Documentation

LeanPool.OSforGFF.OS.OS4MGF

OS4 — Shared Infrastructure #

Shared lemmas for os4Clustering and OS4Ergodicity:

Time Translation Infrastructure #

We re-export the core TimeTranslation API so that importers of OS4infra get these names in scope without a separate TimeTranslation import.

Time Translation Decomposition Lemmas #

Time translation commutes with real part extraction for complex Schwartz functions.

Time translation commutes with imaginary part extraction for complex Schwartz functions.

Time translation on distributions is compatible with complex pairing. ⟨T_s ω, g⟩ℂ = ⟨ω, T{-s} g⟩_ℂ

Continuity of Complex Pairing under Time Translation #

s ↦ ⟨T_s ω, g⟩_ℂ is continuous. Uses the proved continuous_timeTranslationSchwartz.

Euclidean Group Infrastructure for Time Translation #

noncomputable def OS4infra.timeTranslationE (t : ) :

Time translation as a Euclidean group element. timeTranslationE t = (1, -timeShiftConst t) where 1 is the identity rotation.

Equations
Instances For

    The Euclidean action of timeTranslationE equals timeTranslationSchwartzℂ.

    GFF Covariance Invariance #

    The GFF covariance is invariant under simultaneous time translation.

    GFF Moment Generating Function #

    MGF formula for GFF: ∫ exp(⟨ω,J⟩) dμ = exp(+(1/2) * C(J,J)). This follows from the characteristic function formula via substitution J → (-I)•J.

    Joint MGF Factorization #

    Joint MGF factorization for GFF. E[e^{⟨ω,f⟩+⟨ω,g⟩}] = E[e^{⟨ω,f⟩}] E[e^{⟨ω,g⟩}] e^{C(f,g)} This follows from the GFF being Gaussian.

    Exponential Bound #

    ‖e^x - 1‖ ≤ ‖x‖ · e^{‖x‖} for complex x.