Theorem
Chain rule for iterated torus variables
Integer matrix iterations amplify auxiliary directional derivatives by their action on the direction vector.
Statement
Let be smooth and smooth and periodic in . For a fixed integer , define
The chain rule gives
Local lifts of give the same answer because is integral and is periodic.
Eigenvector directions
If and , , then the represented derivatives are and . The discrete level and all sheet labels are held fixed. A level selected by a floor function is not a differentiable variable; separate smooth band formulas must be combined with their cutoffs.