@TedShifrin For example, if you know $U \times V$ and $U \cdot W$, you can solve for U, as long as V and W are not perpendicular, using the BAC-CAB rule. As for problems I am trying to solve, an example of an equation I am trying to understand is $\nabla \left( U V^T\right) + \nabla (V U^T) = F$, where V and F are known, and U is unknown.
I want to know if this equation has a well defined solutoin, or if it requires extra information. But really, it would just help to have an idea of general coordinate free equation solving methods, if they exist