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LeanPool.Superdiffusion.Algsuperdiff.Section5.Support.SiteFamilyFive

SiteFamilyFive #

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

The scale decomposition of the event Q at a lattice site #

Section 5.2 of ABK26 applies the abstract percolation path bound on the rescaled lattice 3^{n-1} ℤ^d ↦ ℤ^d, to a family of bad events indexed by a site z and a scale L. This module defines that family and proves the two properties that do not involve any probability: the family covers the complement of the event Q(3^{n-1} z + □_n, ε), and every one of its members is an event of the shells of index at most n + L on the closed cube of its own site.

The event Q(y + □_n, ε) is the intersection of the good cube event at y + □_n with the large-scale event 𝒥(y + □_n, Cinj⁻¹ ε γ^{-1/2}), whose defining sum runs over every shell of index at least n. The good cube event is an event of the cube itself; the large-scale sum is not, and this is why it is resolved shell by shell:

B_0(z) = 𝒢(3^{n-1} z + □_n, ε)^c ∪ { shell n exceeds C_0 ε γ^{-1/2} } ,
B_L(z) = { shell n + L exceeds C_0 ε γ^{-1/2} · 3^{-L/8} } ,        L ≥ 1 .

The two disclosed constants #

  1. The threshold decay δ = 1/8 (shellDecayBase). The thresholds must be summable, and the shell tail they produce carries the exponent 2 (1 - γ - δ), which the path bound needs to exceed 1. Both hold with δ = 1/8 throughout the range γ ≤ 1/4 of the scaling parameter, where 2 (1 - γ - δ) ≥ 5/4.
  2. The threshold constant C_0 (siteThresholdConst). The geometric sum of the thresholds is C_0 (1 - 3^{-1/8})^{-1} ε γ^{-1/2}, so the scale decomposition needs C_0 ≤ Cinj⁻¹ (1 - 3^{-1/8}), and siteThresholdConst Cinj is that largest admissible value.

Main definitions #

Main results #

References #

1. The closed cube as a sup ball, and the rescaled lattice point #

theorem Algsuperdiff.Section5.Support.rescaledLatticePoint_apply {d : ℕ} (n : ℤ) (z : Fin d → ℤ) (i : Fin d) :
rescaledLatticePoint n z i = 3 ^ (n - 1) * ↑(z i)

2. The terms of the large-scale sum on one cube #

The k-th term of the large-scale sum on the cube y + □_n, namely 3^{(2-γ) n} ‖∇ j_k‖_{W^{1,∞}(y+□_n)}, realized by translating the shell.

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    The scales k ≥ n of the large-scale sum, enumerated as k = n + L.

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      The large-scale event as a series over the shells above the cube scale.

      3. The shell thresholds #

      The geometric ratio 3^{-1/8} of the shell thresholds: the decay exponent of the scale-resolved thresholds is δ = 1/8.

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        The powers of the ratio are the printed decay 3^{-L/8}.

        noncomputable def Algsuperdiff.Section5.Support.shellThreshold {d : ℕ} (M : Section3.ABKModel d) (C0 ep : ℝ) (L : ℕ) :

        The threshold of the scale-L shell event: C_0 ε γ^{-1/2} 3^{-L/8}.

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          theorem Algsuperdiff.Section5.Support.shellThreshold_nonneg {d : ℕ} (M : Section3.ABKModel d) {C0 ep : ℝ} (hC0 : 0 ≤ C0) (hep : 0 ≤ ep) (L : ℕ) :
          0 ≤ shellThreshold M C0 ep L

          The admissible constant C_0(d) of the scale decomposition: the geometric sum of the thresholds is then exactly the threshold Cinj⁻¹ ε γ^{-1/2} of the large-scale event.

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            4. The site-indexed bad events #

            The scale-L shell event at the lattice site z: the shell of index n + L contributes more than its threshold to the large-scale sum on the cube 3^{n-1} z + □_n.

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              The site-indexed bad events of the scale decomposition. At level 0 the good cube event at the rescaled site fails, or the shell of index n already exceeds its threshold; at level L + 1 the shell of index n + L + 1 exceeds its threshold.

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                theorem Algsuperdiff.Section5.Support.siteBadEventFive_zero {d : ℕ} (M : Section3.ABKModel d) (Creg C0 ep : ℝ) (n : ℤ) (z : Percolation.Site d) :
                siteBadEventFive M Creg C0 ep n 0 z = (goodCubeEvent M Creg n (rescaledLatticePoint n z) ep)ᶜ ∪ shellExcessEvent M C0 ep n 0 z
                theorem Algsuperdiff.Section5.Support.siteBadEventFive_succ {d : ℕ} (M : Section3.ABKModel d) (Creg C0 ep : ℝ) (n : ℤ) (L : ℕ) (z : Percolation.Site d) :
                siteBadEventFive M Creg C0 ep n (L + 1) z = shellExcessEvent M C0 ep n (L + 1) z
                theorem Algsuperdiff.Section5.Support.shellExcessEvent_subset_siteBadEventFive {d : ℕ} (M : Section3.ABKModel d) (Creg C0 ep : ℝ) (n : ℤ) (L : ℕ) (z : Percolation.Site d) :
                shellExcessEvent M C0 ep n L z ⊆ siteBadEventFive M Creg C0 ep n L z

                5. The scale decomposition of the event Q #

                theorem Algsuperdiff.Section5.Support.mem_largeScaleEvent_of_forall_le {d : ℕ} (M : Section3.ABKModel d) {C0 ep : ℝ} (n : ℤ) (y : HCPolySupport.Vec d) (hC0 : 0 ≤ C0) (hep : 0 ≤ ep) {omega : Section3.Cutoff.CutoffSample d} (h : ∀ (L : ℕ), largeScaleShellTerm M n (n + ↑L) y omega ≤ shellThreshold M C0 ep L) :

                The threshold sum. If every shell stays below its threshold then the whole large-scale sum on the cube stays below C_0 (1 - 3^{-1/8})^{-1} ε γ^{-1/2}.

                theorem Algsuperdiff.Section5.Support.compl_qEvent_subset_iUnion_siteBadEventFive {d : ℕ} (M : Section3.ABKModel d) {Creg Cinj C0 ep : ℝ} (n : ℤ) (z : Percolation.Site d) (hC0 : 0 ≤ C0) (hep : 0 ≤ ep) (hthr : C0 * (1 - shellDecayBase)⁻¹ ≤ Cinj⁻¹) :
                (qEvent M Creg Cinj n (rescaledLatticePoint n z) ep)ᶜ ⊆ ⋃ (L : ℕ), siteBadEventFive M Creg C0 ep n L z

                The scale decomposition of the event Q: if the constant C_0 is small enough that the geometric sum of the thresholds is at most the threshold Cinj⁻¹ ε γ^{-1/2} of the large-scale event, then the complement of Q(3^{n-1} z + □_n, ε) is covered by the site-indexed bad events.

                6. Measurability of the site-indexed bad events #

                The good cube event is measurable in the sample, with no hypothesis beyond the model: it is the intersection of two sublevel sets of the localized quantities, which are measurable in the sample.

                The shell term of the cube y + □_n reads only the shell k on the closed cube.

                The scale-L shell event is an event of the shell n + L on the closed cube of its own site.

                Every site-indexed bad event is local: the level-L event of the site z is an event of the shells of index at most n + L on any region containing the closed cube 3^{n-1} z + □_n.