PhyGeoNet: Physics-informed geometry-adaptive convolutional neural networks for solving parameterized steady-state PDEs on irregular domain.
Han GaoLuning SunJian-Xun WangPublished in: J. Comput. Phys. (2021)
Keyphrases
- steady state
- convolutional neural networks
- markov chain
- product form
- explicit expressions
- operating conditions
- queue length
- state dependent
- queueing networks
- arrival rate
- image processing
- convolutional network
- steady states
- stationary distribution
- partial differential equations
- numerical solution
- multiscale
- neural network