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Physics-informed surrogate of urban wind from sparse measurements

Field 30 MB

Field and CFD data for physics-informed surrogate modelling of urban wind under sparse measurements.

Resource
Measurements, Simulation output
Method
Field, RANS, ML / surrogate
Geometry
Realistic neighbourhood
Topic
Wind loads & pedestrian wind
Quantities
Velocity
Data volume
30 MB
Year
2026
Licence
CC BY 4.0
Creators
Hongyuan, Huo; Han, Zhang

From Zenodo, added 2026-11-07. Listed there as “Physics-Informed Surrogate Modeling of Urban Wind Environments under Sparse Measurements: A Pressure-Free Parameterized PINN with Soft Geometric Constraints”. Tags proposed by AI and not yet checked by hand. Spotted a mistake? Tell the portal contacts.