URBAN
PINN.

Micro-Climate CFD Simulator

Simulation Active

Manhattan Grid Inference

LAT: 40.7128° NLONG: 74.0060° W
Urban Canyon Effect (Wind Tunnels)

Identifies streets and corridors where tall buildings channel and predictably accelerate wind, highlighting areas that may spawn uncomfortable or dangerous 'wind tunnels' for pedestrians.

Stagnation & Pollution Traps

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.

Pedestrian Comfort Zones

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.

Urban Heat Islands

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.

Architectural Impact

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.