The divergence is
For the tetrahedral domain, convenient integration bounds are
Consequently its volume integral is
Putting , the inner integral is . Therefore
Thus
There is an independent centroid check. The vertices are , giving volume and centroid . An affine function averages to its value at the centroid, so . This is the integral of an affine function over a simplex.
Because the equation depends on the ratio , set , so . Dividing by and substituting gives
This reduces the homogeneous first-order differential equation to a separable differential equation. For ,
At , the condition gives , so and . Hence
The interval displayed is the maximal solution interval containing : there is a pole at . Separating variables omitted the solution , or , but that solution does not satisfy the given condition.
Apply the same dimensionless transformation independently to the two cups, giving . The total-volume condition becomes . Since neither variable can exceed , this region has and , the triangle shown above.
By independence of random variables, the joint probability density is . The desired double integral is
Thus
Boundary equality has probability zero for these continuous random variables.
For , differentiate the proposed scalar potential directly:
Thus
For , the curl is the nonzero vector . A gradient of a twice differentiable scalar field has zero curl, so no such scalar field exists. Equivalently the closed line integral in part (d) is nonzero, contradicting the path independence of a conservative vector field. The field is smooth on all of , so no excluded singular set complicates this conclusion.
The upward unit vector extracts the vertical curl component:
It is constant over the unit disc, so
This agrees with part (d) by Stokes theorem: the boundary circle has counterclockwise orientation when viewed from the upward normal, including for the parametrizations .
The original PDF has angle , with an exponent on . It is not : each permitted value of changes the speed but traverses the same circle once counterclockwise. Along the path, and
The radial contribution to the line integral vanishes, since . The rotational contribution gives
Therefore
The answer is independent of the monotone parametrization, as an oriented line integral should be.

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