Summary
Use of neural networks in lieu of the numerical model yields tremendous computational savings with reasonable accuracy
Training of the neural network in terms of dimensionless groups allows for generalized applicability
Potentially valuable tool for applications such as: Stochastic process modeling and optimization, Model-predictive on-line control, etc.