“…Such surrogates are formulated with a methodology developed by the authors and, to assess their validity, the combustion-relevant properties are compared with a wide literature dataset. In the following paragraph, a recently proposed methodology [35,36] to formulate LFS correlations is briefly recalled and results from chemistry-based 1D premixed flame simulations are presented for five selected engine-relevant blends (E0, E5, E10, E20, and E85). The aforementioned methodology is used to derive correlations, providing an accurate estimation of LFS for gasoline-ethanol blends at typical full-load conditions of GDI engines, to be implemented in 3D-CFD codes.…”