M. (Marco) Rinaldi
M. (Marco) Rinaldi
Profile
Biography
Marco Rinaldi (1985) is assistant professor in Advanced Traffic Management at the Delft University of Technology. He studied Computer and Automation Engineering and completed is PhD research in 2016 on Information collection and Decomposition schemes for Network Traffic Management at the KU Leuven. Between 2016 and 2020 he worked with the University of Luxembourg, researching the impact of fleet electrification for Public Transport operations and tactic management.
His research involves computational modelling and problem-solving for Multimodal Traffic Management, investigating aspects of data collection, availabilty and processing, as well as applications of novel techniques (AI) for fast, responsive and resilient decision support systems.
He is currently involved in the following research projects:
- H2020-DIT4TraM
- HE-ACUMEN
- NWO-XCARCITY
- Delft AI Labs - XAIT
- RWS - Promotie AI in Netwerkmanagement
Within the TU Delft he co-leads the AI for Mobility Lab, investigating how digitalisation and AI can help address key transportation challenges, such as accessibility, sustainability, safety and efficiency.
Marco is a standing member of the Traffic Flow Theory and Characteristics (ACP50) international committee, dealing with novel traffic modelling challenges. He serves as scientific committee member or program committee member in numerous transportation conferences (hEART, IEEE-ITSC, MFTS, ISTTT, ...).
Expertise
Publications
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2024
Understanding physical distancing compliance behaviour using proximity and survey data
A case study in the Netherlands during the COVID-19 pandemic
Lucia Van Schaik / Dorine Duives / Sascha Hoogendoorn-Lanser / Jan Willem Hoekstra / Winnie Daamen / Alexandra Gavriilidou / Panchamy Krishnakumari / Marco Rinaldi / Serge Hoogendoorn -
2023
Dynamic Geo-Fencing for Polycentric Congestion Management
A Simulation-Based Analysis
Nirvana Pecorari / Marco Rinaldi / Serge Hoogendoorn -
2022
A topological approach for identifying pricing controller locations to ensure controllability of transportation networks
Xavier Mazur / Marco Rinaldi / Richard D. Connors / Francesco Viti
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2022
Markov Modulated Process to Model Human Mobility
Brian Chang / Liufei Yang / Mattia Sensi / Massimo A. Achterberg / Fenghua Wang / Marco Rinaldi / Piet Van Mieghem
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2021
A holding control strategy for diverging bus lines
Georgios Laskaris / Oded Cats / Erik Jenelius / Marco Rinaldi / Francesco Viti
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Courses 2024
- Intelligent Vehicles for…
- Traffic Flows and Management
- Traffic flow modelling and…
- Mobility management system -…
- Regions, transport and…
- Wegverkeersystemen
- Transport Networks and…
- Advanced Data Science for…
- Traffic flow modelling and…
- Traffic Flows and Management
- Mobility management system -…
Courses 2023
Ancillary activities
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2024-01-01 - 2025-01-01