Initialization of LSTM Networks for Data-Driven Modeling Based on Real-Driving Data. - Timo Hagenbucher; Sasa Milojevic; Michael Grill; André Casal Kulzer (ICAC, 2023)

Data-Driven Modeling Approach for the Virtual Conversion of a Hybridized Passenger Car. - Timo Hagenbucher; Sasa Milojevic; Michael Grill; André Casal Kulzer (CAI, 2023)

Data-Driven Model Categorization: Advancing Physical Systems Analysis Through Graph Neural Networks. - Andrija Grbavac; Martin Angerbauer; Michael Grill; André Casal Kulzer (DATA, 2024)

Compact Autoencoder Architectures for Anomaly Detection in Electric Drivetrain Current Sensors: a Comparative Study. - Johannes Sautter; Markus Frey; Philipp Wagner 007; Gunther Götting; Michael Grill; André Casal Kulzer (CAI, 2025)

Long Short-Term Memory Networks for Data-Driven Modeling of Proton Exchange Membrane Fuel Cell Systems. - Louis Weller; Timo Hagenbucher; Dirk Itzen; Markus Frey; Michael Grill; André Casal Kulzer (CAI, 2025)