For a Gibbs-Sobolev potential the Gibbs measure has finite second moments, satisfies the Gaussian integration by parts formula with the extra drift given by the partial derivatives of the potential over the temperature, and the noise gradient on cylindrical functions is closable in its square-integrable space.
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 satisfy and , and let be a Gibbs-Sobolev potential at temperature with exponent , with partial derivatives (). , the partial derivatives and the noise gradients of its members are those of Gaussian Analysis Relative to a Diagonal Gaussian Reference Measure with Noise Weights: Standing Notation §cylindrical.
1. (The Gibbs measure) The function , with the exponential function, is Borel and integrable with respect to , so the Gibbs measure of at temperature is defined; and .
2. (Square-integrability) For every the coordinate and are square-integrable with respect to .
3. (Integration by parts) For every and , the function is integrable with respect to , and
4. (Closability) Let be the real Hilbert space of Probability Measures on a Hilbert Space Transported in the Noise Norm: Standing Notation §fields for the measure , with norm . If () and satisfy and as , then .
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