From what I've read, wall functions based around the log law are not compatible for WMLES of bluff bodies.

In my particular case, I am attempting to perform a WMLES with heat transfer, around a square cylinder, involving a stagnation point at the front face and flow separation at the corners: particularly, this case here.

https://hal.archives-ouvertes.fr/hal-01981496/document

As is seen in the article:

"Actually, this bluff-body flow does not verify the wall-function assumption anywhere around the cylinder: the impinging flow with a stagnation point on the front face, the flow separation on the side faces and the backflow on the back face that occur here are not compatible with the constant pressure gradient and steady attached flow assumptionof the wall-function model...

The wall heat flux, however, is directly computed by the wall-function model that fails to mimic the turbulent heat transfer in the wall boundary layerwhen the model assumptions are not verified"

Just like in the case of this article, my Nusselt number profile is globally underpredicted (by about half), despite perfectly fine results in terms of pressure, drag, and Strouhal number. I am using the standard Kader Blend. A few subsequent papers (such as this one: https://pdfs.semanticscholar.org/e7e5/e9277f7a57856b4e96592893ca51543a65cd.pdf) repeated this test case with a PANS approach, and ended up with the same problem.

Would anyone have any good resources or good literature suggestions on how one could better model the thermal boundary layer for bluff bodies, particularly involving stagnation points and flow separation? I've scoured the internet quite a lot and I've only found this one:http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.720.1326&rep=rep1&type=pdf

Here it's suggested that y* is used instead of y+, but as I'm doing WMLES I don't have access to k (is this something that can be easily reached given say, a Smagorinsky model WMLES?). Does anyone have any suggestions?

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