A selection of publications with the participation of Institute members
K. Baumann
Selection of publications
Tasks on the topics of parameter identification, rotor dynamics, controlled systems. Baumann, In: DRESIG, H.; BEITELSCHMIDT, M. (Eds.): Machine Dynamics - Tasks and Examples. Springer-Verlag, Heidelberg, 2015.
Bottom-up strategy for the validation of the FE model of an exhaust system with special consideration of system damping. Baumann, Hennig, Schedlinski, Hiller, Rieder, E.:VDI Reports No. 2259 (2016), pp. 149-161.
A design approach to mechanical shock mitigation in optomechanical systems. Nefzi , Wagner, Baumann, International Conference on Noise and Vibration Engineering (ISMA2014), Leuven, Belgium (2014), Paper-ID 329.
Experimental Identification of Journal Bearing Stiffness and Damping Coefficients in Non-Stationary Run-up and Run-down Processes. Baumann, Felscher, Markert, Cavalca : XIV International Symposium on Dynamic Problems of Mechanics (DINAME 2011), Editors A. T. Fleury and P. R. G. Kurka, 13-18.03.2011, São Sebastião, Brazil (2011), Paper-ID 09, pp.80-89.
Implementation and analysis of a functional non-linear polynomial-regression model using shallow neural networks. Groensfelder, Jaeger, Giebeler, Geupel, Schneider - Publication in planning
Application of machine learning procedures for mechanical system modeling: Capabilities and caveats to prediction-accuracy. Groensfelder, Giebeler, Geupel, Schneider, Jaeger - Advanced Modeling and Simulation in Engineering Sciences, https://doi.org/10.1186/s40323-020-00163-4
