The question is pretty much self-contained in the title: is there some criterion for recognizing the Laplace transforms of compact-supported functions, other than the explicit computation of $\mathcal{L}^{-1}$?
The question arises in a peculiar context: some integrals of oscillating functions can be converted into integrals of monotonic functions by exploiting the self-adjointness of the Laplace transform, for instance $$ \int_{0}^{+\infty}\frac{\sin(s)}{\sqrt{s}}\,ds = \int_{0}^{+\infty}\frac{dx}{\sqrt{\pi x}(1+x^2)} $$ and for numerical purposes the latter form is clearly more manageable than the former. On the other hand integrals of compact-supported functions are easier to handle through interpolation and quadrature, so it would be a nice thing to recognize in $\frac{1+e^{-\pi s}}{1+s^2}$ the Laplace transform of the chunk of the sine wave supported on $[0,\pi]$, in order to compute $$ \int_{0}^{+\infty}\frac{1+e^{-\pi s}}{\sqrt{s}(1+s^2)}\,ds $$ by applying a quadrature scheme (as done here) to $$ \int_{0}^{\pi}\frac{\sin(s)}{\sqrt{s}}\,ds. $$ The essence of the question is to understand which kinds of functions allow this trick.