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The Gibbs Dirichlet Form of the Noise Gradient

Defines the Gibbs Dirichlet form as the inner product, in the square-integrable fields of the Gibbs measure, of Gibbs noise gradients.

Statement

In the settings of The Real Numbers: Standing Notation and Background and Gaussian Analysis Relative to a Diagonal Gaussian Reference Measure with Noise Weights: Standing Notation, let β,q∈R\beta,q\in\mathbb{R} satisfy 0<β0<\beta and 1<q1<q, let VV be a Gibbs-Sobolev potential at temperature β\beta with exponent qq, with Gibbs measure γβV\gamma^{V}_{\beta}, Gibbs Sobolev space Da1,2(γβV)\mathbb{D}^{1,2}_{a}(\gamma^{V}_{\beta}) and Gibbs noise gradient ∇aV\nabla^{V}_{a}, and let ⟨⋅,⋅⟩γβV\langle\cdot,\cdot\rangle_{\gamma^{V}_{\beta}} be the inner product of L2(γβV;Xa)L^{2}(\gamma^{V}_{\beta};X^{a}) as in The Gibbs Sobolev Space of the Noise Gradient.

(The Gibbs Dirichlet form) The Gibbs Dirichlet form is the function EaV\mathcal{E}^{V}_{a} on pairs of elements of Da1,2(γβV)\mathbb{D}^{1,2}_{a}(\gamma^{V}_{\beta}) given by

EaV(F,G)=⟨∇aVF,∇aVG⟩γβV.\mathcal{E}^{V}_{a}(F,G)=\langle\nabla^{V}_{a}F,\nabla^{V}_{a}G\rangle_{\gamma^{V}_{\beta}}.

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