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Ming-Zhi Yang

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Open access Oct 2026

Runoff Evolution and Interpretable SWAT-RF-SHAP Modelling in the Upper Yangtze River: Integrating Hydrological Processes and Meteorological Drivers

Intensified climate change and anthropogenic activities have increased the complexity and nonlinearity of watershed runoff, challenging accurate runoff simulation and input-factor importance analysis. Physical hydrological models are constrained by parameter uncertainty and structural limitations, whereas meteorology-d...

Han-Xiao Zheng, Shuai Liu, Ming-Zhi Yang et al. · 0 citations
Sep 2026

Self-starting mechanism of a hyperloop pod under uniform acceleration: Theoretical and numerical analysis

The self-starting of a hyperloop pod, characterized by the transition from a choked to an unchoked flow state during acceleration, can substantially reduce aerodynamic drag. This study develops a quasi-one-dimensional inviscid theoretical model to elucidate the underlying self-starting mechanism. The model describes th...

Sha Zhong, Xin-Xu Gong, Ming-Zhi Yang et al. · 0 citations
Conference Jul 2026

Short-Term Industrial Power Load Forecasting Based on XGBoost and Multi-Dimensional Feature Engineering

Industrial power load exhibits severe fluctuations with multi-scale seasonality coexisting with discrete operating states, making it difficult for traditional single models to accurately capture its complex dynamics. To address these issues, this paper proposes a short-term power load forecasting method based on eXtrem...

Yulong Feng, Bin Du, Guo-Long Yang et al. · 0 citations

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