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Open access Oct 2026

Rapid Pedestrian-Level Wind Prediction Across Urban Building Layouts Using a Geometry-Conditioned Multi-Scale Neural Operator

Convolutional and neural-operator surrogates enable rapid urban wind prediction, but their apparent accuracy can depend on physical-scale inconsistencies, related-layout leakage, and the mixture of idealized and realistic cases. The scientific question is whether a geometry-conditioned local–spectral model provides a r...

Yu Zhang, Yue-Cheng Yu · 0 citations
Review Open access Oct 2026

From Measured Geometry to Editable BIM: A Representation-Centered Review of Existing-Building Scan-to-BIM Reconstruction

Existing-building Scan-to-Building Information Modeling (Scan-to-BIM) transforms measured observations into editable Building Information Modeling (BIM) content with reliable geometry, coherent relations, semantics, and model structure. This remains difficult because point clouds, depth data, and photogrammetric geomet...

Ding-Lei Wang, Yu Zhang, Qing Liu et al. · 0 citations

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