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2026
- Machine learning in pedestrian and evacuation dynamics for the built environment: A systematic literature review. Safety Science 198, 2026, 107143 mehr…
2025
- Critical area prediction in train stations using interactive object detection with Detection Transformer. Engineering Applications of Artificial Intelligence 159, 2025, 111532 mehr…
- Graph Neural Networks for Building Evacuation Prediction. Proc. of the 32nd Int. Conference on Intelligent Computing in Engineering (EG-ICE), 2025 mehr…
2024
- A Comparative Study of Deep Learning and Evac4BIM in Building Evacuation Design. Proceedings of 35. Forum Bauinformatik, 2024 mehr…
- Integrating Pedestrian Simulation into Early Building Design: A Deep Learning Approach for Trajectory Prediction. i3CE 2024: 2024 ASCE International Conference on Computing in Civil Engineering, 2024 mehr…
- Domain-specific fine-tuning of LLM for material matching of BIM elements and Material Passports. Proc. of 2024 ASCE International Conference on Computing in Civil Engineering, 2024 mehr…
2023
- Towards predicting Pedestrian Evacuation Time and Density from Floorplans using a Vision Transformer. Proc. of the 30th Int. Conference on Intelligent Computing in Engineering (EG-ICE), 2023 mehr…