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D. M. Vilsmeier, M. Sapinski, R. Singh, and J. W. Storey, “Reconstructing Space-Charge Distorted IPM Profiles with Machine Learning Algorithms”, in Proc. 9th Int. Particle Accelerator Conf. (IPAC'18), Vancouver, Canada, Apr.-May 2018, pp. 2099-2102. |
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M. Sapinski et al., “Ionization Profile Monitor Simulations - Status and Future Plans”, in Proc. 5th Int. Beam Instrumentation Conf. (IBIC'16), Barcelona, Spain, Sep. 2016, pp. 520-523. |
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R. Singh, M. Sapinski, and D. M. Vilsmeier, “Simulation Supported Profile Reconstruction With Machine Learning”, in Proc. 6th Int. Beam Instrumentation Conf. (IBIC'17), Grand Rapids, MI, USA, Aug. 2017, pp. 350-354. |
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D. M. Vilsmeier, P. Forck, and M. Sapinski, “A Modular Application for IPM Simulations”, in Proc. 6th Int. Beam Instrumentation Conf. (IBIC'17), Grand Rapids, MI, USA, Aug. 2017, pp. 355-358. |
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D. M. Vilsmeier, B. Dehning, and M. Sapinski, “Investigation of the Effect of Beam Space-charge on Electron Trajectories in Ionization Profile Monitors”, in Proc. 54th ICFA Advanced Beam Dynamics Workshop on High-Intensity and High-Brightness Hadron Beams (HB'14), East Lansing, MI, USA, Nov. 2014, paper MOPAB42, pp. 133-137. |
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M. Sapinski, R. Singh, D. M. Vilsmeier, and J. W. Storey, “Application of Machine Learning for the IPM-Based Profile Reconstruction”, in Proc. 61st ICFA Advanced Beam Dynamics Workshop on High-Intensity and High-Brightness Hadron Beams (HB'18), Daejeon, Korea, Jun. 2018, pp. 410-415. |
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S. Appel, W. Geithner, S. Reimann, M. Sapinski, R. Singh, and D. M. Vilsmeier, “Optimization of Heavy-Ion Synchrotrons Using Nature-Inspired Algorithms and Machine Learning”, in Proc. 13th International Computational Accelerator Physics Conference (ICAP'18), Key West, Florida, USA, Oct. 2018, pp. 15-21. |
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D. M. Vilsmeier, M. Bai, and M. Sapinski, “Transfer Line Optics Design Using Machine Learning Techniques”, in Proc. 10th Int. Particle Accelerator Conf. (IPAC'19), Melbourne, Australia, May 2019, pp. 139-142. |
