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Author: J. A. Einstein-Curtis


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Reference
C. C. Hall, J. P. Edelen, J. A. Einstein-Curtis, and M. C. Kilpatrick, “BPM Analysis with Variational Autoencoders”, in Proc. 13th Int. Particle Accelerator Conf. (IPAC'22), Bangkok, Thailand, Jun. 2022, pp. 543-545.
J. A. Einstein-Curtis et al., “Online Correction of Laser Focal Position Using FPGA-Based ML Models”, in Proc. 13th Int. Particle Accelerator Conf. (IPAC'22), Bangkok, Thailand, Jun. 2022, pp. 857-860.
C. Contreras-Martinez et al., “LCLS-II and HE Cryomodule Microphonics at CMTF at Fermilab”, in Proc. North American Particle Accelerator Conf. (NAPAC'22), Albuquerque, NM, USA, Aug. 2022, pp. 103-105.
J. P. Edelen et al., “Facilitating Machine Learning Collaborations Between Labs, Universities, and Industry”, in Proc. North American Particle Accelerator Conf. (NAPAC'22), Albuquerque, NM, USA, Aug. 2022, pp. 164-169.
J. P. Edelen, J. A. Einstein-Curtis, C. C. Hall, M. J. Henderson, and A. L. Romanov, “Removing Noise in BPM Measurements with Variational Autoencoders”, in Proc. 11th Int. Beam Instrumentation Conference (IBIC'22), Kraków, Poland, Sep. 2022, pp. 43-46.
J. P. Edelen, K. A. Brown, N. M. Cook, J. A. Einstein-Curtis, and V. Schoefer, “Neural Network Inverse Models for Implicit Optics Tuning in the AGS to RHIC Transfer Line”, in Proc. 11th Int. Beam Instrumentation Conference (IBIC'22), Kraków, Poland, Sep. 2022, pp. 327-330.
J. A. Einstein-Curtis et al., “Online Models for X-ray Beamlines Using Sirepo-Bluesky”, in Proc. 19th International Conference on Accelerator and Large Experimental Physics Control Systems (ICALEPCS'23), Cape Town, South Africa, Oct. 2023, paper MO3BCO05, pp. 165-170.
J. A. Einstein-Curtis et al., “Laser Focal Position Correction Using FPGA-Based ML Models”, in Proc. 19th International Conference on Accelerator and Large Experimental Physics Control Systems (ICALEPCS'23), Cape Town, South Africa, Oct. 2023, paper TU1BCO04, pp. 262-266.
J. P. Edelen, J. A. Diaz Cruz, A. L. Edelen, J. A. Einstein-Curtis, M. J. Henderson, and M. C. Kilpatrick, “Machine Learning for Compact Industrial Accelerators”, in Proc. 19th International Conference on Accelerator and Large Experimental Physics Control Systems (ICALEPCS'23), Cape Town, South Africa, Oct. 2023, paper TUPDP115, pp. 846-850.
J. A. Einstein-Curtis et al., “Classification and Prediction of Superconducting Magnet Quenches”, in Proc. 19th International Conference on Accelerator and Large Experimental Physics Control Systems (ICALEPCS'23), Cape Town, South Africa, Oct. 2023, paper TUPDP117, pp. 856-859.


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