Redefining Multimodal Microscopic Traffic Modeling with Information‐Theoretic Influence Areas and Self‐Supervised Learning
Physica A: Statistical Mechanics and its Applications, 682, Article 131151, 2025
Projects
Publications
Mixed traffic microscopic interactions modelling in shared space using machine learning
Advances in Transportation Studies 65, 2025
Empirical investigation of shared space traffic: A comparison to conventional urban road environment
International Journal of Transportation Science and Technology 15, 122-135, 2023
A Deep Learning Framework For Modeling Pedestrian–Vehicle Interactions In Shared Space
8th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), IEEE, 2023
Shared space multi-modal traffic modeling using LSTM networks with repulsion map and an intention-based multi-loss function
Transportation Research Part C: Emerging Technologies 150, 104104, 2023
