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physics.ins-det2020
Machine learning assisted non-destructive transverse beam profile imaging
Zhanibek Omarov, Selcuk Haciomeroglu
We present a non-destructive beam profile imaging concept that utilizes machine learning tools, namely genetic algorithm with a gradient descent-like minimization. Electromagnetic…
physics.acc-ph2020
Optimization of Electrostatic Quadrupole Profile to Reduce Image Charge Effects
Selcuk Haciomeroglu
Vertical electric fields need to remain orders of magnitude smaller than the horizontal electric field in storage ring electric dipole moment experiments. Otherwise, the coupling w…