mobility-modeling

Monaco SUMO Traffic (MoST) Scenario

[NAACL 2025] AgentMove: A Large Language Model based Agentic Framework for Zero-shot Next Location Prediction.

simobility - light-weight mobility simulation framework. Best for quick prototyping

An Activity-based Multi-modal Mobility Scenario Generator for SUMO. This project is available in the Eclipse SUMO contributed tools section (https://github.com/eclipse/sumo/tree/master/tools/contributed) under the name SAGA (SUMO Activity GenerAtion).

LSTM Mobility Model implementation using Tensorflow

Python Parking Monitoring Library for SUMO

Autonomous Mobility-on-Demand Simulation

PyTorch implementation of MobilityGPT model: https://arxiv.org/abs/2402.03264

Codebase for SIGSPATIAL ARIC 2020: Data-Driven Mobility Models for COVID-19 Simulation

Orderd logit model based on the Mobility and Transport Microcensus 2015 explaining the number of trips (from home to work for now) in Switzerland.

An exhaustive physics-based mobility audit suite mapping the resistive "friction" between diverse pedestrian personas and systemic infrastructure neglect. Developed as a high-fidelity proof of concept for the Yeshwantpur-Mathikere region, we aim to expand this into a scalable advocacy interface for a more data-driven approach to urban remediation.

Agent-Based Simulation of Mixed Autonomous and Human-Driven Vehicle Traffic. current configuration is inaccurate.

Sadie: Stochastic Agents in DIscrete time and Euclidean space

A Python library for the generation of mobility maps and optimal routes for ground vehicles

Powering the data and routing models behind Para PH. This repository handles real-world commute tracking, GTFS data processing, and ML model development to build better transit routing systems.

A custom taxonomy-driven GraphSAGE framework for population-scale POI co-visitation prediction. Features multi-modal node/edge embeddings integrating NAICS business classification taxonomy, deep edge regression pipelines, and advanced loss function optimization for extreme class imbalance.