gianluca Geloni, Trey Guest (European XFEL GmbH). THPL021 An integrated CAD model for the PETRA IV facility Benno List (Deutsches Elektronen-Synchrotron) . Cédric Kula, Dominik Miller, Lars Hagge , Markus Huening, Per-Ole Petersen (Deutsches Elektronen- Synchrotron). IPAC’23 / CONFERENCE GUIDE 306