4th order PDE -- solved using Fourier Transforms?

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Say I had a PDE:

$$u_t + u_{xxxx} + u = f(x)$$

with IC $u(t=0)=s(x)$.

How does one use Fourier transforms to solve this? If it were second order ($u_{xx}+u_{yy} = 0$), one could use a sine/cosine transform e.g.:

$$U(k,y) = \int_{-\infty}^\infty u(x,y)$$

would be the Fourier transform so that

$$-k^2~u(k,y)+\frac{\partial }{\partial y^2}u(k,y)=0$$

Where do I start to even solve a pde of this nature?