“…Sometimes, finite-rate kinetics have to be simulated (e.g., to investigate extinction-ignition physics, lean blow out, and other extreme transient events) and then SGS closure for the reaction rate is explicitly needed. Many closures that address reaction kinetics have been developed, for example (citations are representative and not included to be comprehensive): partially stirred reactor (PaSR) (Fureby, 2009), thickened flame model (TFM) (Colin et al, 2000), flame surface density (FSD) (Boger etal., 1998), conditional moment closure (CMC) (Klimenko and and Bilger, 1999), conditional source estimation (CSE) (Steiner and Bushe, 2001), transported probability density function (TPDF) (Colucci et al, 1998;Gao and O'Brien, 1993), multienvironment PDF (MEPDF) (Fox and Raman, 2004), one-dimensional turbulence (ODT) (Echekki et al, 2001), and linear-eddy mixing (LEM) model (Menon and Kerstein, 2011;Menon et al, 1993), etc. The present article focuses primarily on the LES strategy that allows direct inclusion of finite-rate kinetics and in particular on the LEM based subgrid models.…”