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# Obszar badawczy Dziedzina naukowa

The objective of the PhD student will be to train a neural network based on a family of impedance frequency characteristics measured for magnetic nanocrystalline rings. This network will enable the mapping of the measured frequency characteristics with lumped element electric circuit (LEEC) model. The intention is to replace the modified-Pade method, as published in the article CEM2014 with a new method based on neutral network (the CEM2014 paper: Szewczyk, J. Pawłowski, K. Kutorasiński, S. Burow, S. Tenbohlen, W. Piasecki, "Identification of a rational function in the s-domain describing the frequency characteristics of a magnetic material," Proceedings of the 9th International Conference on Computation in Electromagnetics (CEM), 31st March - 1st April 2014, London, UK). More information, see: