This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic papers, AI lab and dataset etc.

Vehicular traffic flow simulator in road network, written in pure Python

The vehicle orientation dataset is a large-scale dataset containing more than one million annotations for vehicle detection with simultaneous orientation classification using a standard object detection network.

Organize some grid-based traffic flow datasets, mainly New York City bicycle and taxi data

Using reinforcement learning and genetic algorithms to improve traffic flow and reduce vehicle waiting times in a single-lane two-way junction simulator by coordinating traffic signal schedules.

This repository contains software for multi-agent simulation model of mixed traffic flow of connected (HVs) and automated vehicles (AVs) in Python using pygame, matplotlib, numpy, scipy and seaborn libraries. The software is capable of simulating many different cases of traffic flow and creates data files and figures for the purpose of analysis.

This repository contains software for multi-agent simulation model of mixed traffic flow of connected (HVs) and automated vehicles (AVs) in Python using pygame, matplotlib, numpy, scipy and seaborn libraries. The software is capable of simulating many different cases of traffic flow and creates data files and figures for the purpose of analysis. Currently I am working on making the front end of the software more user friendly for potential commercialization.

MCM 2017

Implementation of a multi-agent system for the modeling of carpooling in a city with one-way streets. Used Python and the Mesa package for multi-agent modeling.

Traffic Flow Prediction using LSTM and GRU implemented using Noisy Activation Functions

interactive demonstration of fundamentals of traffic flow and simulation on the web

sharing traffic data for our research direction, there have traffic speed, flow, incident, etc,.

Connected & Automated Vehicles (CAV) Traffic Simulator created using Python and ChatGPT.

My academic project :- optimization of green signal timings of traffic light controllers using firefly algorithm

Official repo for the following paper: Traffic Forecasting on New Roads Unseen in the Training Data Using Spatial Contrastive Pre-Training (SCPT) (ECML PKDD DAMI '23)

Computational Transportation Science (CTS) resources for everyone!

This project provides an integrated environment with tools to study traffic flow in Teatinos, Málaga. It automatically collects, refines, and stores traffic information for effective historical analysis. Additionally, it uses an Agent-Based Model (ABM) to simulate traffic behavior.

Repository for degree project: "Machine Learning-Based Data-Driven Traffic Flow Estimation from Mobile Data". Conducted at Research Institutes of Sweden (RISE).

Simulation for superblocks urbanism model.

Система моделирования работы автозаправочной станции. Система моделирования работы газовоздушного тракта котельной. Плагин коричневых знаков для ГИС

Calibration-free traffic state estimation method using detectors and connected vehicles data

Optimizing traffic signals based on Cell Transmission Model

This project aims to reveal the internal structure of a typical spatiotemporal dataset—the PeMs dataset—to help scholars explore the PeMs dataset in depth. This project uses the classic PeMs08 dataset as an example to conduct data analysis and visualization.

gRPC server for MicroTrafficSim

No description provided.

Central repository for work related to Master's thesis research

Ambient Sensorization Techniques to monitor the traffic flow in Braga

Flow traffic data for several congestion events occurring in the region of Tyne and Wear in the year of 2018.

SocialMeta 2023 Workshop Paper: Network Traffic in the Metaverse: The Case of Social VR

All the Python codes and files I used for my UIUC M.S. Thesis in Evaluating Control Strategies for AVs