URBAN
PINN.
Micro-Climate CFD Simulator
Simulation Active
Manhattan Grid Inference
Identifies streets and corridors where tall buildings channel and predictably accelerate wind, highlighting areas that may spawn uncomfortable or dangerous 'wind tunnels' for pedestrians.
Detects 'dead zones' behind large building clusters with very low wind velocities. These areas typically trap vehicle emissions, smog, and summer heat, severely decreasing local air quality.
Helps visualize the best locations for outdoor seating, parks, or safe pedestrian crossings by mapping zones that consistently maintain comfortable wind speeds and aerodynamic pressures.
Exposes how the lack of ventilation and dense concrete placement cause localized thermal hotspots. Pinpoints precise locations requiring shade trees, green roofs, or better structural airflow.
Demonstrates how inserting a new high-rise building completely alters the surrounding neighborhood's micro-climate. Empowers architects to test aerodynamic shapes before pouring concrete.
URBAN
PINN.
Micro-Climate CFD Simulator
Identifies streets and corridors where tall buildings channel and predictably accelerate wind, highlighting areas that may spawn uncomfortable or dangerous 'wind tunnels' for pedestrians.
Detects 'dead zones' behind large building clusters with very low wind velocities. These areas typically trap vehicle emissions, smog, and summer heat, severely decreasing local air quality.
Helps visualize the best locations for outdoor seating, parks, or safe pedestrian crossings by mapping zones that consistently maintain comfortable wind speeds and aerodynamic pressures.
Exposes how the lack of ventilation and dense concrete placement cause localized thermal hotspots. Pinpoints precise locations requiring shade trees, green roofs, or better structural airflow.
Simulation Active
Manhattan Grid Inference
URBAN PINN
Micro-climate CFD Simulator
Demonstrates how inserting a new high-rise building completely alters the surrounding neighborhood's micro-climate. Empowers architects to test aerodynamic shapes before pouring concrete.