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Research article

First published 2022-9

Restoration of missing structural health monitoring data using spatiotemporal graph attention networks

Jin Niu, Shunlong Li, Zhonglong Li

Structural Health Monitoring

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Research article

First published 2025-5

Spatio-Temporal attention-based decomposition and reconstruction network for urban traffic flow prediction

Dan Han, Jicheng Kan

Intelligent Decision Technologies

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Research article

First published 2025

Transmission line icing prediction based on multi-source monitoring data

Hui Yuan, Zhixin Duan, Jinsong Li [...]

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2026

CMDRL: A cavity-aware deep reinforcement learning framework with spatiotemporal attention for 3D bin Packing

Sirui Wang, Yunqing Rao, Nai Li [...]

Proceedings of the Institution of Mechanical Engineers,Part B: Journal of Engineering Manufacture

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Research article

First published 2025

ASISTGCRN: A novel approach to traffic prediction using attention-based spatiotemporal graph networks

Fengjing Cai, Yue Wang, Wanghua Yu [...]

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2025-2

Graph Convolution Network Combining Spatiotemporal Self-Attention and Mutual Information for Pedestrian-Trajectory Prediction

Chungang Hu, Zhuping Zhou, Zhenlin Yue [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2025

CSFFN: A cross-spatiotemporal feature fusion network with future interaction for vehicle trajectory prediction

Xiaofeng Yang, Zhi Liu, Miao Xu [...]

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2025

Attention-enhanced spatiotemporal deep learning-based automatic warning model with uncertainty estimation in dam safety

Hongchen Liu, Huaizhi Su, Soheila Kookalani [...]

Structural Health Monitoring

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Research article

First published 2026-2

STGANT: Spatiotemporal Generative Attention Network with Adversarial Training for Intersection Vehicle Trajectory Prediction

Guohua Liang, Jianxu Shi, Yue Liu [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2025-7

Attention-Based Spatiotemporal Adaptive Graph Diffusion Convolutional Network For Traffic Flow Prediction

Qiansong He, Dawen Xia, Jianjun Li [...]

Transportation Research Record: Journal of the Transportation Research Board

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