3 papers
Understanding the role of autoencoders for stiff dynamical systems using information theory
Vijayamanikandan Vijayarangan, Harshavardhana A. Uranakara, Francisco E. Hernández-Pérez +1
Using the information theory, this study provides insights into how the construction of latent space of autoencoder (AE) using deep neural network (DNN) training finds a smooth low…
Mechanism of Cold-spot Autoignition in a Hydrogen/Air Mixture
Dimitris M. Manias, Aliou Sow, Efstathios-Al. Tingas +3
When designing high-efficiency spark-ignition (SI) engines to operate at high compression ratios, one of the main issues that have to be addressed is detonation development from a…
A Sub-grid Scale Energy Dissipation Rate Model for Large-eddy Spray Simulations
Hongjiang Li, Christopher J. Rutland, Francisco E. Hernandez Perez +1
In high Reynolds number turbulent flows, energy dissipation refers to the process of energy transfer from kinetic energy to internal energy due to molecular viscosity. In large edd…