Fast neural network surrogates for very high dimensional physics-based models in computational oceanography.
Rudolph van der MerweTodd K. LeenZhengdong LuSergey FrolovAntónio M. BaptistaPublished in: Neural Networks (2007)
Keyphrases
- neural network
- high dimensional
- complex systems
- neural network model
- computational models
- neural nets
- statistical models
- discrete data
- numerical methods
- prediction model
- data sets
- experimental data
- hidden markov models
- artificial neural networks
- fault diagnosis
- back propagation
- markov random field
- classification models
- nearest neighbor
- variable selection
- sparse data
- computational modeling
- biological plausibility