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2109.10253
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Short-term traffic prediction using physics-aware neural networks
21 September 2021
M. Pereira
Annika Lang
Balázs Kulcsár
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ArXiv
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Papers citing
"Short-term traffic prediction using physics-aware neural networks"
5 / 5 papers shown
Title
Potential failures of physics-informed machine learning in traffic flow modeling: theoretical and experimental analysis
Yuan-Zheng Lei
Yaobang Gong
Dianwei Chen
Yao Cheng
X. Yang
AI4CE
7
0
0
16 May 2025
A Physics Enhanced Residual Learning (PERL) Framework for Vehicle Trajectory Prediction
Keke Long
Zihao Sheng
Haotian Shi
Xiaopeng Li
Sikai Chen
Sue Ahn
21
5
0
26 Sep 2023
Fourier neural operator for learning solutions to macroscopic traffic flow models: Application to the forward and inverse problems
Bilal Thonnam Thodi
Sai Venkata Ramana Ambadipudi
S. Jabari
AI4CE
25
13
0
14 Aug 2023
Controlled Descent Training
Viktor Andersson
B. Varga
Vincent Szolnoky
Andreas Syrén
Rebecka Jörnsten
Balázs Kulcsár
35
1
0
16 Mar 2023
Macroscopic Traffic Flow Modeling with Physics Regularized Gaussian Process: A New Insight into Machine Learning Applications
Yun Yuan
X. Yang
Zhao Zhang
Shandian Zhe
AI4CE
26
95
0
06 Feb 2020
1