2025. Global comparative study of cities through CHOAMS, a nonlinear urban design framework that can support better urban investment schemes while avoiding urban fragmentation. Proceedings of Smart and Sustainable Built Environment Conference Series. 2025, (Dec. 2025), 531–536. DOI:https://doi.org/10.66408/sasbe.2025.2776.