260 citations · 325 across the 8 of their papers we have counts for
3 papers · 1 filter
CFD-driven Symbolic Identification of Algebraic Reynolds-Stress Models
I. Ben Hassan SaÏdi, M. Schmelzer, P. Cinnella +1
A CFD-driven deterministic symbolic identification algorithm for learning explicit algebraic Reynolds-stress models (EARSM) from high-fidelity data is developed building on the fro…
Finite-rate chemistry effects in turbulent hypersonic boundary layers: a direct numerical simulation study
Donatella Passiatore, Luca Sciacovelli, Paola Cinnella +1
The influence of high-enthalpy effects on hypersonic turbulent boundary layers is investigated by means of direct numerical simulations (DNS). A quasi-adiabatic flat-plate air flow…
Assessment of a high-order shock-capturing central-difference scheme for hypersonic turbulent flow simulations
Luca Sciacovelli, Donatella Passiatore, Paola Cinnella +1
High-speed turbulent flows are encountered in most space-related applications (including exploration, tourism and defense fields) and represent a subject of growing interest in the…