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Research article

First published 2026-2

Vessel trajectory prediction model based on spatio-temporal graph convolutional network with spatio-temporal joint attention mechanism

Yasi Tian, Hui Zhang

Proceedings of the Institution of Mechanical Engineers,Part M: Journal of Engineering for the Maritime Environment

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Research article

First published 2026

Multiphysics-informed wavelet spatio-temporal neural networks for aircraft skin damage detection

Maohui Zhou, Yanjun Li, Wenqi Liu [...]

Structural Health Monitoring

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Research article

First published 2024-8

Spatio-Temporal Pattern of China’s Urban Network Under the Substitution Effect of High-Speed Rail on Aviation

Xueguang Ma, Ce Jiang, Zhao Zhang

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2025-6

Traffic Flow Prediction Based on Spatio-Temporal Aggregated Graph Neural Networks

Shuangshuang Wu, Yao Hu

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2026-3

Path planning of intelligent vehicles based on spatio-temporal legacy risk field under spline network road

Liqiang Jin, Shaojie Liu, Fei Teng [...]

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

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Research article

First published 2025-4

Dynamic Spatio-Temporal Residual Hypergraph Convolutional Networks for Traffic Flow Forecasting

Jun Su, Hairu Wang, Krzysztof Przystupa [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2024-9

Spatio-Temporal Graph Attention Convolution Network for Traffic Flow Forecasting

Kun Liu, Yifan Zhu, Xiao Wang [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2023-10-13

Multi-scale spatio-temporal network for skeleton-based gait recognition

Dongzhi He, Yongle Xue, Yunyu Li [...]

The European Journal on Artificial Intelligence

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Research article

First published 2024-8

Spatio-Temporal Heterogeneous Graph-Based Convolutional Networks for Traffic Flow Forecasting

Zhaobin Ma, Zhiqiang Lv, Xiaoyang Xin [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2025

Research on traffic flow prediction based on multi-scale spatio-temporal diffusion graph convolutional network

Jie Cao, Pengcheng Zhang, Hong Zhang [...]

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

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