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Lukas Felsberger
Lukas Felsberger
Verified email at cern.ch
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Cited by
Cited by
Year
FCC-ee: the lepton collider: future circular collider conceptual design report volume 2
AEA Abada, M Abbrescia, SS AbdusSalam, I Abdyukhanov, ...
The European Physical Journal Special Topics 228, 261-623, 2019
7302019
FCC physics opportunities
A Abada, M Abbrescia, SS AbdusSalam, I Abdyukhanov, JA Fernandez, ...
The European Physical Journal C 79 (6), 1-161, 2019
5632019
FCC-hh: The hadron collider
A Abada, M Abbrescia, SS AbdusSalam, I Abdyukhanov, ...
The European Physical Journal Special Topics 228 (4), 755-1107, 2019
5302019
HE-LHC: the high-energy large hadron collider: future circular collider conceptual design report volume 4
A Abada, M Abbrescia, SS AbdusSalam, I Abdyukhanov, ...
The European Physical Journal Special Topics 228, 1109-1382, 2019
1642019
Physics-constrained, data-driven discovery of coarse-grained dynamics
L Felsberger, PS Koutsourelakis
arXiv preprint arXiv:1802.03824, 2018
212018
Explainable machine learning for breakdown prediction in high gradient rf cavities
C Obermair, T Cartier-Michaud, A Apollonio, W Millar, L Felsberger, ...
Physical Review Accelerators and Beams 25 (10), 104601, 2022
192022
Explainable deep learning for fault prognostics in complex systems: A particle accelerator use-case
L Felsberger, A Apollonio, T Cartier-Michaud, A Müller, B Todd, ...
Machine Learning and Knowledge Extraction: 4th IFIP TC 5, TC 12, WG 8.4, WG …, 2020
112020
FCC physics opportunities: Future Circular Collider Conceptual Design Report Volume 1
AJG Lunt, FCC Collaboration
European Physical Journal C 79 (6), 474, 2019
112019
Power converter maintenance optimization using a model-based digital reliability twin paradigm
L Felsberger, B Todd, D Kranzlmüller
2019 4th International Conference on System Reliability and Safety (ICSRS …, 2019
92019
Cost and availability improvements for fault-tolerant systems through optimal load-sharing policies
L Felsberger, B Todd, D Kranzlmüller
Procedia Computer Science 151, 592-599, 2019
62019
JACoW: Machine Learning Models for Breakdown Prediction in RF Cavities for Accelerators
C Obermair, A Apollonio, W Wuensch, L Felsberger, T Cartier-Michaud, ...
JACoW IPAC 2021, 1068-1071, 2021
42021
FCC-hh: The Hadron Collider: Future Circular Collider Conceptual Design Report Volume 3
A Apyan, H Denizli, KY Oyulmaz, A Senol, P Barjhoux, JM Bernhardt, ...
The European Physical Journal. Special Topics 228 (4), 755-1107, 2019
42019
Availability Modeling of the Solid-State Power Amplifiers for the CERN SPS RF Upgrade
JAU L. Felsberger, A. Apollonio, T. Cartier-Michaud, E. Montesinos, J.C ...
International Particle Accelerator Conference (12th), 2308-2311, 2021
32021
Field-reliability predictions based on statistical system lifecycle models
L Felsberger, D Kranzlmüller, B Todd
Machine Learning and Knowledge Extraction: Second IFIP TC 5, TC 8/WG 8.4, 8 …, 2018
22018
Combining reliability statistics with physics of failure to study and simulate the operational availability of redundant power converters
L Felsberger
2
Availability Targets Scaled According to Assurance Complexity in the FCC-ee
J Heron, L Felsberger, J Uythoven, F Rodriguez Mateos, D Wollmann
12023
Machine Protection and Availability in the FCC-ee
J Heron, L Felsberger, C Hernalsteens, D Wollmann, F Rodriguez Mateos, ...
12023
Example or prototype? learning concept-based explanations in time-series
C Obermair, A Fuchs, F Pernkopf, L Felsberger, A Apollonio, D Wollmann
Asian Conference on Machine Learning, 816-831, 2023
12023
Quantitative methods for data driven reliability optimization of engineered systems
L Felsberger
lmu, 2021
12021
Interpretable Anomaly Detection in the LHC Main Dipole Circuits with Non-Negative Matrix Factorization
C Obermair, A Apollonio, Z Charifoulline, L Felsberger, M Janitschke, ...
IEEE Transactions on Applied Superconductivity, 2024
2024
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