19 citations · 43 across the 6 of their papers we have counts for
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stat.AP2023★ 19 cited
Anti-circulant dynamic mode decomposition with sparsity-promoting for highway traffic dynamics analysis
Xudong Wang, Lijun Sun
Highway traffic states data collected from a network of sensors can be considered a high-dimensional nonlinear dynamical system. In this paper, we develop a novel data-driven metho…
stat.AP2022★ 12 cited
Bayesian calibration of traffic flow fundamental diagrams using Gaussian processes
Zhanhong Cheng, Xudong Wang, Xinyuan Chen +2
Modeling the relationship between vehicle speed and density on the road is a fundamental problem in traffic flow theory. Recent research found that using the least-squares (LS) met…