QUICK and QUICKEST schemes are well detailed by Leonard in this chapter
P. Leonard, Elliptic Systems: Finite-Difference Method IV, in W. J. Minkowycz, E. M. Sparrow, G. E. Schneider, R. H. Pletcher (eds.), Handbook of Numerical Heat Transfer, chap. 9, pp. 347-378, John Wiley,,New York, 1988
If it's the first time you're writing and testing a CFD code, I would recommend going with Finite volume method + staggered grid + SIMPLE + First order upwind scheme. Higher order schemes like CDS and QUICK have issues with convergence. Once your First order scheme is converging and you've sorted out any other errors in the code, you can write and test the higher order schemes. Also preferably use FORTRAN or C++ instead of python.
I've recently written a code for this problem and learnt these through a lot of mistakes.
An introduction to CFD by Versteeg and Malalasekera is an excellent reference.
Filippo Maria Denaro I saw the reference it is very useful, but a bit expensive to buy.
Tapan K. Sengupta
I have solved the problem using first order upwind scheme, it is easier for me to convert it to QUICK scheme than to apply a new scheme.
Navin Mahto Yes this is the first problem I am coding I am using
Finite volume method + staggered grid + SIMPLE + First order upwind scheme through deferred correction technique from following reference.
Martínez, J., et al. "Influence of momentum interpolation methods on the accuracy and convergence of pressure–velocity coupling algorithms in OpenFOAM®." Journal of Computational and Applied Mathematics 309 (2017): 654-673.
Now I am looking for the same kind of reference to apply the QUICK scheme.
Maybe you can buy on internet only the Leonard's chapter of the book at a cheaper cost. However, be aware of the fact the the QUICK scheme can be used mainly for the steady formulation, therefore for Re
Navin Mahto while using First order upwind scheme I am facing difficulty for writing the equations for the boundary nodes, do you have any valuable reference in this regard?
Same reference: versteeg and malalsekara. There's an entire chapter on boundary conditions and it addresses BC specification for staggered grids. I'm also attaching a document which might be useful.
Navin Mahto The method described here the fictitious cell across the physical boundary is applied on StaggeredGrid, but I am considering the non-staggered mesh,