52 citations · 89 across the 3 of their papers we have counts for
3 papers
Parameter-Aware Ensemble SINDy for Interpretable Symbolic SGS Closure
Hanseul Kang, Ville Vuorinen, Shervin Karimkashi
This work designs a scalable, parameter-aware sparse regression framework for discovering interpretable partial differential equations and subgrid-scale closures from multi-paramet…
Fast reactive flow simulations using analytical Jacobian and dynamic load balancing in OpenFOAM
Ilya Morev, Bulut Tekgül, Mahmoud Gadalla +5
Detailed chemistry-based computational fluid dynamics (CFD) simulations are computationally expensive due to the solution of the underlying chemical kinetics system of ordinary dif…
A numerical study on combustion mode characterization for locally stratified dual-fuel mixtures
Shervin Karimkashi, Heikki Kahila, Ossi Kaario +2
Combustion modes in locally stratified dual-fuel (DF) mixtures are numerically investigated for methanol n-dodecane blends under engine-relevant pressures. In the studied constant-…