urban-simulation

Python framework for integrating geospatial data, 3D city modeling, and urban simulation.

GUI tool for creating simulation scenarios with Carla simulator

Modeling of urban form based on the 'Beady Ring' model (Hillier & Hanson, 1984) using deep reinforcement learning.

Dubai-focused synthetic persona generation using DAG-based probabilistic sampling — fork of MatrAIx (arXiv:2608.04205). 48 dimensions across residency, employment, housing, culture, digital behavior, and health. 1M personas calibrated against DSC, DHA, RTA, KHDA, and GMI data sources.

UrbanWorldModel, UrbanSim WM is a DreamerV3-style world model for simulating city-scale air quality, energy, and mobility under policy interventions. It provides a Dockerized FastAPI + Next.js app with WAQI ETL integration, real-time PM2.5 inference, interactive charts, and a training pipeline in PyTorch.

CMGNN: Multi-modal Graph Neural Network for Shenyang urban carbon emission, temperature, and wind field 3D simulation

Generative Satellite Vision for simulating future urban morphology using AI and satellite imagery

Projekt zrealizowałem w trakcie studiów w ramach pracy dyplomowej magisterskiej. Celem projektu było napisanie oprogramowania obliczającego dynamiczną macierz przepływu na podstawie natężeń ruchu. Informacje na temat zasady działania oprogramowania oraz wyniki badań znajdują się w pracy magisterskiej https://github.com/robert-czwartosz/estymacja…

Agent-Based Model simulating daily urban routines to measure how green space density influences the growth of agents’ nature connectedness.