Implicit Neural Solver for Time-dependent Linear PDEs with Convergence Guarantee.
Suprosanna ShitAbinav Ravi VenkatakrishnanIvan EzhovJana LipkováMarie PiraudBjoern H. MenzePublished in: CoRR (2019)
Keyphrases
- operator splitting
- network architecture
- convergence rate
- partial differential equations
- neural network
- control system
- linear constraints
- numerical solution
- convergence speed
- biologically inspired
- constraint solver
- linear systems
- bio inspired
- travel time
- linear model
- image denoising
- image restoration
- objective function
- image processing