CAG-NSPDE: Continuous adaptive graph neural stochastic partial differential equations for traffic flow forecasting.
Tijin YanHengheng GongYufeng ZhanYuanqing XiaPublished in: Neurocomputing (2024)
Keyphrases
- partial differential equations
- traffic flow
- ambrosio tortorelli
- anisotropic diffusion
- image denoising
- cellular automata
- road traffic
- numerical solution
- image processing
- level set
- traffic flows
- intelligent transport systems
- image enhancement
- travel time
- numerical methods
- spectral decomposition
- differential equations
- traffic light
- traffic congestion
- traffic data
- mumford shah functional
- short term
- multiscale
- traffic patterns
- traffic network
- neural network
- traffic information
- denoising
- numerical algorithms
- traffic management
- long term
- nonlinear partial differential equations
- traffic signal
- piecewise constant
- diffusion process
- directed graph
- markov random field
- multiresolution
- high order