We construct and analyze conformally invariant random fields on 4-dimensional Riemannian manifolds . These centered Gaussian fields , called \emph{co-biharmonic Gaussian fields}, are characterized by their covariance kernels defined as the integral kernel for the inverse of the \emph{Paneitz operator} \begin{equation*}\mathsf p=\frac1{8π^2}\bigg[Δ^2+ \left(2-\frac23\right)\nabla \bigg]. \end{equation*} The kernel is invariant (modulo additive corrections) under conformal transformations, and it exhibits a precise logarithmic divergence In terms of the co-biharmonic Gaussian field , we define the \emph{quantum Liouville measure}, a random measure on , heuristically given as \begin{equation*} dμ(x):= e^{γh(x)-\frac{γ^2}2k(x,x)},d _g(x),, \end{equation*} and rigorously obtained a.s.~for as weak limit of the RHS with replaced by suitable regular approximations . For the flat torus , we provide discrete approximations of the Gaussian field and of the Liouville measures in terms of semi-discrete random objects, based on Gaussian random variables on the discrete torus and piecewise constant functions in the isotropic Haar system.

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