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This contribution is an attempt to spur interest in the application of neural networks in actively supported rotors. After some introductory remarks non-stationary rotordynamics is reviewed in short, restricted to the jeffcott Rotor (section 2) . Section 3 than gives an overview of a simple neural network trained by the backpropagation procedure. The latter is then utilized in section 4 to avoid suspended stays of the non-stationary rotor. Section 5 outlines future improvements, realizations and other possible applications. A short summary concludes the contribution.

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Booktitle: Proceedings of ISMB4