We know that we can build a polyhedron shaped dice with $2n$ faces using two regular pyramids with n-sided bases, but how can we build a fair polyhedron dice with 7 faces ? Can we generalize the technique to build any $(2n+1)$ faced fair polyhedron dice ?
Edit:
I'm aware that there is a polyhedron with 7 faces (pentagonal prism), I'm interested in if there is away to proof (even if a non-constructive proof) that it can be used as fair dice.
My answer will probably get deleted because it's not a real answer, but I just wanted to list a few resources that might provide inspiration for your problem, and it would be awful trying to add this list as a comment.
Edward Taylor Pegg, A Complete List of Fair Dice
http://www.mathpuzzle.com/MAA/37-Fair%20Dice/thesis/thesis7.html
The thesis addresses the problem of asymmetric dice and provides some mathematical models, so it seems relevant to your question.
Antonio Recuenco-Munoz, The Physics of Dice
https://www.geocities.ws/dicephysics/Recuenco-Munoz_Presentation.pdf
Just a power point with some useful information.
Strzalko et al., Can The Dice Be Fair By Dynamics
https://www.researchgate.net/profile/Andrzej_Stefanski/publication/220265123_Can_the_Dice_be_Fair_by_Dynamics/links/00b49516fc20417349000000/Can-the-Dice-be-Fair-by-Dynamics.pdf
Let me know if it's helpful.