Installation
For the frozen solver
cd solver/frozenSimpleFoam
wmake
For the frozen turbulence model
cd turbulenceModels/frozenTurbModels
wmake
add this line to the controlDict
libs ( "libFrozenTurbModels.so" );
In order to run it, do the following
First change
constant/RASProperties
RASModel frozenOmegaSST_modPk;
Than run
frozenSimpleFoam
Martin Schmelzer, Richard P. Dwight, Paola Cinnella: Discovery of Algebraic Reynolds-Stress Models Using Sparse Symbolic Regression. Flow, Turbulence and Combustion 104, 579–603, 2020 https://doi.org/10.1007/s10494-019-00089-x
Ismaïl Ben Hassan Saïdi, Martin Schmelzer, Paola Cinnella, Francesco Grasso: CFD-driven symbolic identification of algebraic Reynolds-stress models. Journal of Computational Physics, Volume 457, 2022 https://doi.org/10.1016/j.jcp.2022.111037
Yu Zhang, Richard P. Dwight, Martin Schmelzer, Javier F. Gómez, Zhong-hua Han, Stefan Hickel: Customized data-driven RANS closures for bi-fidelity LES–RANS optimization. Journal of Computational Physics, Volume 432, 2021 https://doi.org/10.1016/j.jcp.2021.110153
Jasper P. Huijing, Richard P. Dwight, Martin Schmelzer: Data-driven RANS closures for three-dimensional flows around bluff bodies. Computers & Fluids, Volume 225, 2021 https://doi.org/10.1016/j.compfluid.2021.104997
Further applications: https://www.researchgate.net/profile/Martin-Schmelzer
2021, Martin Schmelzer, [email protected]