Preprint Open access
Shaping the Wind: Nested Potentials for Kinematically Admissible Urban Wind Prediction
Predicting transient urban winds is fundamental to understanding urban microclimates and designing climate-resilient cities. Building-resolving large-eddy simulation produces detailed incompressible urban wind fields at substantial computational cost for each layout. Neural surrogates offer a faster alternative by lear …