Environmental Data Collection as a Byproduct for Autonomous Ride-Hailing Services. - Leonie Frantzen; Patrick Liedtke; Timo Graen; Andrea Fiege; Michael Nolting; Wolfgang Nejdl (ITSC, 2021)

Reinforcement Learning-based Placement of Charging Stations in Urban Road Networks. - Leonie von Wahl; Nicolas Tempelmeier; Ashutosh Sao; Elena Demidova (KDD, 2022)

Towards Data-Driven Planning of Mobile Charging Infrastructure for Electric Vehicles. - Leonie von Wahl; Clara Mautsch; Stefan Ladwig; Michael Nolting; Nicolas Tempelmeier (SuMob@SIGSPATIAL, 2023)

Data Disparity and Temporal Unavailability Aware Asynchronous Federated Learning for Predictive Maintenance on Transportation Fleets. - Leonie von Wahl; Niklas Heidenreich; Prasenjit Mitra; Michael Nolting; Nicolas Tempelmeier (AAAI, 2024)