PI-STGnet: Physics-integrated spatiotemporal graph neural network with fundamental diagram learner for highway traffic flow prediction.
Ting WangDong NgoduyGuojian ZouTakao DantsujiZongshi LiuYe LiPublished in: Expert Syst. Appl. (2024)
Keyphrases
- traffic flow
- neural network
- prediction model
- traffic accidents
- road traffic
- intelligent transport systems
- moving vehicles
- intelligent transportation systems
- cellular automaton model
- traffic data
- traffic congestion
- short term traffic
- traffic flows
- cellular automata
- urban traffic
- travel time
- road safety
- genetic algorithm
- bp neural network
- lane change
- traffic light
- traffic patterns
- space time
- random walk
- traffic conditions
- back propagation
- traffic safety
- traffic network
- video sequences