Instantaneous 2D extreme wind speed prediction using the novel Wind Gust Prediction Net based on purely convolutional neural mechanism

Zhang, Zeguo; Yin, Jianchuan

doi:10.1080/19942060.2024.2305318

Engineering Applications of Computational Fluid Mechanics

2024

DOI: 10.1080/19942060.2024.2305318

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Instantaneous 2D extreme wind speed prediction using the novel Wind Gust Prediction Net based on purely convolutional neural mechanism

Zeguo Zhang,

Jianchuan Yin

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Machine learning modeling based on informer for predicting complex unsteady flow fields to reduce consumption of computational fluid dynamics simulation

Fang,

Zhang,

Zhu

et al. 2024

Engineering Applications of Computational Fluid Mechanics

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Machine learning modeling based on informer for predicting complex unsteady flow fields to reduce consumption of computational fluid dynamics simulation

Fang,

Zhang,

Zhu

et al. 2024

Engineering Applications of Computational Fluid Mechanics

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Instantaneous 2D extreme wind speed prediction using the novel Wind Gust Prediction Net based on purely convolutional neural mechanism

Cited by 1 publication

References 78 publications

Machine learning modeling based on informer for predicting complex unsteady flow fields to reduce consumption of computational fluid dynamics simulation

Machine learning modeling based on informer for predicting complex unsteady flow fields to reduce consumption of computational fluid dynamics simulation

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