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J. P. Edelen, B. Nash, and R. J. Roussel, “Magnets to ML to Light Sources: Designing from the Browser with Sirepo”, presented at the North American Particle Accelerator Conf. (NAPAC'22), Albuquerque, NM, USA, Aug. 2022, paper TUZG1, unpublished. |
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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. |
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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. |
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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. |
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J. P. Edelen et al., “A Flexible EPICS Framework for Sample Alignment at Neutron Beamlines”, in Proc. 19th International Conference on Accelerator and Large Experimental Physics Control Systems (ICALEPCS'23), Cape Town, South Africa, Oct. 2023, paper TUPDP113, pp. 836-840. |
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I. V. Pogorelov et al., “Machine Learning Based Noise Reduction of Neutron Camera Images at ORNL”, in Proc. 19th International Conference on Accelerator and Large Experimental Physics Control Systems (ICALEPCS'23), Cape Town, South Africa, Oct. 2023, paper TUPDP114, pp. 841-845. |
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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. |
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M. J. Henderson et al., “Machine Learning Based Sample Alignment at TOPAZ”, in Proc. 19th International Conference on Accelerator and Large Experimental Physics Control Systems (ICALEPCS'23), Cape Town, South Africa, Oct. 2023, paper TUPDP116, pp. 851-855. |
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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. |
