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R. Pirayesh, S. Biedron, J. A. Diaz Cruz, M. Martinez-Ramon, and S. I. Sosa Guitron, “Achieving Optimal Control of LLRF Control System with Artificial Intelligence”, in Proc. 17th Int. Conf. on Accelerator and Large Experimental Physics Control Systems (ICALEPCS'19), New York, NY, USA, Oct. 2019, pp. 489. |
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J. A. Diaz Cruz, S. Biedron, M. Mart?¡nez-Ram??n, R. Pirayesh, and S. I. Sosa Guitron, “Studies in Applying Machine Learning to Resonance Control in Superconducting RF Cavities”, in Proc. North American Particle Accelerator Conf. (NAPAC'19), Lansing, MI, USA, Sep. 2019, pp. 659-662. |
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J. A. Diaz Cruz, S. Biedron, M. Mart?¡nez-Ram??n, R. Pirayesh, and S. Sosa, “Machine Learning-Based LLRF and Resonance Control of Superconducting Cavities”, in Proc. 12th Int. Particle Accelerator Conf. (IPAC'21), Campinas, Brazil, May 2021, pp. 920-923. |
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R. Pirayesh, S. Biedron, J. A. Diaz Cruz, and M. Mart?¡nez-Ram??n, “Hierarchical Intelligent Real-Time Optimal Control for LLRF Using Time Series Machine Learning Methods and Transfer Learning”, in Proc. 12th Int. Particle Accelerator Conf. (IPAC'21), Campinas, Brazil, May 2021, pp. 4329-4331. |
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J. A. Diaz Cruz, S. Biedron, R. Pirayesh, and S. Sosa, “Machine Learning-Based Tuning of Control Parameters for LLRF System of Superconducting Cavities”, in Proc. 13th Int. Particle Accelerator Conf. (IPAC'22), Bangkok, Thailand, Jun. 2022, pp. 915-917. |
