Publications Details

Analysis of Neural Network Combustion Surrogate Models

Casey, Tiernan A.; Debusschere, Bert D.

This report details initial investigations of neural network surrogate models for combustion applications. The models are assessed with respect to averaged predictive fidelity over a test data set as well as with respect to the accuracy of resolving landmark statistics of interest, as a function of increasing training data volume.