Physics-Informed Surrogate Modeling of Urban Wind Environments under Sparse Measurements: A Pressure-Free Parameterized PINN with Soft Geometric Constraints

Zenodo (CERN European Organization for Nuclear Research) 2026 Dataset Open access

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Authors: Huo Hongyuan, Zhang Han
DOI: 10.5281/zenodo.18789257
Cited by: 0

Abstract

Field Measurement Dataset CFD-based Simulation Dataset

Fields of Study & Subjects

Model Reduction and Neural Networks Wind and Air Flow Studies Advanced Multi-Objective Optimization Algorithms

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
26 February 2026
Language
EN
Document type
Dataset