deflagration 1detonation 1large eddy simulation 1manifold modeling 1premixed combustion 1thermodynamic consistency 1
From the 1 of 2 linked papers with an AI index.
2 papers
physics.flu-dyn2026
A Thermodynamically Consistent Manifold Model for Premixed Deflagrations & Detonations
John B. Boerchers, Laura T. Thompson, Matthew X. Yao +1
The paper presents a manifold-based turbulent combustion model that maintains thermodynamic consistency for simulating compressible premixed flames, covering both deflagrations and…
physics.comp-ph2026
Neural-ISAM: A hybrid in-situ machine learning approach for complex manifold-based combustion models in LES of turbulent flames
S. Trevor Fush, Israel J. Bonilla, Michael B. Schroeder +2
Manifold-based combustion models decrease the cost of turbulent combustion simulations by projecting the thermochemical state onto a lower-dimensional manifold, allowing the thermo…