Author

Ruixing Ming

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Review Open access 2026

G-grey-extrapolation combined modela grey-extrapolation combined model with self-review-correction mechanism for robust river water-level forecasting under small-sample hydrological conditions

Floods and droughts threaten ecological security and sustainable development, so reliable river water-level forecasting is essential for early warning systems. However, existing models are often undermined by small-sample scenarios, data anomalies, and missing data. This study proposes the G-GECM (grey-extrapolation co...

Min Xiao, Yu Wang, Xue-Jun He et al. · Thermal Science · 0 citations

Open access Sep 2026

Interpretable deep neural network identifies robust biomarkers for diseases with mechanistic insights from omics data

DeepVaris is introduced, an explainable deep learning framework that reframes feature selection as the interpretation of a pretrained convolutional neural network via surrogate modeling that will serve as a robust tool for biomarker discovery.

Xiao-Yue Hu, Yu-Hao Ma, Ruixing Ming et al. · Briefings in Bioinformatics · 0 citations