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Lukas Felsberger
Publication Activity (10 Years)
Years Active: 2018-2022
Publications (10 Years): 6
Top Topics
Steady State Simulation
Machine Learning
Complex Systems
Gradient Direction
Top Venues
CD-MAKE
CoRR
ANT/EDI40
ICSRS
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Publications
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Christoph Obermair
,
Thomas Cartier-Michaud
,
Andrea Apollonio
,
William Millar
,
Lukas Felsberger
,
Lorenz Fischl
,
Holger Severin Bovbjerg
,
Daniel Wollmann
,
Walter Wuensch
,
Nuria Catalan Lasheras
,
Marçà Boronat
,
Franz Pernkopf
,
Graeme Burt
Explainable Machine Learning for Breakdown Prediction in High Gradient RF Cavities.
CoRR
(2022)
Christoph Obermair
,
Alexander Fuchs
,
Franz Pernkopf
,
Lukas Felsberger
,
Andrea Apollonio
,
Daniel Wollmann
Example or Prototype? Learning Concept-Based Explanations in Time-Series.
ACML
(2022)
Lukas Felsberger
,
Andrea Apollonio
,
Thomas Cartier-Michaud
,
Andreas Müller
,
Benjamin Todd
,
Dieter Kranzlmüller
Explainable Deep Learning for Fault Prognostics in Complex Systems: A Particle Accelerator Use-Case.
CD-MAKE
(2020)
Lukas Felsberger
,
Benjamin Todd
,
Dieter Kranzlmüller
Cost and Availability Improvements for Fault-Tolerant Systems Through Optimal Load-Sharing Policies.
ANT/EDI40
(2019)
Lukas Felsberger
,
Benjamin Todd
,
Dieter Kranzlmüller
Power Converter Maintenance Optimization Using a Model-Based Digital Reliability Twin Paradigm.
ICSRS
(2019)
Lukas Felsberger
,
Dieter Kranzlmüller
,
Benjamin Todd
Field-Reliability Predictions Based on Statistical System Lifecycle Models.
CD-MAKE
(2018)