I am trying to figure out how to make sense of a time dependent Hamiltonian. In the Schrödinger picture, the one dimensional Hamiltonian is written: $$\hat{H} = -\frac{\hbar^2}{2m}\frac{\partial^2}{\partial x^2} + V(x,t).$$
If the Hamiltonian is time independent, then it makes sense that any $\hat{H}$ eigenstate is a stationary state (consider evolved in time state by the unitary time evolution operator). This is the case when solving the TISE. However, I am incredibly confused about how to properly talk about time dependent Hamiltonians.
How am I to make sense of the potential being time dependent. Hence, the Hamiltonian operator (which in the Schrödinger picture is supposed to be time independent) being time dependent?
Additionally, what do the eigenstates of this Hamiltonian look like? And, are they stationary states?