Author

Wei Gao

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Open access Aug 2026

Bridge-RF-DETR: an edge-guided transformer framework for multi-type bridge surface damage detection

Bridge surface damage detection is essential for intelligent infrastructure monitoring, yet remains challenging due to large-scale variations, weak boundaries, complex backgrounds, and imbalanced damage categories. This study develops Bridge-RF-DETR, a task-oriented extension of RF-DETR for multi-type bridge surfac...

Zhen Yu, Si-Gao Li, Wei Gao et al. · Scientific Reports · 0 citations

Open access Aug 2026

ScaleEdgeFusion-Network: a lightweight and efficient model for citrus maturity detection in complex orchards

Accurate detection of citrus fruit maturity is essential for robotic selective harvesting in orchards yet remains challenging due to complex environmental conditions. This paper presents ScaleEdgeFusion-Net (SEF-Net), a lightweight object detection framework built on YOLO11n for efficient citrus maturity recognition in...

Lan-Hui Fu, Zhi-Jie Wu, Yingying Song et al. · Engineering Research Express · 0 citations

Aug 2026

A Novel Causal Graph-Convolutional-Network-Enhanced Mamba Framework with Proportional-Integral-Derivative-Inspired Constraint for Multistep Petroleum Production Forecasting

Production forecasting is essential for reservoir management, but crosswell multistep prediction remains challenging because production data involve nonlinear temporal dynamics, delayed intervariable dependencies, and strong heterogeneity among wells. To address these issues, we propose a temporal segment (TS)-graph...

Jian Han, Zhihao Wang, Zhimin Cao et al. · SPE Journal · 0 citations