2016–2020
i-CAVE
NWO research program · Doctoral researcher. Learning- and optimization-based dynamic fleet management for autonomous mobility-on-demand.
Research programs
2020–2022
TRiLOGy: Integrated water–land transportation
NWO research program · Postdoctoral researcher. Stochastic and dynamic fleet management for integrated water–land transportation systems.
Funded 2026
Reducing the Energy Cost of AI in High-Stakes Systems
Energy Efficient Computing call · Contributor for logistics and transportation applications. Fernando Castor and Marcos Machado are the project PIs. The project investigates information reduction as a way to lower computational and energy cost while retaining useful predictive performance.
Working drafts
NoteStatus convention
Submitted and Under review are used only when a manuscript has an identified submission venue. Draft means the study is ongoing, exploratory, or not yet submitted. Draft records remain here so their status can be updated when a manuscript is submitted or published.
Draft · Water
Energy-aware fleet management for water mobility
Draft-stage collaboration with Bilge Atasoy on operational policies that connect vessel speed, energy use, waiting, and service performance under dynamic demand.
Draft · Indoor
Energy management in robotic dark warehouses
Draft-stage work with Stephan Meisel on task, movement, waiting, and charging decisions for autonomous mobile robots in fully automated warehouses.
Draft · Air · Land
Drone delivery under uncertainty and cross-platform collaboration
Draft-stage research with Abolfazl Maleki, Amin Asadi, Erwin Hans, and Derya Demirtas on multi-level healthcare delivery decisions and collaboration between drones and complementary delivery modes.
Draft · Land
Vehicle routing with multi-day delivery options
Draft-stage work with Berry Gerrits on routing decisions when customers can be served across multiple eligible delivery days.
Draft · Water · Land
Synchronization in two-echelon waterborne transport
Draft-stage work with Cigdem Karademir and Bilge Atasoy on synchronized routing and timing in integrated waterborne and land-based transport systems.
Publication and profile records
Peer-reviewed work is listed separately under Publications. The University of Twente research profile and Google Scholar provide the complete current institutional and citation records.