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LeanPool.HighContrastHomogenization.Provider.Quenched.SmallContrastCapsBundleEntryIsotropyAtLevel

High-contrast homogenization: Provider.Quenched.SmallContrastCapsBundleEntryIsotropyAtLevel #

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

The entry caps bundle at a released split level #

The six-clause bundle with its two weak quantities read against the released sharp weak value. The four row and centering clauses are level-free and are the pinned ones.

theorem HCPolySupport.HighContrast.Quenched.profile_caps_bundle_entry_of_block_at_level {d : ℕ} [NeZero d] (hd : 2 ≤ d) {g : ℝ} (hg : g ∈ Set.Ico 0 1) {P : MeasureTheory.Measure (CoeffSpace d)} [MeasureTheory.IsProbabilityMeasure P] {E : BlockMat d} {Ψ : ℝ → ℝ} {K : ℝ} {S : CoeffSpace d → ℝ} (hdag : CoarseEllipticityDagger P g E Ψ K S) (hstat : IsStationaryLaw P) {lAl : ℤ} (hl : ↑(kZero d) ≤ lAl) {Cd : ℝ} (hCd : max 1 (12 * ↑d * √↑d) ≤ Cd) {mAl : Mat d} (hn : Matrix.PosDef mAl) (hgrid : IsRoundedGrid lAl (roundedGrid lAl mAl)) {rho : ℝ} (hrho0 : 0 < rho) (hrho1 : rho < 1) {s t : ℤ} (hst : s ≤ t) (Hw : ℕ) (hstart : lAl ≤ t - ↑Hw) {G : ℕ} (hgeomS : ∀ k ≤ s, ∀ w ∈ Response.alignedIndex (roundedGrid lAl mAl) k s, adaptedCellAt (roundedGrid lAl mAl) k w ⊆ centeredCube d (t + ↑G)) {sK : ℤ} (hsK : growthBar K ≤ 3 ^ sK) (hDelta : 0 ≤ t + ↑G - 1 - sK) (hentry : sourceMomentTwo K ≤ 3 ^ (t + ↑G - sK)) (hintAll : ∀ (k : ℤ), HasFiniteAdaptedMean P (roundedGrid lAl mAl) k) (hEt : Book.Ch02.BlockPosDef (adaptedMean P (roundedGrid lAl mAl) t)) {S0 SStar0 K0 : Mat d} (hS0 : Matrix.PosDef S0) (hStar0 : Matrix.PosDef SStar0) (hform : toFullBlockMat (adaptedMean P (roundedGrid lAl mAl) t) = schurBlock S0 SStar0 K0) {eps : ℝ} (hpos : 0 < eps) (heps1 : eps ≤ 1) (htr : ↑d * (schurHattedContrast S0 SStar0 - 1) ≤ eps) {kap : ℝ} (hkap0 : 0 ≤ kap) (hcomp : ∀ (X : BlockVec d), blockVecDot X (blockMatVecMul E X) ≤ kap * blockVecDot X (blockMatVecMul (adaptedMean P (roundedGrid lAl mAl) t) X)) {k0 : ℤ} {cIso : ℝ} (hcIso : 0 ≤ cIso) (hiso : ∀ (k : ℤ), k0 ≤ k → k ≤ s → ∀ w ∈ Response.alignedIndex (roundedGrid lAl mAl) k s, BlockMatLoewnerLE (annealedBlock P (adaptedCellAt (roundedGrid lAl mAl) k w)) (blockScale (1 + cIso) E)) {F : BlockMat d} (hFsym : IsSymmetricBlockMat F) (hFpd : Book.Ch02.BlockPosDef F) {cF : ℝ} (hcF0 : 0 ≤ cF) (hFeq : F = blockScale cF E) {R lev : ℝ} (hR1 : 1 ≤ R) (hlev : 1 ≤ lev) (henvMax : ∀ᵐ (a : CoeffSpace d) ∂P, Response.diagonalWeakMaximum rho (roundedGrid lAl mAl) t F a ≤ ENNReal.ofReal (R * (max 1 (3 * S a * 3 ^ (-(↑t + ↑G))) ^ g / 2))) {V : ℕ → ℝ} {V0 : ℝ} {Dr : ℕ → ℝ} {Vmean : ℝ} (hV : ∀ j ≤ Hw, 0 ≤ V j) (hV0 : 0 ≤ V0) (hDr0 : ∀ j ≤ Hw, 0 ≤ Dr j) (hVmean : 0 ≤ Vmean) (hvar : ∀ j ≤ Hw, scaleVariance P (roundedGrid lAl mAl) F (t - ↑j) ≤ ENNReal.ofReal (V j)) (hvart : scaleVariance P (roundedGrid lAl mAl) F t ≤ ENNReal.ofReal V0) (hdrop : ∀ j ≤ Hw, blockSize (blockSub (adaptedMean P (roundedGrid lAl mAl) (t - ↑j)) (adaptedMean P (roundedGrid lAl mAl) t)) F ≤ Dr j) (hvmean : scaleVariance P (roundedGrid lAl mAl) (adaptedMean P (roundedGrid lAl mAl) t) t ≤ ENNReal.ofReal Vmean) (e : Vec d) :
e ⬝ᵥ e = 1 → Response.profilePrimalHattedEarlierRow P (roundedGrid lAl mAl) (Response.responseSkew K0) s (Response.profilePrimalCenter P ⋯ t (fun (a : CoeffSpace d) => a.subSkew (Response.responseSkew K0) ⋯) (Response.centeredResponseLoadP S0 SStar0 K0 e) (Response.centeredResponseLoadQ S0 SStar0 K0 e)).1 (Response.profilePrimalCenter P ⋯ t (fun (a : CoeffSpace d) => a.subSkew (Response.responseSkew K0) ⋯) (Response.centeredResponseLoadP S0 SStar0 K0 e) (Response.centeredResponseLoadQ S0 SStar0 K0 e)).2 ≤ ENNReal.ofReal (rowValue2Isotropy d (rowSplitConstant cIso (capsDeepConstant Cd g mAl G k0 s t)) kap eps) ∧ Response.profileAdjointHattedEarlierRow P (roundedGrid lAl mAl) (Response.responseSkew K0) s (Response.profileAdjointCenter P ⋯ t (fun (a : CoeffSpace d) => a.subSkew (Response.responseSkew K0) ⋯) (Response.centeredResponseLoadP S0 SStar0 K0 e) (Response.centeredResponseLoadQ S0 SStar0 K0 e)).1 (Response.profileAdjointCenter P ⋯ t (fun (a : CoeffSpace d) => a.subSkew (Response.responseSkew K0) ⋯) (Response.centeredResponseLoadP S0 SStar0 K0 e) (Response.centeredResponseLoadQ S0 SStar0 K0 e)).2 ≤ ENNReal.ofReal (rowValue2Isotropy d (rowSplitConstant cIso (capsDeepConstant Cd g mAl G k0 s t)) kap eps) ∧ Response.profilePrimalWeakQuantity P mAl ⋯ t (fun (a : CoeffSpace d) => a.subSkew (Response.responseSkew K0) ⋯) (Response.centeredResponseLoadP S0 SStar0 K0 e) (Response.centeredResponseLoadQ S0 SStar0 K0 e) ≤ ENNReal.ofReal (weakValueBoundSharpIsotropyAt (Response.recentConstantAtLevel lev) (Response.maxGroupConstantAtLevel lev) (Response.energyGoodConstantAtLevel lev) P mAl (Response.responseSkew K0) F (loadScaleOfScalar cF kap) mAl rho Hw (R ^ 4 * badMomentMajorant K (t + ↑G - 1 - sK)) (R / 2) lev t lAl V V0 Dr Vmean) ∧ Response.profileAdjointWeakQuantity P mAl ⋯ t (fun (a : CoeffSpace d) => a.subSkew (Response.responseSkew K0) ⋯) (Response.centeredResponseLoadP S0 SStar0 K0 e) (Response.centeredResponseLoadQ S0 SStar0 K0 e) ≤ ENNReal.ofReal (weakValueBoundSharpIsotropyAt (Response.recentConstantAtLevel lev) (Response.maxGroupConstantAtLevel lev) (Response.energyGoodConstantAtLevel lev) P mAl (Response.responseSkew K0) F (loadScaleOfScalar cF kap) mAl rho Hw (R ^ 4 * badMomentMajorant K (t + ↑G - 1 - sK)) (R / 2) lev t lAl V V0 Dr Vmean) ∧ 1 / 2 * |vecDot (fun (i : Fin d) => ∫ (a : CoeffSpace d), Book.Ch02.averageGradient (Response.adaptedDomain ⋯ t) ((a.subSkew (Response.responseSkew K0) ⋯).coeffOn (Response.adaptedDomain ⋯ t)) (Response.centeredResponseOptimizer (Response.adaptedDomain ⋯ t) (a.subSkew (Response.responseSkew K0) ⋯) (Response.centeredResponseLoadP S0 SStar0 K0 e) (Response.centeredResponseLoadQ S0 SStar0 K0 e)) i ∂P) fun (i : Fin d) => ∫ (a : CoeffSpace d), Book.Ch02.averageFlux (Response.adaptedDomain ⋯ t) ((a.subSkew (Response.responseSkew K0) ⋯).coeffOn (Response.adaptedDomain ⋯ t)) (Response.centeredResponseOptimizer (Response.adaptedDomain ⋯ t) (a.subSkew (Response.responseSkew K0) ⋯) (Response.centeredResponseLoadP S0 SStar0 K0 e) (Response.centeredResponseLoadQ S0 SStar0 K0 e)) i ∂P| ≤ (3 * ↑d + 4) * eps ^ 2 ∧ 1 / 2 * |vecDot (fun (i : Fin d) => ∫ (a : CoeffSpace d), Book.Ch02.averageGradient (Response.adaptedDomain ⋯ t) ((a.subSkew (Response.responseSkew K0) ⋯).transpose.coeffOn (Response.adaptedDomain ⋯ t)) (Response.centeredAdjointOptimizer (Response.adaptedDomain ⋯ t) (a.subSkew (Response.responseSkew K0) ⋯) (Response.centeredResponseLoadP S0 SStar0 K0 e) (Response.centeredResponseLoadQ S0 SStar0 K0 e)) i ∂P) fun (i : Fin d) => ∫ (a : CoeffSpace d), Book.Ch02.averageFlux (Response.adaptedDomain ⋯ t) ((a.subSkew (Response.responseSkew K0) ⋯).transpose.coeffOn (Response.adaptedDomain ⋯ t)) (Response.centeredAdjointOptimizer (Response.adaptedDomain ⋯ t) (a.subSkew (Response.responseSkew K0) ⋯) (Response.centeredResponseLoadP S0 SStar0 K0 e) (Response.centeredResponseLoadQ S0 SStar0 K0 e)) i ∂P| ≤ (3 * ↑d + 4) * eps ^ 2

The entry caps bundle, at a released split level.