2016 to 2020
i-CAVE
NWO research program | Doctoral researcher. Learning- and optimization-based dynamic fleet management for autonomous mobility-on-demand.
Research programs
2020 to 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 whether information reduction can lower computational and energy costs 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.