MapAI Urban Futures
Co-designs territory-aware machine learning, digital twin layers, and explainable dashboards that planners use for infrastructure, housing, and precinct strategy.
Spatial AI · Digital twins · Policy-ready tools
Projects
Co-designs territory-aware machine learning, digital twin layers, and explainable dashboards that planners use for infrastructure, housing, and precinct strategy.
Spatial AI · Digital twins · Policy-ready tools
Extends game theory to modern datasets, producing forecasting systems that surface incentives and fairness when automating land-use or transport decisions.
Mechanism design · Learning · Transparency
Helps the NSW Department of Planning pair advanced housing data with affordability metrics through the HAL initiative backed by the Chief Scientist’s grant.
Housing policy · Data storytelling · Evidence
Develops protocols for public consultations, documentation, and audit trails so every research pilot meets community and regulatory expectations.
Governance · Ethics · Community engagement
Publications
Partners
Seeks to translate research into action through partnerships across UNSW, government agencies, and civic organisations responding to questions about equitable AI, housing, and urban futures.