Kuang Huang

Most-cited papers

A Physics-Informed Deep Learning Paradigm for Traffic State and Fundamental Diagram Estimation
Rongye Shi, Zhaobin Mo, Kuang Huang, Xuan Di +1 more
2021IEEE transactions on intelligent transportation systems (Print)156 citations Open access
Semantic Scholar
Automated discovery of fundamental variables hidden in experimental data
Bo-Yuan Chen, Kuang Huang, Sunand Raghupathi, I. Chandratreya +2 more
2022Nature Computational Science144 citations
Semantic Scholar
Dynamic driving and routing games for autonomous vehicles on networks: A mean field game approach
Kuang Huang, Xu Chen, Xuan Di, Qi Du
2020Transportation Research Part C: Emerging Technologies58 citations Open access
Semantic Scholar
A Game-Theoretic Framework for Autonomous Vehicles Velocity Control: Bridging Microscopic Differential Games and Macroscopic Mean Field Games
Kuang Huang, Xuan Di, Q. Du, Xi Chen
2019Discrete & Continuous Dynamical Systems - B53 citations Open access
Semantic Scholar
Scalable traffic stability analysis in mixed-autonomy using continuum models
Kuang Huang, Xuan Di, Q. Du, Xi Chen
202046 citations
Semantic Scholar
Stability of a Nonlocal Traffic Flow Model for Connected Vehicles
Kuang Huang, Q. Du
2020SIAM Journal on Applied Mathematics37 citations Open access
Semantic Scholar
Stabilizing Traffic via Autonomous Vehicles: A Continuum Mean Field Game Approach
Kuang Huang, Xuan Di, Q. Du, Xi Chen
2019International Conference on Intelligent Transportation Systems24 citations Open access
Semantic Scholar
Discovering State Variables Hidden in Experimental Data
Bo-Yuan Chen, Kuang Huang, Sunand Raghupathi, I. Chandratreya +2 more
2021arXiv.org21 citations
Semantic Scholar
A space-time nonlocal traffic flow model: Relaxation representation and local limit
Q. Du, Kuang Huang, J. Scott, Wen Shen
2022Discrete and Continuous Dynamical Systems. Series A12 citations Open access
Semantic Scholar
Asymptotic Compatibility of a Class of Numerical Schemes for a Nonlocal Traffic Flow Model
Kuang Huang, Qi Du
2024SIAM Journal on Numerical Analysis11 citations
Semantic Scholar
A Physics-Informed Deep Learning Paradigm for Traffic State Estimation and Fundamental Diagram Discovery
Rongye Shi, Zhaobin Mo, Kuang Huang, Xuan Di +1 more
2021arXiv.org3 citations
Semantic Scholar
Asymptotically compatibility of a class of numerical schemes for a nonlocal traffic flow model
Kuang Huang, Q. Du
2023arXiv.org2 citations Open access
Semantic Scholar
Efficient Weak-Entropy PINN for Solving Hyperbolic Conservation Laws
Qingquan Gao, Kuang Huang, Xuan Di
20260 citations
Semantic Scholar
Physics-Informed Deep Learning for Traffic State Estimation
Rongye Shi, Zhaobin Mo, Kuang Huang, Xuan Di +1 more
2021arXiv.org0 citations
Semantic Scholar
Driving and Routing Game for Autonomous Vehicles on a Network
Kuang Huang, Xu Chen, Xuan Di, Q. Du
2020arXiv.org0 citations
Semantic Scholar