How to define a uniform probability distribution over a convex polytope / polyhedra and add them?

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Let $P$ be a convex 3d polyhedra / 2d polytope constrained by a set of linear inequalities $Ax<= b$.

1.How to define a uniform probability distribution over a polytope/polyhedra?

Let us say we have multiple polytopes/polyhedra with uniform probability distribution but non-identical due to fact the geometry is not constrained by the same set of inequalities. I

2. How to add two non-identical yet independent and uniform distributions defined over a polytope/polyhedra?

Relavance to the application: I would like to sample large set of points sampled from each of the convex polytopes and add points from each set among themselves to arrive at a sum distribution of higher probability. I need a theoretical tool to justify that my sampling is good enough to approximate the minkowski sum of polyhedra with an area/volume of higher probability.