Our research spans adaptive mobility systems, digital twins, AI for transport, public transport and rail systems, and planning under deep uncertainty. For a complete and up-to-date list of publications, please visit our Google Scholar profile. A broader record of publications and academic outputs is also available via the KTH profile page.
Selected Publications
Below is a selected list of recent and representative publications.
- A foundational individual mobility prediction model based on open-source large language models. Transportation Research Part C: Emerging Technologies, 2026.
- A review of knowledge graph construction using large language models in transportation: Problems, methods, and challenges. Transportation Research Part C: Emerging Technologies, 2026.
- Agentic Large Language Models for day-to-day route choices. Transportation Research Part C: Emerging Technologies, 2025.
- Mobility knowledge graph: review and its application in public transport. Transportation, 2025.
- A choice-based optimization approach for service operations in multimodal mobility systems. Transportation Research Part C: Emerging Technologies, 2025.
- Personalised passenger information systems in public transport: a review and a 5-level personalisation taxonomy. Transport Reviews, 2025.
- A Reverse Auction-Based Individualized Incentive System for Transit Mobility Management. IEEE Transactions on Intelligent Transportation Systems, 2024.
- A review of data-driven approaches to predict train delays. Transportation Research Part C: Emerging Technologies, 2023.