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E. Fol, J. M. Coello de Portugal, G. Franchetti, and R. Tom?ís, “Application of Machine Learning to Beam Diagnostics”, in Proc. 39th Int. Free Electron Laser Conf. (FEL'19), Hamburg, Germany, Aug. 2019, pp. 311-317. |
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E. Fol, J. M. Coello de Portugal, and R. Tom?ís, “Unsupervised Machine Learning for Detection of Faulty Beam Position Monitors”, in Proc. 10th Int. Particle Accelerator Conf. (IPAC'19), Melbourne, Australia, May 2019, pp. 2668-2671. |
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E. Fol, J. M. Coello de Portugal, and R. Tom?ís, “Unsupervised Machine Learning for Detection of Faulty Beam Position Monitors”, in Proc. 10th Int. Particle Accelerator Conf. (IPAC'19), Melbourne, Australia, May 2019, pp. 2668-2671. |
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E. Fol, J. M. Coello de Portugal, and R. Tom?ís, “Application of Machine Learning to Beam Diagnostics”, in Proc. 7th Int. Beam Instrumentation Conf. (IBIC'18), Shanghai, China, Sep. 2018, pp. 169-176. |
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E. Fol, H. Garcia, and R. Tom?ís Garc?¡a, “Reconstruction of Linear Optics Observables Using Supervised Learning”, in Proc. 12th Int. Particle Accelerator Conf. (IPAC'21), Campinas, Brazil, May 2021, pp. 3875-3878. |
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E. Fol, F. S. Carlier, J. M. Coello de Portugal, A. Garcia-Tabares, and R. Tomas, “Machine Learning Methods for Optics Measurements and Corrections at LHC”, in Proc. 9th Int. Particle Accelerator Conf. (IPAC'18), Vancouver, Canada, Apr.-May 2018, pp. 1967-1970. |
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E. Fol, C. T. Rogers, J. Schieck, D. Schulte, and B. Stechauner, “Automated Design and Optimization of the Final Cooling for a Muon Collider”, in Proc. 13th Int. Particle Accelerator Conf. (IPAC'22), Bangkok, Thailand, Jun. 2022, pp. 2358-2361. |
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E. Fol, C. T. Rogers, and D. Schulte, “Machine Learning-Based Modeling of Muon Beam Ionization Cooling”, in Proc. 13th Int. Particle Accelerator Conf. (IPAC'22), Bangkok, Thailand, Jun. 2022, pp. 2354-2357. |
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E. Fol et al., “Experimental Demonstration of Machine Learning Application in LHC Optics Commissioning”, in Proc. 13th Int. Particle Accelerator Conf. (IPAC'22), Bangkok, Thailand, Jun. 2022, pp. 359-362. |
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E. Fol and R. Tom?ís Garc?¡a, “Denoising of Optics Measurements Using Autoencoder Neural Networks”, in Proc. 12th Int. Particle Accelerator Conf. (IPAC'21), Campinas, Brazil, May 2021, pp. 3915-3918. |
