Fix a bounded planar domain and explicitly choose the Dirichlet form normalizationIts Dirichlet Green function of the Laplacian satisfies . Let be an orthonormal basis of the corresponding Sobolev space . The formal expansionis interpreted as a weak kernel identity. Concretely, for smooth compactly supported test functions ,The identity follows by applying Parseval's identity to the two Riesz representatives for the integration functionals. It is not a claim that arbitrary Sobolev space basis functions have pointwise values everywhere or that the series converges on the singular diagonal.
For a finite measure with finite Green energy, the same Hilbert-space identity gives . This is the square-summability condition for a Finite-Green-energy measure pairing with a Gaussian free field. An alternative energy normalization rescales both the basis and the Green kernel; specifying the factor prevents an unnoticed mismatch.[ref]
Gaussian free fields for mathematicians by Scott Sheffield. Section 2, Hilbert-space basis construction; the energy has been explicitly rescaled here
Let be a finite measure on with finite Green energy, in the normalization of the Green-kernel expansion in the Dirichlet space. For an orthonormal basis and independent standard Gaussian random variables , defineThe sum converges in L2 space, since the sum of the coefficient squares equals the Green energy. It is centered Gaussian withFor several measures, the same coefficients give their cross-covariances by the corresponding mixed Green integrals.
The joint law is independent of the chosen basis. A stronger pathwise statement needs consistent coefficients: realize the field through one isonormal Gaussian process on the Dirichlet Hilbert space and take for each basis. Then Parseval's identity makes both expansions equal to the same -pairing in L2 space. Drawing a fresh independent coefficient family for a different basis produces another field with the same law, not the same outcome-by-outcome field. This distinguishes basis invariance of a construction from an unspecified coupling of two constructions.[ref]
Gaussian free fields for mathematicians by Scott Sheffield. Sections 2.1–2.3: Gaussian Hilbert spaces and series construction
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