Florian Westphal

Westphal, F., Lidberg, W., Busarello, M., Ågren, A. (2025). Uncertainty quantification for LiDAR-based maps of ditches and natural streams Environmental Modelling & Software, 191. More information

Busarello, M., Ågren, A., Westphal, F., Lidberg, W. (2025). Automatic detection of ditches and natural streams from digital elevation models using deep learning Computers & Geosciences, 196. More information

Lin, Y., Lidberg, W., Karlsson, C., Sohlenius, G., Westphal, F., Larson, J., Ågren, A. (2025). Mapping soil parent materials in a previously glaciated landscape: Potential for a machine learning approach for detailed nationwide mapping Geoderma Regional, 40. More information

Lidberg, W., Westphal, F., Brax, C., Sandström, C., Östlund, L. (2024). Detection of Hunting Pits using Airborne Laser Scanning and Deep Learning Journal of field archaeology, 49(6), 395-405. More information

Flyckt, J., Andersson, F., Westphal, F., Mansson, A., Lavesson, N. (2023). Explaining rifle shooting factors through multi-sensor body tracking Intelligent Data Analysis, 27(2), 535-554. More information

Sadri, H., Yitmen, I., Tagliabue, L., Westphal, F., Tezel, A., Taheri, A., Sibenik, G. (2023). Integration of Blockchain and Digital Twins in the Smart Built Environment Adopting Disruptive Technologies—A Systematic Review. More information

Lidberg, W. Paul, S. Westphal, F. Richter, K. Lavesson, N. Melniks, R. , ... agren A. (2023). Mapping Drainage Ditches in Forested Landscapes Using Deep Learning and Aerial Laser Scanning Journal of irrigation and drainage engineering, 149(3). More information

Laudon, H. Lidberg, W. Sponseller, R. Hasselquist, E. Westphal, F. Ostlund, L. , ... Agren A. (2022). Emerging technology can guide ecosystem restoration for future water security Hydrological Processes, 36(10). More information

Pettersson, M., Westphal, F., Riveiro, M. (2026). Automated decision-making via reinforcement learning from demonstrations. Cham: Springer, 22nd International Conference, MDAI 2025, València, Spain, September 15–18, 2025. More information

Pettersson, M., Westphal, F., Riveiro, M. (2024). Exploring demonstration pre-training with improved Deep Q-learning. Linköping: Linköping University Electronic Press, 14th Scandinavian Conference on Artificial Intelligence, SCAI 2024: June 10-11, 2024, Jönköping, Sweden. More information

Tan, H., Westphal, F. (2024). A Semantic Representation of Pedestrian Crossing Behavior. Joint of the ESWC 2024 Workshops and Tutorials, ESWC-JP 2024 Hersonissos 26 May 2024 through 27 May 2024. More information

Sadri, H., Yitmen, I., Tagliabue, L., Westphal, F. (2023). A Conceptual Framework For Blockchain and Ai-Driven Digital Twins For Predictive Operation and Maintenance. 2023 European Conference on Computing in Construction and Summer School 2023 CIB W78 40th International Conference and Charles M. Eastman PhD Award Heraklion 10 July 2023 through 12 July 2023. More information

Li, Z., Tan, H., Westphal, F., Jarfors, A., Jansson, P., Lattanzi, L. . The challenges and opportunities for automated phase fraction analysis: A case study of color etching cast aluminium. More information

Westphal, F., Peretz-Andersson, E., Riveiro, M., Bach, K., Heintz, F. (Eds.). (2024). 14th Scandinavian Conference on Artificial Intelligence, SCAI 2024: June 10-11, 2024, Jönköping, Sweden. , Linköping: Linköping University Electronic Press More information