Accelerating Physics-Based Simulations Using End-to-End Neural Network Proxies: An Application in Oil Reservoir Modeling.
Jirí NavrátilAlan KingJesus RiosGeorgios KolliasRuben Rodriguez TorradoAndrés CodasPublished in: Frontiers Big Data (2019)
Keyphrases
- end to end
- neural network
- congestion control
- high bandwidth
- wireless ad hoc networks
- oil field
- physical models
- ad hoc networks
- multipath
- neural network model
- application layer
- admission control
- oil production
- content delivery
- back propagation
- rate allocation
- scalable video
- communication networks
- computer networks
- internet protocol
- computational complexity