  In this work, an $r$-linearly converging adaptive solver is constructed for
parabolic evolution equations in a simultaneous space-time variational
formulation. Exploiting the product structure of the space-time cylinder, the
family of trial spaces that we consider are given as the spans of
wavelets-in-time and (locally refined) finite element spaces-in-space.
Numerical results illustrate our theoretical findings.
