IPAC'23 - Conference guide
Scientific contributions 10 May 2023 WEPA101 GPU-Accelerated Surrogate Beamline-Elements in the ImpactX Beam-Dynamics Code Ryan Sandberg (Lawrence Berkeley National Laboratory) . Chad Mitchell, Jean-Luc Vay, Ji Qiang, Marco Garten, Remi Lehe (Lawrence Berkeley National Laboratory), Axel Huebl (LBNL). WEPA102 Physics-constrained 3D convolutional neural networks for electrodynamics of relativistic charged particle beams Alexander Scheinker (Los Alamos National Laboratory) . WEPA103 Slow Spill Regulation with Machine Learning Aakaash Narayanan (Northern Illinois University) , Vladimir Nagaslaev (Fermi National Accelerator Laboratory). WEPA104 Prediction of Superconducting Magnet Quenches with Machine Learning Jonathan Edelen, Joshua Einstein-Curtis, Matthew Kilpatrick , Raven O’Rourke (RadiaSoft LLC), Kirsten Drees, Matthieu Valette (Brookhaven National Laboratory). WEPA105 Efficient computation of two-dimensional coherent synchrotron radiation with neural networks River Robles (Stanford University) . Auralee Edelen, Christopher Mayes, Ryan Roussel, William Lou (SLAC National Accelerator Laboratory). WEPA106 Machine Learning-Based Optimization of Storage Ring Injection Efficiency Detlev Schirmer (TU Dortmund University) . Andre Althaus, Sabine Hüser, Shaukat Khan, Torben Schüngel (TU Dortmund University). WEPA107 A machine learning approach to shaping magnetic fringe fields for beam dynamics control Thomas Gallagher (The University of Liverpool) . Andrzej Wolski (The University of Liverpool), Bruno Muratori (Science and Technology Facilities Council). WEPA108 Data Intensive Science and Particle Accelerators: Driving Science and Innovation Carsten Welsch (The University of Liverpool) . WEPA109 Parallel prediction of beam spot with neural networks groups and PCA at TTX Chuangye Song , Shaohong Gu , Wenhui Huang (Tsinghua University in Beijing). Peng-Wei Huang, Xiaoyang Zhang, Zhichao Dong, Zizheng Li (Tsinghua University in Beijing), Yao Zhang (Chongqing University), liwei chen (Tsinghua University). WEPA110 166.6 MHz HOM damped copper cavity designed for 4th generation synchrotron radiation sources Bin Wu, Jiebing Yu, Shenghua Liu, Xiao Li, Zhijun Lu (Institute of High Energy Physics), Chunlin Zhang, Junyu Zhu , Wei Long (Chinese Academy of Sciences), Shengyi Chen, Yang Liu (Dongguan Neutron Science Center). WEPA111 A low energy linac solution for 3D scanning applications Samuel Smith (Cockcroft Institute) . Graeme Burt (Lancaster University), James Ollier, Michael Jenkins (Rapiscan Systems Ltd), Robert Apsimon (Cockcroft Institute). IPAC’23 / CONFERENCE GUIDE 258
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