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Kajetan Fricke

I'm a doctoral candidate in the Probabilistic Methods Laboratory directed by Dr. Felipe Viana in the Department of Mechanical & Aerospace Engineering at University of Central Florida (UCF). 

My dissertation topic is: Mission-specific Prognosis
of Li-ion Batteries with Hybrid Physics-informed Neural Networks.

Research interests:

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  • Modeling with hybrid physics-informed machine learning

  • Battery health degradation prognosis 

  • Quadcopter control optimization with machine learning

  • Prognosis and fleet management of industrial equipment

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