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LeanPool.AnomalousDiffusion.AVenhance.Infra.Section5.FrozenAnsatzSpatial

Fixed-time spatial differentiation of the cutoff ansatz.

theorem AVenhance.Infra.Section5.ansatz_spaceGrad {β : ℝ} (I : Ingredients β) {Φ : ℕ → ℝ → Homogenization.Vec 2 → ℝ} (hΦ : IsStreamSeq I Φ) (m : ℕ) (κm : ℝ) (T : ℝ → Homogenization.Vec 2 → ℝ) (t : ℝ) (x : Homogenization.Vec 2) {LT LH : Homogenization.Vec 2 →L[ℝ] ℝ} (LP : ℤ → Homogenization.Vec 2 →L[ℝ] ℝ) (hT : HasFDerivAt (T t) LT x) (hH : HasFDerivAt (I.Hm hΦ m κm T t) LH x) (hP : ∀ k ∈ ⋯.toFinset, HasFDerivAt (fun (y : Homogenization.Vec 2) => Homogenization.vecDot (I.chiTilde hΦ m κm k t y) (G I hΦ m T (lIdx β I.Λ m k) t y)) (LP k) x) (i : Fin 2) :
spaceGrad (I.ansatz hΦ m κm T t) x i = spaceGrad (T t) x i + ∑ k ∈ ⋯.toFinset, I.xiMK m k t * spaceGrad (fun (y : Homogenization.Vec 2) => Homogenization.vecDot (I.chiTilde hΦ m κm k t y) (G I hΦ m T (lIdx β I.Λ m k) t y)) x i + spaceGrad (I.Hm hΦ m κm T t) x i

At a fixed time the ansatz series is exactly a finite sum over the support of xiMK; the spatial gradient therefore follows from the ordinary finite-sum product rule.

theorem AVenhance.Infra.Section5.ansatz_spaceGrad_expanded {β : ℝ} (I : Ingredients β) {Φ : ℕ → ℝ → Homogenization.Vec 2 → ℝ} (hΦ : IsStreamSeq I Φ) (m : ℕ) (κm : ℝ) (T : ℝ → Homogenization.Vec 2 → ℝ) (t : ℝ) (x : Homogenization.Vec 2) {LT LH : Homogenization.Vec 2 →L[ℝ] ℝ} (Lχ LG : ℤ → Homogenization.Vec 2 →L[ℝ] Homogenization.Vec 2) (hT : HasFDerivAt (T t) LT x) (hH : HasFDerivAt (I.Hm hΦ m κm T t) LH x) (hχ : ∀ k ∈ ⋯.toFinset, HasFDerivAt (I.chiTilde hΦ m κm k t) (Lχ k) x) (hG : ∀ k ∈ ⋯.toFinset, HasFDerivAt (fun (y : Homogenization.Vec 2) => G I hΦ m T (lIdx β I.Λ m k) t y) (LG k) x) (i : Fin 2) :
spaceGrad (I.ansatz hΦ m κm T t) x i = spaceGrad (T t) x i + ∑ k ∈ ⋯.toFinset, I.xiMK m k t * ((gradMatrix (I.chiTilde hΦ m κm k t) x).mulVec (G I hΦ m T (lIdx β I.Λ m k) t x) i + ∑ j : Fin 2, I.chiTilde hΦ m κm k t x j * spaceGrad (fun (y : Homogenization.Vec 2) => G I hΦ m T (lIdx β I.Λ m k) t y j) x i) + spaceGrad (I.Hm hΦ m κm T t) x i

Corrected line-2 spatial expansion of the ansatz. The finite sum uses the selected flow l_k in both the corrector and the pulled gradient.