This paper introduces FairSCOSCA, a fairness-enhancing extension to SCOOTS/SCATS traffic light controllers, featuring two novel yet practical design adaptations: (1) green phase optimization incorporating cumulative waiting times, and (2) early termination of underutilized green phases.

This is a fairness-enhancing, coordinated ramp metering controller developed for a publication in the conference "IEEE FISTS 2026" in Cairo, Egypt.

Budget impact model for IXA-001 in resistant hypertension. Features population funnel analysis, uptake scenarios, secondary HTN etiology stratification, and interactive Streamlit dashboard with Excel exports.

Environmental policy analysis platform

Vehicle Trip Reconstruction Using Non-Aggregated, Timestamped, Loop-Detector Event Data

This is a full code replication of the study "Coordinated Ramp Metering with Equity Consideration Using Reinforcement Learning".

Cost-effectiveness microsimulation model for IXA-001 (aldosterone synthase inhibitor) vs Spironolactone in resistant hypertension. Features dual-branch phenotyping, PA risk modifiers, AF tracking, and interactive Streamlit dashboard.

sumoITScontrol is an open-source Python framework that provides a standardized collection of established traffic controllers for the SUMO simulator for signal control and freeway ramp metering algorithms. It enables reproducible, variance-aware benchmarking of intelligent traffic control methods through consistent implementations.

Source code for PolicyEngine-UK

The Urban Priority Pass is a fairness-enhancing traffic light controller that leverages auctions and prioritization at signalized intersections. This is the online repository to the publication in "Transportation Research Interdiscplinary Perspectives".

[FR] Modèle de microsimulation OpenFisca dédié aux dotations de l'État aux collectivités territoriales. [EN] OpenFisca tax and benefit system for France State endowments to local authorities.

EQ-ALINEA is a fairness-enhacing ramp metering controller for sustainable metropolitan highways.

Green-Pressure – A Weighted Queue-Length Approach Towards Sustainable Intersection Management

A novel modification to existing k-shortest path algorithms which re-routes drivers with regard to reducing average travel time whilst maintaining fairness

Res-IRF version 4.0

This is the full code and data for the study "Simulation study reproducibility - an inventory & recommendations for the field of transportation", published in the journal "European Transportation Research Review".

sumo3Dviz is a lightweight, open-source 3D visualisation pipeline for SUMO traffic simulations. It converts standard SUMO simulation outputs, such as vehicle trajectories and signal states, into high-quality 3D renderings using a Python-based framework.

Simulation of Traffic Flow using Rule Based Microsimulation on two-lane freeway. Parallel Computing Using MPI implented in python. ITB Computational Science 2019

A project to develop a benchmarked general-purpose dataset for tax reform impact analysis.