Using Machine Learning for Diaphragm Prediction in Solenoid Valves. - Nikolai Hlubek; Michael Baumann 011; Sebastian Heinze; Florian Ostermaier (ETFA, 2022)

Using differential equation inspired machine learning for valve faults prediction. - Benjamin Uhrich; Nikolai Hlubek; Tim Häntschel; Erhard Rahm (INDIN, 2023)