Author

Ben He

2 papers indexed here

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Open access Oct 2026

PatchRNN: A Multi-Scale Decoupled and Structure-Aware Framework for Long-Term Time Series Forecasting

Long-term time series forecasting is important in energy, transportation, and meteorology, yet existing methods struggle to model multi-scale features and preserve local sequence structure. We propose PatchRNN, a decomposition- and structure-aware framework for multivariate forecasting. Its parallel trend branch uses m...

Guo-Hu Xie, Gong-Zhen Zhang, Gen Xiong et al. · Electronics · 0 citations

Open access Sep 2026

Parametric Investigation on the Axial Compressive Performance of Grouted Connection Segments in Deep-Water Offshore Wind Jacket Structures

Grouted connection segments are key load-transfer components in offshore wind jacket structures, and their axial compressive performance is essential for the safety and reliability of the foundation system. This paper develops a finite element model of a grouted connection segment incorporating steel-fiber-reinforced h...

Yong Gao, An-Jie Huang, Shu-Jie Zhao et al. · Applied Mechanics · 0 citations