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Urban wind field prediction using Fourier Neural Operators across different wind directions and cities

Cheng Chen Geng Tian Shaoxiang Qin Senwen Yang Dingyang Geng Dongxue Zhan Jinqiu Yang David Vidal Liangzhu(Leon)Wang

建筑模拟（英文版）2026，Vol.19Issue(1)：271-285,15.
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建筑模拟（英文版）2026，Vol.19Issue(1)：271-285,15.DOI:10.1007/s12273-025-1392-x

Urban wind field prediction using Fourier Neural Operators across different wind directions and cities

Urban wind field prediction using Fourier Neural Operators across different wind directions and cities

Cheng Chen 1Geng Tian 1Shaoxiang Qin 2Senwen Yang 1Dingyang Geng 1Dongxue Zhan 1Jinqiu Yang 1David Vidal 3Liangzhu(Leon)Wang1

作者信息

  • 1. Concordia University,Department of Building,Civil and Environmental Engineering,and Department of Computer Science and Software Engineering,Montreal,Canada
  • 2. Concordia University,Department of Building,Civil and Environmental Engineering,and Department of Computer Science and Software Engineering,Montreal,Canada||McGill University,School of Computer Science,Montreal,Canada
  • 3. Polytechnique Montreal,Department of Mechanical Engineering,Montreal,Canada
  • 折叠

摘要

关键词

computational fluid dynamics/FNO/microclimate/urban wind field prediction/AI/machine learning/signed distance function(SDF)

Key words

computational fluid dynamics/FNO/microclimate/urban wind field prediction/AI/machine learning/signed distance function(SDF)

引用本文复制引用

Cheng Chen,Geng Tian,Shaoxiang Qin,Senwen Yang,Dingyang Geng,Dongxue Zhan,Jinqiu Yang,David Vidal,Liangzhu(Leon)Wang..Urban wind field prediction using Fourier Neural Operators across different wind directions and cities[J].建筑模拟（英文版）,2026,19(1):271-285,15.

基金项目

The research is made possible by the general support from the Consortium for Research and Innovation in Aerospace in Québec(CRIAQ)through the project"Multi-scale Aerodynamic Modeling of Helicopters/UAV in Urban Environments"[#051811],the Natural Sciences and Engineering Research Council(NSERC)of Canada through the Discovery Grants Program[#RGPIN-2024-06297],and the SEED project Creating Electrified and Decarbonized Healthy Urban Microclimate around Building Clusters through Climate-Resilient Solutions under the Canada First Research Excellence Fund(Volt-Age). （CRIAQ）

建筑模拟（英文版）

1996-3599

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