Yuyan Pan

A fundamental diagram based hybrid framework for traffic flow estimation and prediction by combining a Markovian model with deep learning

Yuyan Pan, Jifu Guo, Yanyan Chen et al. · Expert Systems with Applications · 2023 · 70 citations · Full text

Traffic Theory, Engineering, Machine Learning +20

Open-Source Public Transportation Mobility Simulation Engine DTALite-S: A Discretized Space–Time Network-Based Modeling Framework for Bridging Multi-agent Simulation and Optimization

Lu Tong, Yuyan Pan, Pan Shang et al. · Urban Rail Transit · 2019 · 35 citations · Full text

Transport Network Analysis, Traffic Theory, Engineering +22

Urban intersection traffic flow prediction: A physics-guided stepwise framework utilizing spatio-temporal graph neural network algorithms

Yuyan Pan, Fuliang Li, Anran Li et al. · Multimodal Transportation · 2025 · 26 citations · Full text

Incorporating Traffic Flow Model into A Deep Learning Method for Traffic State Estimation: A Hybrid Stepwise Modeling Framework

Yuyan Pan, Jifu Guo, Yanyan Chen et al. · Journal of Advanced Transportation · 2022 · 19 citations · Full text

Highway Tse, Traffic Variables, Intelligent Traffic Management +15

Modified Volume-Delay Function Based on Traffic Fundamental Diagram: A Practical Calibration Framework for Estimating Congested and Uncongested Conditions

Yuyan Pan, Han Zheng, Jifu Guo et al. · Journal of Transportation Engineering Part A Systems · 2023 · 15 citations

Traffic Theory, Engineering, Traffic Flow +13