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Short-term traffic prediction using physics-aware neural networks

Short-term traffic prediction using physics-aware neural networks

21 September 2021
M. Pereira
Annika Lang
Balázs Kulcsár
ArXivPDFHTML

Papers citing "Short-term traffic prediction using physics-aware neural networks"

4 / 4 papers shown
Title
A Physics Enhanced Residual Learning (PERL) Framework for Vehicle
  Trajectory Prediction
A Physics Enhanced Residual Learning (PERL) Framework for Vehicle Trajectory Prediction
Keke Long
Zihao Sheng
Haotian Shi
Xiaopeng Li
Sikai Chen
Sue Ahn
6
5
0
26 Sep 2023
Fourier neural operator for learning solutions to macroscopic traffic
  flow models: Application to the forward and inverse problems
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
9
13
0
14 Aug 2023
Controlled Descent Training
Controlled Descent Training
Viktor Andersson
B. Varga
Vincent Szolnoky
Andreas Syrén
Rebecka Jörnsten
Balázs Kulcsár
17
1
0
16 Mar 2023
Macroscopic Traffic Flow Modeling with Physics Regularized Gaussian
  Process: A New Insight into Machine Learning Applications
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
16
94
0
06 Feb 2020
1