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Yuanbo Su

Beijing Jiaotong University

No.3 of Shangyuan Residence Haidian District

Beijing, 100089

China

  • Beijing Jiaotong University

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Self-Adaptive Equation Embedded Neural Networks for Traffic State Estimation with Sparse Data

Number of pages: 32 Posted: 28 Jun 2024
Yuanbo Su, Xing Lu, Rui Jiang, Bin Jia and Zi-You Gao
Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University and Beijing Jiaotong University
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Abstract:

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Mixed traffic flow, Sparse data, Physics-informed neural network, Adaptive macro model, Local agglomeration effect