3 papers
physics.flu-dyn2026
A Thermodynamically Consistent Manifold Model for Premixed Deflagrations & Detonations
John B. Boerchers, Laura T. Thompson, Matthew X. Yao +1
Accurate modeling of compressible premixed flames, encompassing both deflagrations and detonations, remains a significant challenge for predictive Large Eddy Simulation (LES) due t…
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…
physics.flu-dyn2018
On the detection of internal interfacial layers in turbulent flows
Fan Duosi, Jing-Lei Xu, Matthew X. Yao +1
A novel approach to identify internal interfacial layers, or IILs, in wall-bounded turbulent flows is proposed. Using a Fuzzy Cluster Method (FCM) on the streamwise velocity compon…