Deep Equilibrium Based Neural Operators for Steady-State PDEs.
Tanya MarwahAshwini PokleJ. Zico KolterZachary C. LiptonJianfeng LuAndrej RisteskiPublished in: NeurIPS (2023)
Keyphrases
- steady state
- markov chain
- operating conditions
- network architecture
- explicit expressions
- partial differential equations
- neural network
- state dependent
- level set
- product form
- steady states
- queueing networks
- arrival rate
- queue length
- queueing model
- neural model
- image denoising
- variational inequalities
- nonlinear model predictive control
- service times
- heavy traffic
- genetic regulatory networks
- loss probability
- numerical solution
- anisotropic diffusion
- machine learning