Let us consider an $n$-mode Gaussian state $\rho_g$ (mixed state) in the Bosonic Fock space $\Gamma(\mathbb{C}^n)$. My question is, can we have a purification of $\rho_g$ which is itself Gaussian? Notice that convex combination of Gaussian states is not Gaussian, in general.
To make it more specific, let us assume that $\rho_g=\rho(\mathbf{l},\mathbf{m};S)$, where $\mathbf{l}$ and $\mathbf{m}$ are position and momentum means and $S$ is the covariance matrix. What would be the means and covariance matrices of the purification, if a Gaussian purification exists.
Can we have a similar result, if the state is an infinite mode Gaussian state? Advanced thanks for any help/suggestion.