TransWorldNG: Traffic simulation via foundation model
Traffic simulation is a crucial tool for transportation decision-making and policy development.
However, achieving realistic simulations in the face of the high dimensionality and …
However, achieving realistic simulations in the face of the high dimensionality and …
Cblab: Scalable traffic simulation with enriched data supporting
Traffic simulation provides interactive data for the optimization of traffic policies. However,
existing traffic simulators are limited by their lack of scalability and shortage in input data …
existing traffic simulators are limited by their lack of scalability and shortage in input data …
Cblab: Supporting the training of large-scale traffic control policies with scalable traffic simulation
Traffic simulation provides interactive data for the optimization of traffic control policies.
However, existing traffic simulators are limited by their lack of scalability and shortage in …
However, existing traffic simulators are limited by their lack of scalability and shortage in …
LimSim: A long-term interactive multi-scenario traffic simulator
With the growing popularity of digital twin and autonomous driving in transportation, the
demand for simulation systems capable of generating high-fidelity and reliable scenarios is …
demand for simulation systems capable of generating high-fidelity and reliable scenarios is …
Building a large-scale microscopic road network traffic simulator in apache spark
Road network traffic data has been widely studied by researchers and practitioners in
different areas such as urban planning, traffic prediction, and spatial-temporal databases …
different areas such as urban planning, traffic prediction, and spatial-temporal databases …
Large-scale traffic simulation tools for planning and operations management
R Balakrishna, D Morgan, H Slavin, Q Yang - IFAC Proceedings Volumes, 2009 - Elsevier
Traffic simulation tools are becoming increasingly popular for evaluating short-term
transportation planning and traffic operations management strategies. Planners and …
transportation planning and traffic operations management strategies. Planners and …
AUTOSIM: automated urban traffic operation simulation via meta-learning
Online traffic simulation that feeds from online information to simulate vehicle movement in
real-time has recently seen substantial advancement in the development of intelligent …
real-time has recently seen substantial advancement in the development of intelligent …
Dissecting geosparksim: a scalable microscopic road network traffic simulator in apache spark
Researchers and practitioners have widely studied road network traffic data in different
areas such as urban planning, traffic prediction and spatial-temporal databases. For …
areas such as urban planning, traffic prediction and spatial-temporal databases. For …
Building transportation foundation model via generative graph transformer
In recent years, researchers have made notable advancements in various disciplines using
large-scale foundation models. However, foundation models in the transportation system …
large-scale foundation models. However, foundation models in the transportation system …
TraffSim--A Traffic Simulator for Investigating Benefits Ensuing from Intelligent Traffic Management
C Backfrieder, CF Mecklenbräuker… - 2013 European …, 2013 - ieeexplore.ieee.org
With our interest to reduce traffic congestion, simulations are necessary to investigate how to
achieve this goal. Because of the difficulty of real-time experiments, traffic simulators are a …
achieve this goal. Because of the difficulty of real-time experiments, traffic simulators are a …