From the 1 of 4 linked papers with an AI index.
4 papers
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…
Observations and empirical functions for the ocean surface wave spectrum
Hannah Hata Williams, Michael E. Mueller, Luc Deike
Accurate parameterizations of ocean wave spectra are necessary in a wide array of disciplines including coastal, ocean, and naval engineering as well as in the study of wave intera…
Sea Surface Roughness Dependence on Ocean Wave Parameters through Large Eddy Simulation with Local Subfilter Wave Drag
Hannah Hata Williams, Aditya K. Aiyer, Luc Deike +1
Characterizing the Marine Atmospheric Boundary Layer (MABL) requires understanding the coupling between ocean waves and the turbulent atmospheric boundary layer above them. This co…
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…