Deep Equilibrium Based Neural Operators for Steady-State PDEs.
Tanya MarwahAshwini PokleJ. Zico KolterZachary C. LiptonJianfeng LuAndrej RisteskiPublished in: CoRR (2023)
Keyphrases
- steady state
- markov chain
- network architecture
- partial differential equations
- operating conditions
- product form
- neural network
- queue length
- queueing networks
- explicit expressions
- state dependent
- level set
- image denoising
- numerical solution
- neural model
- arrival rate
- steady states
- graphical models
- arrival process
- reinforcement learning
- machine learning