{"id":634,"date":"2026-09-18T15:31:11","date_gmt":"2026-09-18T19:31:11","guid":{"rendered":"https:\/\/recherche.cirrelt.ca\/?page_id=634"},"modified":"2026-09-22T11:13:45","modified_gmt":"2026-09-22T15:13:45","slug":"research-themes","status":"publish","type":"page","link":"https:\/\/recherche.cirrelt.ca\/?page_id=634","title":{"rendered":"Research themes"},"content":{"rendered":"\t\t
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Explore Our Research Areas<\/strong><\/span><\/h3>

Dive into CIRRELT\u2019s main research areas and discover the themes, sub-areas and expertise that shape the work of our scientific community.<\/p>

With the research-by-area tool, you can easily identify researchers, projects, publications and topics that match your interests.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\n<\/div>\n

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\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t1 \u2014 Transportation and Networks\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\tThis research area covers the Centre\u2019s main fields of application, representing key and established research themes.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\n<\/div>\n

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\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t2 \u2014 Digital Intelligence\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\tThis research area focuses on methodological approaches in which CIRRELT researchers excel, including data analytics, operations research and artificial intelligence.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\n<\/div>\n

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\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t3 \u2014 Sustainable Transition\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\tThis research area aims to guide transportation and logistics systems toward a sustainable transition that addresses economic, social and environmental challenges.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\n<\/div>\n

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Value Chains <\/div><\/span>\n\t\t\t\t\t\t\t\n\t\t\t<\/path><\/svg><\/span>\n\t\t\t<\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t
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Supply chains. Supply and distribution networks. Vehicle routing: delivery, pickup, on-demand transportation, services, snow removal, etc. Auctions. Location problems. Warehousing and distribution strategies. Urban logistics. Risk management.<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t

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Integrated Planning <\/div><\/span>\n\t\t\t\t\t\t\t\n\t\t\t<\/path><\/svg><\/span>\n\t\t\t<\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t
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Strategic, tactical and operational planning of transportation systems. Demand forecasting models. Supply design for passenger and freight transportation. Rail transportation. Air transportation. Maritime transportation. Physical Internet. Infrastructure. Logistics 4.0. Production planning and scheduling. Intermodal and multimodal transportation. Transportation of hazardous materials.<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t

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Intelligent Mobility <\/div><\/span>\n\t\t\t\t\t\t\t\n\t\t\t<\/path><\/svg><\/span>\n\t\t\t<\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t
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User behaviour modelling. Integration of information technologies. Intelligent transportation systems. Integrated mobility (Mobility as a Service). Micromobility. Shared mobility. Public transportation. Road traffic.<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t

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Data modelling. Optimization of production systems. Telecommunications networks. Traceability. Automation. Connected and intelligent supply chains.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t

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Use of autonomous vehicles. Interaction and integration with current and future systems. Consideration of users and non-users. Integration into supply chains. Material handling. Drones and robots.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\n<\/div>\n

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Data Analytics <\/div><\/span>\n\t\t\t\t\t\t\t\n\t\t\t<\/path><\/svg><\/span>\n\t\t\t<\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t
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Data collection (surveys, sensor technologies, data collection software, etc.). Data preparation (curation, validation, imputation). Data processing methods (tools, databases, geographic information systems). Statistical methods.<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t

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Linear and nonlinear mathematical programming. Stochastic programming. Decomposition methods. Metaheuristics. Discrete-event simulation. Bayesian methods.<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t

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Supervised machine learning. Unsupervised learning. Deep learning. Integration of AI into decision-making. Integration of AI into metaheuristics. Multi-agent approaches.<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t

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Process mapping. Information systems. Data visualization methods. Enterprise management software. Financial engineering. Data interpretation.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\n<\/div>\n

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Sustainable Supply Chains <\/div><\/span>\n\t\t\t\t\t\t\t\n\t\t\t<\/path><\/svg><\/span>\n\t\t\t<\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t
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Cost reduction. Environmental impacts of transportation activities. Reduction of greenhouse gas emissions and pollutants. Transportation electrification. Integration of new energy sources. Sustainable production.<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t

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Reduction of the impacts of passenger transportation, including greenhouse gas emissions, pollution and land use. Accessibility to transportation services. Equity. Active transportation. Teleworking.<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t

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Road Safety <\/div><\/span>\n\t\t\t\t\t\t\t\n\t\t\t<\/path><\/svg><\/span>\n\t\t\t<\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t
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Collection of safety-related data. Accident analysis. Observations and conflicts. Vulnerable road users. Road infrastructure design. Driving behaviour. Driver-assistance technologies.<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t

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Living Environments <\/div><\/span>\n\t\t\t\t\t\t\t\n\t\t\t<\/path><\/svg><\/span>\n\t\t\t<\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t
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Transportation and urban planning. Public health. Neighbourhood planning. Impacts of delivery activities on cities. Social maturity of transportation systems.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t

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Healthcare Systems Logistics <\/div><\/span>\n\t\t\t\t\t\t\t\n\t\t\t<\/path><\/svg><\/span>\n\t\t\t<\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t
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Process improvement in hospitals and clinics. Staff and equipment scheduling. Home-care service routing. Optimization of patient care. Reorganization of healthcare service facilities.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t

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Emergency logistics. Network resilience. Disaster response.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\n<\/div>\n\n<\/div>\n

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Three Research Areas, One Research with Impact<\/strong><\/h2>\n\t\t\t\t
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The three research areas are designed to be closely interconnected through a Venn diagram approach. As a result, each research problem can be addressed through one, two or even all three of these areas.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t

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\n\t\t\t\t\t\t\n\t\t\t\t\t\t\tThree Complementary Dimensions\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\tCIRRELT\u2019s research combines applications, methods and challenges to address research problems from different perspectives and develop solutions adapted to contemporary realities.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t

Applications \u2022 Methods \u2022 Challenges<\/strong><\/h2>\n\t\t\n<\/div>\n\n<\/div>\n
\n \n<\/div>\n\n<\/div>\n\n<\/div>\n\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

Explore Our Research Areas Dive into CIRRELT\u2019s main research areas and discover the themes, sub-areas and expertise that shape the work of our scientific community. With the research-by-area tool, you can easily identify researchers, projects, publications and topics that match your interests. 1 \u2014 Transportation and Networks This research area covers the Centre\u2019s main fields […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-634","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/recherche.cirrelt.ca\/index.php?rest_route=\/wp\/v2\/pages\/634","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/recherche.cirrelt.ca\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/recherche.cirrelt.ca\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/recherche.cirrelt.ca\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/recherche.cirrelt.ca\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=634"}],"version-history":[{"count":7,"href":"https:\/\/recherche.cirrelt.ca\/index.php?rest_route=\/wp\/v2\/pages\/634\/revisions"}],"predecessor-version":[{"id":647,"href":"https:\/\/recherche.cirrelt.ca\/index.php?rest_route=\/wp\/v2\/pages\/634\/revisions\/647"}],"wp:attachment":[{"href":"https:\/\/recherche.cirrelt.ca\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=634"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}