With a Laplace transform, we can remember common set ups; for example, 
\[
\mathcal{L}\{e^{-at}\} = \frac{1}{s + a}.
\]
When it comes to the inverse Laplace transform, I can only find the tables to remember in a book.  However, if we go back to the Laplace transform, we can always do
\[...