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LeanPool.Superdiffusion.Algsuperdiff.Section3.Provider.Corrector.StationaryCarrierTransport

StationaryCarrierTransport #

Ported from scottnarmstrong/Superdiffusion at 7f20476385d4af418f110303085ad0740c9eba46. Module imports, support namespace and local option directives adapted for Lean Pool.

Transporting the stationary potential projection along an equivariant factor map #

Two stationary carriers can present the same random field. In this repository the fresh-shell forcing is read both on CoarseGraining's regular-field carrier RegCoeffField d — where the frozen assumption (J4) states the corrector energy — and on the continuous-path carrier C(Vec d, Mat d) — where the corrector limit l.corrector.limit is proved, because that carrier alone supports the joint measurability of the translation action. The two stationary L² layers sit over different σ-algebras, so the two canonical Helmholtz correctors are a priori unrelated.

This file supplies the missing comparison in complete generality. Let Φ : Ω₂ → Ω₁ be measurable, equivariant for the two real translation actions, and push the second law forward to the first. Write

Both maps intertwine the two Koopman families — the transport by construction, its adjoint by taking adjoints in the intertwining relation and using the proved Koopman adjoint identity inner_koopman_left of Algsuperdiff/Section3/Provider/Corrector/MollifiedDecorrelation.lean. Consequently both map horizontal gradients to horizontal gradients, hence both map stationary potential subspace into stationary potential subspace (mem_stationaryPotentialSubspace_carrierTransport and mem_stationaryPotentialSubspace_carrierTransportAdj). That two-sided invariance is exactly what makes the two orthogonal projections correspond:

stationaryPotentialProjection (carrierTransport F) = carrierTransport (stationaryPotentialProjection F),

and therefore the two projected energies agree (norm_stationaryPotentialProjection_carrierTransport).

No identification of the two σ-algebras is used, and the transport is not assumed surjective: the adjoint direction replaces both.

Main results #

Disclosure. Nothing in this file realizes any source node: it is a Hilbert-space comparison of two carrier presentations of one stationary field. It consumes only Mathlib, Algsuperdiff.Probability.StationaryProjection and the Koopman algebra of MollifiedDecorrelation.lean. No draft theorem, in particular not Frozen.External.calderon_zygmund, is used.

Intertwining maps preserve horizontal gradients #

The transport along an equivariant factor map, and its adjoint #

noncomputable def Algsuperdiff.Section3.Provider.Corrector.carrierTransport {Ω₁ : Type u_1} {Ω₂ : Type u_2} [MeasurableSpace Ω₁] [MeasurableSpace Ω₂] {μ₁ : MeasureTheory.Measure Ω₁} {μ₂ : MeasureTheory.Measure Ω₂} (E : Type u_3) [NormedAddCommGroup E] [InnerProductSpace ℝ E] {Φ : Ω₂ → Ω₁} (hΦ : MeasureTheory.MeasurePreserving Φ μ₂ μ₁) :
↥(MeasureTheory.Lp E 2 μ₁) →L[ℝ] ↥(MeasureTheory.Lp E 2 μ₂)

Transport of the stationary L² layer along a measure-preserving map: u ↦ u ∘ Φ.

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    noncomputable def Algsuperdiff.Section3.Provider.Corrector.carrierTransportAdj {Ω₁ : Type u_1} {Ω₂ : Type u_2} [MeasurableSpace Ω₁] [MeasurableSpace Ω₂] {μ₁ : MeasureTheory.Measure Ω₁} {μ₂ : MeasureTheory.Measure Ω₂} (E : Type u_3) [NormedAddCommGroup E] [InnerProductSpace ℝ E] [CompleteSpace E] {Φ : Ω₂ → Ω₁} (hΦ : MeasureTheory.MeasurePreserving Φ μ₂ μ₁) :
    ↥(MeasureTheory.Lp E 2 μ₂) →L[ℝ] ↥(MeasureTheory.Lp E 2 μ₁)

    The Hilbert adjoint of the transport.

    Equations
    Instances For
      theorem Algsuperdiff.Section3.Provider.Corrector.coeFn_carrierTransport {Ω₁ : Type u_1} {Ω₂ : Type u_2} [MeasurableSpace Ω₁] [MeasurableSpace Ω₂] {μ₁ : MeasureTheory.Measure Ω₁} {μ₂ : MeasureTheory.Measure Ω₂} {E : Type u_3} [NormedAddCommGroup E] [InnerProductSpace ℝ E] {Φ : Ω₂ → Ω₁} (hΦ : MeasureTheory.MeasurePreserving Φ μ₂ μ₁) (g : ↥(MeasureTheory.Lp E 2 μ₁)) :
      ↑↑((carrierTransport E hΦ) g) =ᵐ[μ₂] ↑↑g ∘ Φ
      theorem Algsuperdiff.Section3.Provider.Corrector.norm_carrierTransport {Ω₁ : Type u_1} {Ω₂ : Type u_2} [MeasurableSpace Ω₁] [MeasurableSpace Ω₂] {μ₁ : MeasureTheory.Measure Ω₁} {μ₂ : MeasureTheory.Measure Ω₂} {E : Type u_3} [NormedAddCommGroup E] [InnerProductSpace ℝ E] {Φ : Ω₂ → Ω₁} (hΦ : MeasureTheory.MeasurePreserving Φ μ₂ μ₁) (g : ↥(MeasureTheory.Lp E 2 μ₁)) :
      theorem Algsuperdiff.Section3.Provider.Corrector.inner_carrierTransportAdj_left {Ω₁ : Type u_1} {Ω₂ : Type u_2} [MeasurableSpace Ω₁] [MeasurableSpace Ω₂] {μ₁ : MeasureTheory.Measure Ω₁} {μ₂ : MeasureTheory.Measure Ω₂} {E : Type u_3} [NormedAddCommGroup E] [InnerProductSpace ℝ E] {Φ : Ω₂ → Ω₁} [CompleteSpace E] (hΦ : MeasureTheory.MeasurePreserving Φ μ₂ μ₁) (w : ↥(MeasureTheory.Lp E 2 μ₂)) (v : ↥(MeasureTheory.Lp E 2 μ₁)) :

      The defining adjunction.

      theorem Algsuperdiff.Section3.Provider.Corrector.carrierTransport_compLpL {Ω₁ : Type u_1} {Ω₂ : Type u_2} [MeasurableSpace Ω₁] [MeasurableSpace Ω₂] {μ₁ : MeasureTheory.Measure Ω₁} {μ₂ : MeasureTheory.Measure Ω₂} {E : Type u_3} {F : Type u_4} [NormedAddCommGroup E] [InnerProductSpace ℝ E] [NormedAddCommGroup F] [InnerProductSpace ℝ F] {Φ : Ω₂ → Ω₁} (hΦ : MeasureTheory.MeasurePreserving Φ μ₂ μ₁) (L : E →L[ℝ] F) (g : ↥(MeasureTheory.Lp E 2 μ₁)) :

      Transport commutes with the pointwise action of a continuous linear map.

      Pointwise application of a continuous linear map is adjoint to pointwise application of its adjoint.

      theorem Algsuperdiff.Section3.Provider.Corrector.carrierTransportAdj_compLpL {Ω₁ : Type u_1} {Ω₂ : Type u_2} [MeasurableSpace Ω₁] [MeasurableSpace Ω₂] {μ₁ : MeasureTheory.Measure Ω₁} {μ₂ : MeasureTheory.Measure Ω₂} {E : Type u_3} {F : Type u_4} [NormedAddCommGroup E] [InnerProductSpace ℝ E] [NormedAddCommGroup F] [InnerProductSpace ℝ F] {Φ : Ω₂ → Ω₁} [CompleteSpace E] [CompleteSpace F] (hΦ : MeasureTheory.MeasurePreserving Φ μ₂ μ₁) (L : E →L[ℝ] F) (w : ↥(MeasureTheory.Lp E 2 μ₂)) :

      The adjoint transport also commutes with the pointwise action of a continuous linear map.

      The transport intertwines the two Koopman families, provided the factor map is equivariant.

      The adjoint transport intertwines the two Koopman families as well.

      Both directions preserve the stationary potential subspace #

      The two stationary potential projections correspond #

      The stationary potential projection is natural under an equivariant factor map. No identification of the two carrier σ-algebras is used, and the transport is not assumed surjective.