Sara Hsu

Digital twin for city traffic emissions using deep vision and real time monitoring

Urban on-road air pollution remains a pervasive threat to public health, yet its management is fundamentally constrained by a lack of spatiotemporal precision in emission inventories. Conventional inventories rely on static, registration-based proxies that fail to capture the hig...