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February 12, 2025Multimodal TransportationOpen Access

Urban intersection traffic flow prediction: A physics-guided stepwise framework utilizing spatio-temporal graph neural network algorithms

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Authors

YPYuyan PanFLFuliang LiALAnran Li

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Pan et al. (2025) studied this question.

synapsesocial.com/papers/69dedf807702a00918b0cfa2https://doi.org/10.1016/j.multra.2025.100207
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  1. 1Spatiotemporal Recurrent Convolutional Networks for Traffic Prediction in Transportation Networks2017 · 627 citations
  2. 2A fundamental diagram based hybrid framework for traffic flow estimation and prediction by combining a Markovian model with deep learning2023 · 88 citations