30 citations · 89 across the 21 of their papers we have counts for
4 papers · 1 filter
Learning Physical Concepts in Cyber-Physical Systems: A Case Study
Henrik S. Steude, Alexander Windmann, Oliver Niggemann
Machine Learning (ML) has achieved great successes in recent decades, both in research and in practice. In Cyber-Physical Systems (CPS), ML can for example be used to optimize syst…
A Research Agenda for AI Planning in the Field of Flexible Production Systems
Aljosha Köcher, Rene Heesch, Niklas Widulle +4
Manufacturing companies face challenges when it comes to quickly adapting their production control to fluctuating demands or changing requirements. Control approaches that encapsul…
The Two Scaling Regimes of the Thermodynamic Uncertainty Relation for the KPZ-Equation
Oliver Niggemann, Udo Seifert
We investigate the thermodynamic uncertainty relation for the dimensional Kardar-Parisi-Zhang equation on a finite spatial interval. In particular, we extend the results fo…
Reconfiguring Hybrid Systems Using SAT
Kaja Balzereit, Oliver Niggemann
Reconfiguration aims at recovering a system from a fault by automatically adapting the system configuration, such that the system goal can be reached again. Classical approaches ty…