3 papers
cs.CE2025
Machine Learning Surrogates for Optimizing Transportation Policies with Agent-Based Models
Elena Natterer, Roman Engelhardt, Sebastian Hörl +1
Rapid urbanization and growing urban populations worldwide present significant challenges for cities, including increased traffic congestion and air pollution. Effective strategies…
cs.CE2024
Effects of the Plan Vélo I and II on vehicular flow in Paris -- An Empirical Analysis
Elena Natterer, Allister Loder, Klaus Bogenberger
In recent years, Paris, France, transformed its transportation infrastructure, marked by a notable reallocation of space away from cars to active modes of transportation. Key initi…
cs.CE2024
Graph Neural Network Approach to Predict the Effects of Road Capacity Reduction Policies: A Case Study for Paris, France
Elena Natterer, Roman Engelhardt, Sebastian Hörl +1
Rapid urbanization and growing urban populations worldwide present significant challenges for cities, including increased traffic congestion and air pollution. Effective strategies…