We address the problem of identifying the (nonstationary) quantum systems t
hat admit supersymmetric dynamical invariants. In particular, we give a gen
eral expression for the bosonic and fermionic partner Hamiltonians. Due to
the supersymmetric nature of the dynamical invariant the solutions of the t
ime-dependent Schrodinger equation for the partner Hamiltonians can be easi
ly mapped to one another. We use this observation to obtain a class of exac
tly solvable time-dependent Schrodinger equations. As applications of our m
ethod, we construct classes of exactly solvable time-dependent generalized
harmonic oscillators and spin Hamiltonians.