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Innovative Traffic Solutions

Integrating network science and machine learning for advanced urban traffic research and design methodologies.

Traffic Analysis

Innovative methodologies for urban traffic flow research design.

An aerial view of a multi-lane road intersection with several cars in various lanes, some waiting at pedestrian crossings marked by yellow stripes. The scene includes curved and straight road sections, traffic signs, and green patches of grass with trees.
An aerial view of a multi-lane road intersection with several cars in various lanes, some waiting at pedestrian crossings marked by yellow stripes. The scene includes curved and straight road sections, traffic signs, and green patches of grass with trees.
Network Science

Integrating machine learning with transportation engineering techniques.

Traffic congestion on a road during the evening with numerous vehicles halted. A visible overhead sign displays traffic information while cars wait in line. The sky is a deep blue, suggesting an impending nightfall.
Traffic congestion on a road during the evening with numerous vehicles halted. A visible overhead sign displays traffic information while cars wait in line. The sky is a deep blue, suggesting an impending nightfall.
Heavy traffic is observed on a multi-lane urban highway surrounded by brick and concrete buildings. Cars and trucks are positioned bumper-to-bumper, suggesting congestion. Trees without leaves are visible, hinting at a winter season.
Heavy traffic is observed on a multi-lane urban highway surrounded by brick and concrete buildings. Cars and trucks are positioned bumper-to-bumper, suggesting congestion. Trees without leaves are visible, hinting at a winter season.
An aerial view of a busy urban intersection featuring multiple roads and crosswalks. Trams and cars are visible, along with buildings and a water body surrounding the area. The geometry of the roads and the arrangement of vehicles create an organized pattern.
An aerial view of a busy urban intersection featuring multiple roads and crosswalks. Trams and cars are visible, along with buildings and a water body surrounding the area. The geometry of the roads and the arrangement of vehicles create an organized pattern.
Data Collection

High-resolution traffic data capturing urban road network dynamics.

Traffic Research

Innovative methodologies for analyzing urban traffic flow and patterns.

An aerial view of a complex system of highways elegantly weaving through a snow-covered landscape. The roads stretch and curve, guiding a few vehicles amidst the serene winter scenery. A dense urban area and a large body of water are visible in the distance, contrasting with the natural and urban elements.
An aerial view of a complex system of highways elegantly weaving through a snow-covered landscape. The roads stretch and curve, guiding a few vehicles amidst the serene winter scenery. A dense urban area and a large body of water are visible in the distance, contrasting with the natural and urban elements.
An aerial view of a complex highway interchange with several elevated roads crossing each other. Vehicles are seen traveling in both directions, surrounded by green spaces, urban buildings, and parking lots. Trees and vegetation line the roads, suggesting a mix of urban and natural environments.
An aerial view of a complex highway interchange with several elevated roads crossing each other. Vehicles are seen traveling in both directions, surrounded by green spaces, urban buildings, and parking lots. Trees and vegetation line the roads, suggesting a mix of urban and natural environments.
A complex network of elevated highways at night, featuring intertwining loops and illuminated by streetlights. The scene is vibrant with red and blue light trails from moving vehicles, reflecting the busy and dynamic nature of the city.
A complex network of elevated highways at night, featuring intertwining loops and illuminated by streetlights. The scene is vibrant with red and blue light trails from moving vehicles, reflecting the busy and dynamic nature of the city.
An aerial view of a highway interchange with multiple lanes of traffic, including several cars moving in different directions. The roads are elevated and lined with greenery, and there are visible markings on the road indicating lanes and directions.
An aerial view of a highway interchange with multiple lanes of traffic, including several cars moving in different directions. The roads are elevated and lined with greenery, and there are visible markings on the road indicating lanes and directions.
Insights

Innovative research design for urban traffic analysis.

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