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B. Rodriguez Mateos, T. Argyropoulos, F. Carlier, V. Kain, M. Schenk, and M. Slupecki, “Operational results of data-driven automated intensity optimization at CERN’s LEIR”, in Proc. 16th Int. Particle Accelerator Conf. (IPAC'25), Taipei, Taiwan, Jun. 2025, paper THPM109, pp. 2913-2916. |
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C. Xu et al., “Efficient data-driven model predictive control for online accelerator tuning”, in Proc. 16th Int. Particle Accelerator Conf. (IPAC'25), Taipei, Taiwan, Jun. 2025, paper THPM116, pp. 2931-2934. |
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A. Menor De Onate, N. Bruchon, V. Kain, B. Rodriguez Mateos, and M. Schenk, “Trajectory steering for DC beams at the CERN SPS using reinforcement learning based on intensity measurements”, in Proc. 16th Int. Particle Accelerator Conf. (IPAC'25), Taipei, Taiwan, Jun. 2025, paper THPM113, pp. 2928-2930. |
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A. Gilardi et al., “Toward autonomous control: reinforcement learning for improving CLEAR accelerator performance”, in Proc. 16th Int. Particle Accelerator Conf. (IPAC'25), Taipei, Taiwan, Jun. 2025, paper THPM032, pp. 2751-2754. |
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V. Kain, N. Bruchon, S. Hirlaender, D. Küchler, and B. Rodriguez Mateos, “Continuous data-driven control of the GTS-LHC ion source at CERN”, in Proc. 26th International Workshop on ECR Ion Sources (ECRIS'24), Darmstadt, Germany, Sep. 2024, pp. 56-59. |
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V. Kain et al., “Eliminating mains noise effects in accelerators with Machine Learning”, presented at the 17th Int. Particle Accelerator Conf. (IPAC'26), Deauville, France, May 2026, paper MOP6001, this conference. |
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B. Rodriguez Mateos, T. Argyropoulos, V. Kain, M. Schenk, and M. Slupecki, “High-Dimensional Bayesian Optimization for Sparse Objectives: an Application for Automated Beam Commissioning in the Low Energy Ion Ring at CERN”, presented at the 17th Int. Particle Accelerator Conf. (IPAC'26), Deauville, France, May 2026, paper WEP6018, this conference. |
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A. Menor de Onate, V. Kain, I. Mases, T. Prebibaj, B. Rodriguez Mateos, and M. Schenk, “Data-Driven Optimization of Open Loop Control Functions at the CERN Super Proton Synchrotron”, presented at the 17th Int. Particle Accelerator Conf. (IPAC'26), Deauville, France, May 2026, paper WEP6016, this conference. |
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B. Rodriguez Mateos et al., “Online Reinforcement Learning for Stripper Foil Aging Compensation at the CERN Low Energy Ion Ring”, presented at the 17th Int. Particle Accelerator Conf. (IPAC'26), Deauville, France, May 2026, paper WEP6021, this conference. |
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A. Menor de Onate, N. Charitonidis, G. Dal Maso, V. Kain, B. Rodriguez Mateos, and M. Schenk, “Towards Fully Automated Transfer Line Commissioning at the CERN Super Proton Synchrotron”, presented at the 17th Int. Particle Accelerator Conf. (IPAC'26), Deauville, France, May 2026, paper WEP6017, this conference. |
