An Efficient Machine-Learning Approach for PDF Tabulation in Turbulent Combustion Closure

no code implementations • 18 May 2020 • Rishikesh Ranade, Genong Li, Shaoping Li, Tarek Echekki

In this work, we address these issues by introducing an adaptive training algorithm that relies on multi-layer perception (MLP) neural networks for regression and self-organizing maps (SOMs) for clustering data to tabulate using different networks.

BIG-bench Machine Learning Clustering +1