[HTML][HTML] Synthetic population and travel demand for Paris and Île-de-France based on open and publicly available data
Synthetic populations of travelers and their detailed mobility behavior are an important basis
for agent-based transport simulations, which are increasingly used in transport planning and …
for agent-based transport simulations, which are increasingly used in transport planning and …
Quantitative analysis for resilience-based urban rail systems: A hybrid knowledge-based and data-driven approach
The rapid expansions of urban rail networks are faced with the growing number of
disruptions caused by the complex rail signaling systems, incorrect driving behaviors, and …
disruptions caused by the complex rail signaling systems, incorrect driving behaviors, and …
Systematic review of generative modelling tools and utility metrics for fully synthetic tabular data
Sharing data with third parties is essential for advancing science, but it is becoming more
and more difficult with the rise of data protection regulations, ethical restrictions, and growing …
and more difficult with the rise of data protection regulations, ethical restrictions, and growing …
Generation of synthetic populations in social simulations: a review of methods and practices
With the aim of building realistic model of social systems, designers of agent-based models
tend to incorporate more and more data and this data is of course having an impact on their …
tend to incorporate more and more data and this data is of course having an impact on their …
Assessing the impacts of automated mobility-on-demand through agent-based simulation: A study of Singapore
The advent of autonomous vehicle technologies and the emergence of new ride-sourcing
business models has spurred interest in Automated Mobility-on-Demand (AMOD) as a …
business models has spurred interest in Automated Mobility-on-Demand (AMOD) as a …
Urban flood risk differentiation under land use scenario simulation
The frequent urban floods have seriously affected the regional sustainable development in
recent years. It is significant to understand the characteristics of urban flood risk and …
recent years. It is significant to understand the characteristics of urban flood risk and …
Enhancing population data granularity: A comprehensive approach using lidar, poi, and quadratic programming
This research presents a sophisticated framework for the precise downscaling of population
data from census blocks to individual residential units, employing an integration of housing …
data from census blocks to individual residential units, employing an integration of housing …
Evaluating resilience in urban transportation systems for sustainability: A systems-based Bayesian network model
This paper proposes a hierarchical Bayesian network model (BNM) to quantitatively
evaluate the resilience of urban transportation systems. Based on systemic thinking and …
evaluate the resilience of urban transportation systems. Based on systemic thinking and …
[HTML][HTML] Examining the effects of Automated Mobility-on-Demand services on public transport systems using an agent-based simulation approach
Several cities worldwide have been attempting to adopt “car-lite” policies to reduce traffic
congestion and urban pollution. In addition to measures such as re-designing …
congestion and urban pollution. In addition to measures such as re-designing …
How to generate micro-agents? A deep generative modeling approach to population synthesis
Population synthesis is concerned with the generation of synthetic yet realistic
representations of populations. It is a fundamental problem in the modeling of transportation …
representations of populations. It is a fundamental problem in the modeling of transportation …