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

Publications

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)