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PTSWO: fast surrogate for near-surface winds over urban surfaces and terrain

Simulation

Data and scripts for a fast surrogate wind model over heterogeneous urban surfaces and terrain. Useful for rapid urban wind simulation.

Resource
Software & tools, Simulation output
Method
ML / surrogate
Geometry
City scale
Topic
Urban boundary layer
Quantities
Velocity, Wind profile
Year
2026
Licence
CC BY 4.0
Creators
Liu, Zhenxin; Li, Weimin; Zhong, Xuanhui; Zhang, Chao; Han, Wei; Zhang, Yi; Liu, Jia; Hu, Jianlin

From Zenodo, added 2026-11-07. Listed there as “A Physics-Trained Surface-Forced Wind Operator (PTSWO v1.0) for Fast Simulation of Near-Surface Winds over Heterogeneous Urban Surfaces and Terrain”. Tags proposed by AI and not yet checked by hand. Spotted a mistake? Tell the portal contacts.