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Christoph Obermair
Christoph Obermair
Student Projects
PhD Theses
Publications
- Journal article Obermair C., Apollonio A., Charifoulline Z., Felsberger L., Janitschke M., Pernkopf F., Ravaioli E., Verweij A., Wollmann D. & Wozniak M. (2024) Interpretable Anomaly Detection in the LHC Main Dipole Circuits With Nonnegative Matrix Factorization. in IEEE Transactions on Applied Superconductivity, 34(4), p. 1-12. [more info] [doi]
- Conference paper Obermair C., Fuchs A., Felsberger L., Pernkopf F., Apollonio A. & Wollmann D. (2023) Example or Prototype? Learning Concept-Based Explanations in Time Series. in 14th Asian Conference on Machine Learning. [more info]
- Conference paper Bovbjerg H., Obermair C., Apollonio A., Cartier-Michaud T., Millar W., Tan Z., Shen M. & Wollmann D. (2022) Data Augmentation for Breakdown Prediction in CLIC RF Cavities. in 2022 International Particle Accelarator Conference. [more info]
- Journal article Obermair C., Cartier-Michaud T., Apollonio A., Millar L., Felsberger L., Fischl L., Bovbjerg H., Wollmann D., Wuensch W., Catalan-Lasheras N., Boronat M., Pernkopf F. & Burt G. (2022) Explainable Machine Learning for Breakdown Prediction in High Gradient RF Cavities. in Physical Review Accelerators and Beams, 25(10). [more info] [doi]
- Conference paper Obermair C., Apollonio A., Charifoulline Z., Maciejewski M., Pernkopf F. & Verweij A. (2021) Machine Learning with a Hybrid Model for Monitoring of the Protection Systems of the LHC.. [more info]
- Conference paper Obermair C., Apollonio A., Carier-Michaud T., Catalan-Lasheras N., Felsberger L., Millar W., Wuensch W. & Pernkopf F. (2021) Machine Learning Models for Breakdown Prediction in RF Cavities for Accelerators. in 2021 International Particle Accelarator Conference. [more info]