Her cooperative doctoral project, on the topic of "Einsatz neuronaler gewöhnlicher Differentialgleichungen bei der GreyBox-Modellierung von Lithium-Ionen-Batterien", was supervised by Prof. Dr. Wolfgang Bessler (HSO and cooptation at KIT). The interdisciplinary task was carried out at INES within the research groups Intelligent Energy Networks (Intelligente Energienetze, IEN: Prof. Gasper) and Electrical Energy Storage (Elektrische Energiespeicherung, EES: Prof. Bessler).