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LeanPool.HighContrastHomogenization.Entry.Response.Rows.CutoffMeanDefectIntegrability

High-contrast homogenization: Entry.Response.Rows.CutoffMeanDefectIntegrability #

Imported from the Apache-2.0 HighContrastHomogenization development at commit 7a13dbcd8d6609264a713373f5c69ceeac870472.

Coordinatewise integrability of the cutoff-mean defect #

For the cutoff-mean row of the cutoff estimate in p.response.transfer, the annealed cutoff-mean defect splits, coordinate by coordinate, into a cell part and an oscillation part. Four families of P-integrability feed that split — the terminal cell mean of the optimizer state, its depth-H cell part, the cutoff-weighted mean, and the oscillation part itself — and this file proves all four, for both the minus and the plus sign, from the integrability established for the oscillation half of the row. A short auxiliary fact about the vanishing of a pairing against the zero vector closes one of the coordinate cases.

The cutoff-mean defect is integrable in every coordinate #

The cutoff-mean row of p.response.transfer splits the annealed cutoff-mean defect, coordinate by coordinate, into a cell part and an oscillation part. Four families of P-integrabilities feed that split: the terminal cell mean, the depth-H cell part, the cutoff-weighted mean and the oscillation part. All four come from the oscillation half of the row read at the 2d basis dual vectors: at Y = (0, δ_i) the crossed scalar ⟨Y₂, ∇u⟩ + ⟨Y₁, a ∇u⟩ collapses to (∇u)_i and at Y = (δ_i, 0) to (a ∇u)_i, so the annealed functional of the half is the (φ-1)-weighted mean of one coordinate, and the Fenchel probe of CellOscillationSplit makes the unweighted cell means integrable on every aligned cell. The source-load series converges at every dual vector (OptimizerMeanRowCarriers), so the 2d instantiations are legitimate.

theorem HCPolySupport.HighContrast.Multiscale.integrable_cutoffMeanDefect_coords_respCoeffMinus {d : ℕ} [NeZero d] (hd : 2 ≤ d) (P : MeasureTheory.Measure (CoeffSpace d)) [MeasureTheory.IsProbabilityMeasure P] (hstat : IsStationaryLaw P) (γ : ℝ) (E : BlockMat d) (Ψ : ℝ → ℝ) (Kg : ℝ) (Src : CoeffSpace d → ℝ) (hdag : CoarseEllipticityDagger P γ E Ψ Kg Src) (jStar : ℕ) (hjStar : 2 * d ≤ 3 ^ jStar) (F : BlockMat d) (hm : Matrix.PosDef (explicitCanonicalMetric F)) (H : ℕ) (s t : ℤ) (ht : t = s + ↑H) (hjs : ↑jStar ≤ s) (e : Vec d) (φ : Vec d → ℝ) (hφ : IsResponseCutoff (respGrid jStar F) t φ) (uM : (a : CoeffSpace d) → AHarmonicFunction (respCoeffMinus F a) (respCell jStar F t)) (hmax : ∀ (a : CoeffSpace d), IsResponseMaximizer (respCell jStar F t) (respP (respMean P jStar F t) e) (respqMinus P jStar F t e) (respCoeffMinus F a) (uM a)) (hEint : ∀ (a : CoeffSpace d), MeasureTheory.IntegrableOn (scalarVariationEnergyIntegrand (respCoeffMinus F a) (uM a)) (respCell jStar F t) MeasureTheory.volume) (hJ : MeasureTheory.Integrable (fun (a : CoeffSpace d) => respJ (respGrid jStar F) t (respP (respMean P jStar F t) e) (respqMinus P jStar F t e) (respCoeffMinus F a)) P) (hsumm : ∀ (Y : BlockVec d), Summable (respSourceLoadSummand P jStar F s (respCoeffMinus F) Y)) :
(∀ (i : Fin d), MeasureTheory.Integrable (fun (a : CoeffSpace d) => (cellAverage (respCell jStar F t) (optimizerField (respCoeffMinus F a) (uM a))).1 i) P) ∧ (∀ (i : Fin d), MeasureTheory.Integrable (fun (a : CoeffSpace d) => (cellAverage (respCell jStar F t) (optimizerField (respCoeffMinus F a) (uM a))).2 i) P) ∧ (∀ (i : Fin d), MeasureTheory.Integrable (fun (a : CoeffSpace d) => (↑(triadicIndexBox d H).card)⁻¹ * ∑ w ∈ triadicIndexBox d H, (volumeAverage (adaptedCellAtCenter (respGrid jStar F) s w) φ - 1) * volumeAverage (adaptedCellAtCenter (respGrid jStar F) s w) fun (x : Vec d) => (optimizerField (respCoeffMinus F a) (uM a) x).1 i) P) ∧ (∀ (i : Fin d), MeasureTheory.Integrable (fun (a : CoeffSpace d) => (↑(triadicIndexBox d H).card)⁻¹ * ∑ w ∈ triadicIndexBox d H, (volumeAverage (adaptedCellAtCenter (respGrid jStar F) s w) φ - 1) * volumeAverage (adaptedCellAtCenter (respGrid jStar F) s w) fun (x : Vec d) => (optimizerField (respCoeffMinus F a) (uM a) x).2 i) P) ∧ (∀ (i : Fin d), MeasureTheory.Integrable (fun (a : CoeffSpace d) => (cutoffStateMeanAux (respCell jStar F t) φ (respCoeffMinus F a) (uM a)).1 i) P) ∧ (∀ (i : Fin d), MeasureTheory.Integrable (fun (a : CoeffSpace d) => (cutoffStateMeanAux (respCell jStar F t) φ (respCoeffMinus F a) (uM a)).2 i) P) ∧ (∀ (i : Fin d), MeasureTheory.Integrable (fun (a : CoeffSpace d) => (↑(triadicIndexBox d H).card)⁻¹ * ∑ w ∈ triadicIndexBox d H, volumeAverage (adaptedCellAtCenter (respGrid jStar F) s w) fun (x : Vec d) => (φ x - volumeAverage (adaptedCellAtCenter (respGrid jStar F) s w) φ) * (optimizerField (respCoeffMinus F a) (uM a) x).1 i) P) ∧ ∀ (i : Fin d), MeasureTheory.Integrable (fun (a : CoeffSpace d) => (↑(triadicIndexBox d H).card)⁻¹ * ∑ w ∈ triadicIndexBox d H, volumeAverage (adaptedCellAtCenter (respGrid jStar F) s w) fun (x : Vec d) => (φ x - volumeAverage (adaptedCellAtCenter (respGrid jStar F) s w) φ) * (optimizerField (respCoeffMinus F a) (uM a) x).2 i) P

The four coordinate integrabilities of the cutoff-mean defect, minus sign. The terminal cell mean, the depth-H cell part, the cutoff-weighted mean and the oscillation part of each coordinate of the terminal optimizer state are P-integrable.

theorem HCPolySupport.HighContrast.Multiscale.integrable_cutoffMeanDefect_coords_respCoeffPlus {d : ℕ} [NeZero d] (hd : 2 ≤ d) (P : MeasureTheory.Measure (CoeffSpace d)) [MeasureTheory.IsProbabilityMeasure P] (hstat : IsStationaryLaw P) (γ : ℝ) (E : BlockMat d) (Ψ : ℝ → ℝ) (Kg : ℝ) (Src : CoeffSpace d → ℝ) (hdag : CoarseEllipticityDagger P γ E Ψ Kg Src) (jStar : ℕ) (hjStar : 2 * d ≤ 3 ^ jStar) (F : BlockMat d) (hm : Matrix.PosDef (explicitCanonicalMetric F)) (H : ℕ) (s t : ℤ) (ht : t = s + ↑H) (hjs : ↑jStar ≤ s) (e : Vec d) (φ : Vec d → ℝ) (hφ : IsResponseCutoff (respGrid jStar F) t φ) (uP : (a : CoeffSpace d) → AHarmonicFunction (respCoeffPlus F a) (respCell jStar F t)) (hmax : ∀ (a : CoeffSpace d), IsResponseMaximizer (respCell jStar F t) (respP (respMean P jStar F t) e) (respqPlus P jStar F t e) (respCoeffPlus F a) (uP a)) (hEint : ∀ (a : CoeffSpace d), MeasureTheory.IntegrableOn (scalarVariationEnergyIntegrand (respCoeffPlus F a) (uP a)) (respCell jStar F t) MeasureTheory.volume) (hJ : MeasureTheory.Integrable (fun (a : CoeffSpace d) => respJ (respGrid jStar F) t (respP (respMean P jStar F t) e) (respqPlus P jStar F t e) (respCoeffPlus F a)) P) (hsumm : ∀ (Y : BlockVec d), Summable (respSourceLoadSummand P jStar F s (respCoeffPlus F) Y)) :
(∀ (i : Fin d), MeasureTheory.Integrable (fun (a : CoeffSpace d) => (cellAverage (respCell jStar F t) (optimizerField (respCoeffPlus F a) (uP a))).1 i) P) ∧ (∀ (i : Fin d), MeasureTheory.Integrable (fun (a : CoeffSpace d) => (cellAverage (respCell jStar F t) (optimizerField (respCoeffPlus F a) (uP a))).2 i) P) ∧ (∀ (i : Fin d), MeasureTheory.Integrable (fun (a : CoeffSpace d) => (↑(triadicIndexBox d H).card)⁻¹ * ∑ w ∈ triadicIndexBox d H, (volumeAverage (adaptedCellAtCenter (respGrid jStar F) s w) φ - 1) * volumeAverage (adaptedCellAtCenter (respGrid jStar F) s w) fun (x : Vec d) => (optimizerField (respCoeffPlus F a) (uP a) x).1 i) P) ∧ (∀ (i : Fin d), MeasureTheory.Integrable (fun (a : CoeffSpace d) => (↑(triadicIndexBox d H).card)⁻¹ * ∑ w ∈ triadicIndexBox d H, (volumeAverage (adaptedCellAtCenter (respGrid jStar F) s w) φ - 1) * volumeAverage (adaptedCellAtCenter (respGrid jStar F) s w) fun (x : Vec d) => (optimizerField (respCoeffPlus F a) (uP a) x).2 i) P) ∧ (∀ (i : Fin d), MeasureTheory.Integrable (fun (a : CoeffSpace d) => (cutoffStateMeanAux (respCell jStar F t) φ (respCoeffPlus F a) (uP a)).1 i) P) ∧ (∀ (i : Fin d), MeasureTheory.Integrable (fun (a : CoeffSpace d) => (cutoffStateMeanAux (respCell jStar F t) φ (respCoeffPlus F a) (uP a)).2 i) P) ∧ (∀ (i : Fin d), MeasureTheory.Integrable (fun (a : CoeffSpace d) => (↑(triadicIndexBox d H).card)⁻¹ * ∑ w ∈ triadicIndexBox d H, volumeAverage (adaptedCellAtCenter (respGrid jStar F) s w) fun (x : Vec d) => (φ x - volumeAverage (adaptedCellAtCenter (respGrid jStar F) s w) φ) * (optimizerField (respCoeffPlus F a) (uP a) x).1 i) P) ∧ ∀ (i : Fin d), MeasureTheory.Integrable (fun (a : CoeffSpace d) => (↑(triadicIndexBox d H).card)⁻¹ * ∑ w ∈ triadicIndexBox d H, volumeAverage (adaptedCellAtCenter (respGrid jStar F) s w) fun (x : Vec d) => (φ x - volumeAverage (adaptedCellAtCenter (respGrid jStar F) s w) φ) * (optimizerField (respCoeffPlus F a) (uP a) x).2 i) P

The four coordinate integrabilities of the cutoff-mean defect, plus sign. The adjoint twin of integrable_cutoffMeanDefect_coords_respCoeffMinus.