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LeanPool.AnomalousDiffusion.AVenhance.Infra.FaaDiBruno.FlowDnInduction.Remainder

The lower-order Faà di Bruno term in the flow induction #

This module isolates the one-block term in the ordered-finpartition chain rule. The remaining terms are bounded by the all-order 10421 resummation, with the paper's coefficient and radius factors.

The unique ordered finpartition with one block.

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    theorem AVenhance.FaaDiBruno.Remainder.flowOneAddSum_le_prodAddOne {α : Type u_1} (s : Finset α) (f : α → ℕ) :
    1 + ∑ i ∈ s, f i ≤ ∏ i ∈ s, (f i + 1)
    theorem AVenhance.FaaDiBruno.Remainder.flowShiftFactor {n : ℕ} (hn : 0 < n) (c : OrderedFinpartition n) :
    (↑n + 1) ^ 2 ≤ (↑c.length + 1) ^ 2 * ∏ i : Fin c.length, (↑(c.partSize i) + 1) ^ 2

    The positive coefficient weight corresponding to an ordered finpartition in the flow induction.

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      The positive form of the 10421 resummation. Each summand is the absolute value of the signed paper summand, written with the positive coefficients flowHalfBinomialCoeff; this form is convenient for bounding the lower-order Faà di Bruno terms.

      theorem AVenhance.FaaDiBruno.Remainder.flowLiftEndoDerivativeBound {m r : ℕ} (F : Homogenization.Vec 2 → Homogenization.Vec 2) (hF : ContDiff ℝ (↑m) F) (hr : r ≤ m) {C R : ℝ} (hR : 0 < R) (hC : 0 ≤ C) (hFsnorm : snorm F r R ≤ ENNReal.ofReal C) (x : Homogenization.Vec 2) :
      ‖iteratedFDeriv ℝ r (liftVecOneEndo F) (WithLp.toLp 1 x)‖ ≤ 2 * (C * ↑r.factorial * R ^ r / (↑r + 1) ^ 2)
      theorem AVenhance.FaaDiBruno.Remainder.flowInnerCoefficientProduct {n : ℕ} (c : OrderedFinpartition n) (A : Fin c.length → ℝ) (Rf Rflow : ℝ) :
      ∏ i : Fin c.length, A i / Rf * ↑(c.partSize i).factorial * Rflow ^ c.partSize i / (↑(c.partSize i) + 1) ^ 2 = (∏ i : Fin c.length, A i * ↑(c.partSize i).factorial) * Rflow ^ n / (Rf ^ c.length * ∏ i : Fin c.length, (↑(c.partSize i) + 1) ^ 2)
      theorem AVenhance.FaaDiBruno.Remainder.flowFaaTerm_bound {N n : ℕ} (hn : 2 ≤ n) (hnN : n ≤ N) {b : ℝ → Homogenization.Vec 2 → Homogenization.Vec 2} (hb : Infra.Flow.SmoothPeriodicField b) {X : ℝ → Homogenization.Vec 2 → ℝ → Homogenization.Vec 2} (hXsmooth : ContDiff ℝ ↑⊤ fun (p : (ℝ × Homogenization.Vec 2) × ℝ) => X p.1.1 p.1.2 p.2) {C_f R_f : ℝ} (hCf : 0 < C_f) (hRf : 0 < R_f) (hB : ∀ (t : ℝ) (k : ℕ), 1 ≤ k → k ≤ N → snorm (b t) k R_f ≤ ENNReal.ofReal C_f) (t : ℝ) (x : Homogenization.Vec 2) (hDn : ∀ (k : ℕ), 1 ≤ k → k < n → snorm (fun (y : Homogenization.Vec 2) => X t y 0) k (8 * 2 * R_f * (1 + 8 * 2 * C_f * R_f * |t|)) ≤ ENNReal.ofReal (flowHalfBinomialCoeff (k - 1) / (2 * R_f))) (c : OrderedFinpartition n) (hc : 2 ≤ c.length) :
      ‖(ftaylorSeries ℝ (liftVecOne (b t)) (liftVecOneEndo (fun (y : Homogenization.Vec 2) => X t y 0) (WithLp.toLp 1 x))).compAlongOrderedFinpartition (ftaylorSeries ℝ (liftVecOneEndo fun (y : Homogenization.Vec 2) => X t y 0) (WithLp.toLp 1 x)) c‖ ≤ C_f * (8 * 2 * R_f * (1 + 8 * 2 * C_f * R_f * |t|)) ^ n / (↑n + 1) ^ 2 * flowPositivePartitionWeight c
      theorem AVenhance.FaaDiBruno.flowFaaRemainder_coordinate_bound {N n : ℕ} (hn : 2 ≤ n) (hnN : n ≤ N) {b : ℝ → Homogenization.Vec 2 → Homogenization.Vec 2} (hb : Infra.Flow.SmoothPeriodicField b) {X : ℝ → Homogenization.Vec 2 → ℝ → Homogenization.Vec 2} (hXsmooth : ContDiff ℝ ↑⊤ fun (p : (ℝ × Homogenization.Vec 2) × ℝ) => X p.1.1 p.1.2 p.2) {C_f R_f : ℝ} (hCf : 0 < C_f) (hRf : 0 < R_f) (hB : ∀ (t : ℝ) (k : ℕ), 1 ≤ k → k ≤ N → snorm (b t) k R_f ≤ ENNReal.ofReal C_f) (t : ℝ) (x : Homogenization.Vec 2) (hDn : ∀ (k : ℕ), 1 ≤ k → k < n → snorm (fun (y : Homogenization.Vec 2) => X t y 0) k (8 * 2 * R_f * (1 + 8 * 2 * C_f * R_f * |t|)) ≤ ENNReal.ofReal (flowHalfBinomialCoeff (k - 1) / (2 * R_f))) (I : Fin n → Fin 2) :
      ‖orderedPartial n (fun (z : Homogenization.Vec 2) => b t (X t z 0)) x I - (fderiv ℝ (b t) (X t x 0)) (orderedPartial n (fun (z : Homogenization.Vec 2) => X t z 0) x I)‖ ≤ C_f * (8 * 2 * R_f * (1 + 8 * 2 * C_f * R_f * |t|)) ^ n / (↑n + 1) ^ 2 * (2 * ↑(n + 1).factorial * flowHalfBinomialCoeff n)

      Pointwise bound for the lower-order part of the differentiated flow equation. The one-block Faà di Bruno term has been removed exactly; the remaining terms are summed by the positive 10421 resummation.