Data4UrbanMobility: Towards Holistic Data Analytics for Mobility Applications in Urban Regions. - Nicolas Tempelmeier; Yannick Rietz; Iryna V. Lishchuk; Tina Kruegel; Olaf Mumm; Vanessa Miriam Carlow; Stefan Dietze; Elena Demidova (WWW (Companion Volume), 2019)

Identifying Streetscape Features Using VHR Imagery and Deep Learning Applications. - Deepank Verma; Olaf Mumm; Vanessa Miriam Carlow (Remote. Sens., 2021)

Exploration of latent space of LOD2 GML dataset to identify similar buildings. - Deepank Verma; Olaf Mumm; Vanessa Miriam Carlow (CoRR, 2022)

Generative agents in the streets: Exploring the use of Large Language Models (LLMs) in collecting urban perceptions. - Deepank Verma; Olaf Mumm; Vanessa Miriam Carlow (CoRR, 2023)