AI for Urban Flows


Generative models and neural architectures for urban winds

This section collects all the research done by our group regarding machine learning models, generative AI, and data assimilation applied to urban wind environments.

From Sensors to 3D Reconstruction

Category: AI & Data-Driven Models

Low-cost reconstruction of full 3D urban flow and pollutant fields from sparse sensor information using lcSVD and lcHOSVD.

Miniature
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Modeling complex urban flows with generative AI

Category: AI & Data-Driven Models

Geometry-aware flow generation and sensor-informed data assimilation for urban wind fields.

Miniature
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