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Incorporating Kinematic Wave Theory into a Deep Learning Method for High-Resolution Traffic Speed Estimation
4 February 2021
Bilal Thonnam Thodi
Z. Khan
Saif Eddin Jabari
M. Menéndez
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Papers citing
"Incorporating Kinematic Wave Theory into a Deep Learning Method for High-Resolution Traffic Speed Estimation"
12 / 12 papers shown
Title
Machine Unlearning of Traffic State Estimation and Prediction
Xin Wang
R. Tyrrell Rockafellar
Xuegang
MU
17
0
0
23 Jul 2025
Efficient and Robust Freeway Traffic Speed Estimation under Oblique Grid using Vehicle Trajectory Data
Yang He
Chengchuan An
Yuheng Jia
Jiachao Liu
Zhenbo Lu
Jingxin Xia
51
0
0
06 Nov 2024
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
Saif Eddin Jabari
AI4CE
98
13
0
14 Aug 2023
Newell's theory based feature transformations for spatio-temporal traffic prediction
Agnimitra Sengupta
S. I. Guler
OOD
AI4TS
67
0
0
12 Jul 2023
Inverting the Fundamental Diagram and Forecasting Boundary Conditions: How Machine Learning Can Improve Macroscopic Models for Traffic Flow
Maya Briani
E. Cristiani
Elia Onofri
113
2
0
21 Mar 2023
Traffic State Estimation from Vehicle Trajectories with Anisotropic Gaussian Processes
Fan Wu
Zhanhong Cheng
Huiyu Chen
T. Qiu
Lijun Sun
78
6
0
04 Mar 2023
Physics-Informed Deep Learning For Traffic State Estimation: A Survey and the Outlook
Xuan Di
Rongye Shi
Zhaobin Mo
Yongjie Fu
PINN
AI4TS
AI4CE
111
29
0
03 Mar 2023
Generalized adaptive smoothing based neural network architecture for traffic state estimation
Chuhan Yang
Sai Venkata Ramana Ambadipudi
Saif Eddin Jabari
82
3
0
09 Jan 2023
Physics-informed Machine Learning of Parameterized Fundamental Diagrams
J.R.L. Koch
Thomas Maxner
Vinay C. Amatya
A. Ranjbari
Chase P. Dowling
AI4CE
PINN
61
2
0
01 Aug 2022
Low-Rank Hankel Tensor Completion for Traffic Speed Estimation
Xudong Wang
Yuankai Wu
Dingyi Zhuang
Lijun Sun
96
41
0
21 May 2021
Estimating Traffic Speeds using Probe Data: A Deep Neural Network Approach
Felix Rempe
P. Franeck
Klaus Bogenberger
3DV
67
2
0
19 Apr 2021
Nonlinear Traffic Prediction as a Matrix Completion Problem with Ensemble Learning
Wenqing Li
Chuhan Yang
Saif Eddin Jabari
87
20
0
08 Jan 2020
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