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Author

Junyu Guo

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Open access Sep 2026

A physics-constrained deep learning framework for feature recognition in long-distance natural gas pipelines

The safety assurance of long-distance natural gas pipelines depends on accurate perception of their service condition, and this capability, in turn, relies on effective identification of features such as bending deformation, dents, and weld anomalies. However, when bending strain signals are used for feature recognitio...

Lin Wang, Jun-Sen Peng, Jun-Yu Guo et al. · 0 citations
Open access Aug 2026

Adaptive Residual Correction Network for Efficient Single Image Super-Resolution

This work revisits CNN-based residual learning for SISR and proposes an adaptive residual correction network (AdaRCN), a residual correction mechanism that adaptively compensates for the bias in the residual, which is utilized to ease error accumulation and improve mapping accuracy.

Jinsha Tian, Jun-Yu Guo, Bing-Bin Feng et al. · 0 citations
Open access Jul 2026

Intelligent UAV Trajectory Design and Task Offloading for UAV-Assisted Edge Computing in Urban Road Scenarios

This work designs a genetic algorithm (GA)-based UAV trajectory design and offload allocation algorithm that achieves efficient global search through tournament selection, single-point crossover, and Gaussian mutation operators, and validate the necessity and effectiveness of jointly optimizing UAV trajectory and task...

Xiong Wu, Wenxiang Chen, Pengfei Du et al. · 0 citations

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