University of Leeds - Urban Analytics

BusAnalytics

Analysis of public bus transport networks to better understand their importance and impact on society

data-driven-car-following

Development of parametric, deep learning, and reinforcement learning agent-based model of car-following behaviour. The models aim to be data-driven, and take into account the heterogeneity of drivers' behaviour and vehicle types. Potential future applications include investigation of a mixed traffic of human-driven vehicles and autonomous vehicles.

dust

Data Assimilation for Agent-Based Models - A research project at the University of Leeds, funded by the European Research Council

RAMP-UA

rampuaR

R package for RAMP-UA work

SmartSocialCity

StationSim-Java

Agent based model of a train station

stochastic-gp

Exploration of Gaussian processes for emulation of stochastic models

uncertainty

Quantifying uncertainty in agent based models

UTM-Hanoi

Urban Transport Modelling for Sustainable Well-Being in Hanoi

Urban-Analytics/dust

Data Assimilation for Agent-Based Models - A research project at the University of Leeds, funded by the European Research Council

Urban-Analytics/data-driven-car-following

Development of parametric, deep learning, and reinforcement learning agent-based model of car-following behaviour. The models aim to be data-driven, and take into account the heterogeneity of drivers' behaviour and vehicle types. Potential future applications include investigation of a mixed traffic of human-driven vehicles and autonomous vehicles.

Urban-Analytics/RAMP-UA

Urban-Analytics/uncertainty

Quantifying uncertainty in agent based models

Urban-Analytics/rampuaR

R package for RAMP-UA work

Urban-Analytics/SmartSocialCity

Urban-Analytics/StationSim-Java

Agent based model of a train station

Urban-Analytics/stochastic-gp

Exploration of Gaussian processes for emulation of stochastic models

Urban-Analytics/BusAnalytics

Analysis of public bus transport networks to better understand their importance and impact on society

Urban-Analytics/UTM-Hanoi

Urban Transport Modelling for Sustainable Well-Being in Hanoi

Urban-Analytics/AmbPopulation

Documentation related with the Ambient Population LIDA project (2022)

Urban-Analytics/INTEGRATE

Integrated Analysis of Social Media and Hedonic House Prices for Neighbourhood Change. A research project at the University of Leeds, funded by UKRI.