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 · 80 citations · Full text

Engineering, Computer Science, Machine Learning +16

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 · 42 citations · Full text

Engineering, Computational Engineering, Transportation Planning +17

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 · 36 citations · Full text

Engineering, Civil Engineering, Transportation Planning +17

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

Engineering, Computer Science, Data Science +17

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 · 17 citations

Engineering, Civil Engineering, Transportation Planning +17