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J. Szumega, B. Gkotse, P. Jouvelot, F. Ravotti, and L. bougueroua, “Machine learning for the anomaly detection and characterization of the 24 GeV/c proton beam at CERN IRRAD Facility”, in Proc. 16th Int. Particle Accelerator Conf. (IPAC'25), Taipei, Taiwan, Jun. 2025, paper THPM110, pp. 2917-2920. |
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J. Szumega et al., “Characterization of an IRRAD beam profile monitor at the CERN T8 beamline and possible improvements via cross-analysis with multiwire proportional chamber”, in Proc. 16th Int. Particle Accelerator Conf. (IPAC'25), Taipei, Taiwan, Jun. 2025, paper THPM111, pp. 2921-2923. |
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J. Szumega, L. Bougueroua, B. Gkotse, P. Jouvelot, G. Pezzullo, and F. Ravotti, “Prospects for the Introduction of Digital Twins in Experimental Facilities – an Integration of Facility Data Management Systems with Machine Learning-based Techniques”, presented at the 17th Int. Particle Accelerator Conf. (IPAC'26), Deauville, France, May 2026, paper WEP6166, this conference. |
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J. Szumega, L. Bougueroua, B. Gkotse, P. Jouvelot, N. Minafra, and F. Ravotti, “Autoencoder Architectures For Beam Anomaly Detection And Statistical Distribution Characterization”, presented at the 17th Int. Particle Accelerator Conf. (IPAC'26), Deauville, France, May 2026, paper WEP6022, this conference. |
