GVCdtLab was born out of the need for a holistic, dynamic view of economic activity and to close evidence gaps in economic and transportation policy. At the heart of our approach lies the use of data science to help decision-makers understand the complexities of interconnected economies.
GVCdtLab is an initiative by CIRANO, a nonprofit research organization, created in 2023 to develop research-based solutions that address the divide in trade and transportation data, particularly in the St. Lawrence – Great Lakes region. The lab brings together academics, researchers and policy makers who apply cross-disciplinary data science methods to develop original data, indicators and measures that improve supply chain visibility across commodities and modes.
The SLGL dataHub is our first project, showcasing the role of digital twins by integrating myriad data streams on trade and transportation to dynamically visualize shifting networks of interconnectedness beyond political borders.
With a change in perspective, we can better navigate the complexities of globalization in an increasingly uncertain world.
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Supporting sustainable development
Our overarching research agenda aligns with the United Nations’ Sustainable Development Goals (SDGs), particularly SDG 9, SDG 12 and SDG 13. Our aim is to bolster policymaking as governments take action in the broader context of transport infrastructure investments, effective utilization of resources and action against climate change. Through our efforts, we strive to create a lasting positive impact, advancing the well-being of communities and contributing to a sustainable future for the benefit of all.
Click on the above icons to learn more about the SDGs.
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Meet our people
GVCdtLab is built on a foundation of multidisciplinary collaboration, uniting experts from diverse fields to address the most pressing economic and transportation issues in the bi-national St. Lawrence – Great Lakes region. Our lab brings together economists, transportation engineers, data scientists and policy experts to create innovative solutions that enable data-driven decision making.
Thierry Warin
Principal Investigator
Martin Trépanier
Co-Principal Investigator
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Thierry leads the application of data science methodologies to study global transformations and economic dynamics
Martin brings valuable insights on transportation research that complement the lab’s economic research and analysis
Molivann Panot
Project Director
Sarah Elimam
Academic Partnerships and Special Projects
Molivann is in charge of operationalizing the lab’s vision and coordinates its functioning and research activities
Sarah is in charge of the liaison between the lab and our partners while also managing the lab’s scientific activities
Aïchata Kone
Research Professional
Jeremy Schneider
Research Professional
Aïchata develops and maintains the lab’s digital twin technology and data science methodologies for the production of original research
Jeremy develops and maintains the lab’s digital twin technology and data science methodologies for the production of original research
Thibault Senegas
Data Scientist
Bilal Siddika
Research Professional
Thibault develops and maintains the lab’s digital twin technology and data science methodologies for the production of original research
Bilal manages the lab’s scientific communications and applies its output to produce pertinent insights for research and policymaking
Lucien Chaffa
Postdoctoral Fellow
Igor Sadoune
Postdoctoral Fellow
Lucien investigates the interactions and dynamics between firms, key infrastructure and supply chains using data science methods
Igor is an AI researcher specializing in public policy and decision-making, developing reinforcement learning solutions for trade policy
Adam Touré
Postdoctoral Fellow
Adam studies the interplay between time and trade at a granular scale using the lab’s data science tools and methodologies
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Executive committee
Nathalie de Marcellis-Warin
CEO – CIRANO
Christian Dea
Chief Economist – Transport Canada
Lindsay Robles
Director – Canadian Centre on Transportation Data
Martin Trépanier
Director – CIRRELT
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Scientific committee
Loubna Benabbou
Researcher
Julien Martin
CIRANO Researcher and Fellow
Martin Trépanier
Researcher
Thierry Warin
CIRANO Researcher and Fellow
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Affiliated researchers
Lucian Cernat
CIRANO Associate Researcher and Fellow
Nathalie de Marcellis-Warin
CIRANO Researcher and Fellow
Alain Dudoit
CIRANO Invited Fellow
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Marcelin Joanis
CIRANO Researcher and Fellow
Patrick Leblond
CIRANO Researcher and Fellow
Florian Mayneris
CIRANO Researcher and Fellow
Jean-Philippe Meloche
CIRANO Researcher and Fellow
Stéphane Paquin
CIRANO Researcher
Ingrid Peignier
Senior Director of Partnerships and Research Valorization
Dalibor Stevanovic
CIRANO Researcher and Fellow
Ari Van Assche
CIRANO Researcher and Fellow
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Our partners
This initiative has been made possible through funding from Transport Canada’s National Trade Corridors Fund, complemented by grants from other provincial programs and partners.
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Innovation centre & industry association
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Research centres
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Universities
