Neural-Network-Augmented Projection-Based Model Order Reduction for Mitigating the Kolmogorov Barrier to Reducibility of CFD Models.
Joshua L. BarnettCharbel FarhatYvon MadayPublished in: CoRR (2022)
Keyphrases
- neural network
- probabilistic model
- hybrid model
- neural network model
- statistical model
- statistical models
- linear model
- prediction model
- metamodel
- learned models
- mathematical model
- experimental data
- prior knowledge
- modeling framework
- hierarchical model
- modeling method
- random fields
- classification models
- multiple models
- process model
- analytical model
- neural model
- artificial neural networks
- autoregressive
- multi layer
- bayesian framework
- probability distribution
- network model
- mathematical models
- feed forward neural networks
- feed forward
- parameter estimation
- generic model
- theoretical models
- backpropagation neural network