Accelerating Physics-Based Simulations Using Neural Network Proxies: An Application in Oil Reservoir Modeling.
Jirí NavrátilAlan KingJesus RiosGeorgios KolliasRuben Rodriguez TorradoAndrés CodasPublished in: CoRR (2019)
Keyphrases
- neural network
- oil field
- physical models
- petroleum industry
- deformable models
- pattern recognition
- artificial neural networks
- back propagation
- physical processes
- multi layer
- oil production
- modeling method
- simulation environment
- image formation
- training algorithm
- neural nets
- bp neural network
- prediction model
- website
- genetic algorithm