openAI-math-dataset / lean /OAI /MeasureTheory /Falconer /Angular /AngularCellSpatialIntegral.lean
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Add lean source and binary files (part 91)
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import OAI.MeasureTheory.Falconer.Angular.AngularFourSpatialIntegral
import OAI.MeasureTheory.Falconer.Angular.AngularCellKernels
namespace OAI
namespace PlanarFalconer
open Set MeasureTheory
open scoped ComplexConjugate
noncomputable def angularCellSpatialIntegral (Q₁ Q₂ : DyadicSquare)
(ρ ν : Measure Plane) (β γ : Plane → UnitCircle → ℂ)
(row col : CellPath × CellPath) (v : ℝ) (Ψ : ℝ → ℝ) : ℂ :=
∫ x, ((2:ℝ)^v)⁻¹ • (∫ r : ℝ, ∫ u, ∫ w, Ψ (r/(2:ℝ)^v) •
graphFourKernel ![β,β,γ,γ] (fun _ => 1) x r u w
∂sourceArcLength ∂sourceArcLength)
∂Measure.pi (fun i => (![ρ,ρ,ν,ν] i).restrict
(![ (Q₁.descendant row.1).carrier, (Q₁.descendant col.1).carrier,
(Q₂.descendant row.2).carrier, (Q₂.descendant col.2).carrier] i))
theorem angular_pair_spatial_integral (Q₁ Q₂ : DyadicSquare)
(ρ ν : Measure Plane) [IsFiniteMeasure ρ] [IsFiniteMeasure ν]
{M₁ M₂ : ℝ} (hM₁ : 0 < M₁) (hM₂ : 0 < M₂)
(β γ : Plane → UnitCircle → ℂ)
(hβ : Measurable (fun z : Plane × UnitCircle => β z.1 z.2))
(hγ : Measurable (fun z : Plane × UnitCircle => γ z.1 z.2))
{D₁ D₂ : ℝ} (hD₁ : 0 ≤ D₁) (hD₂ : 0 ≤ D₂)
(hbβ : ∀ x u, ‖β x u‖ ≤ D₁) (hbγ : ∀ x u, ‖γ x u‖ ≤ D₂)
(row col : CellPath × CellPath) (a v : ℝ) {Ψ : ℝ → ℝ}
(hΨ : Measurable Ψ) (hpos : ∀ t, 0 ≤ Ψ t)
(hs : ∀ t, Ψ t ≠ 0 → t ∈ Ioo (1/4:ℝ) 4)
{W : ℝ} (hW : 0 ≤ W) (hw : ∀ t, Ψ t ≤ W) :
angularKernelIntegral a v Ψ (fun z => angularPairTerm
(fun P => angularCellTransform Q₁ ρ M₁ β P (z.1,z.2.1))
(fun Q => angularCellTransform Q₂ ν M₂ γ Q (z.1,z.2.2)) row col) =
((2:ℝ)^(2*(v-a))) • ((M₁^2*M₂^2)⁻¹ •
angularCellSpatialIntegral Q₁ Q₂ ρ ν β γ row col v Ψ) := by
let := sourceAngularShellMeasure_finite v Ψ hW hw (fun t ht => by
by_contra hn
have := (hs t hn).2
linarith)
have hz : ∀ t ≤ 0, Ψ t = 0 := by
intro t ht
by_contra hn
have := (hs t hn).1
linarith
let U := angularCellTransform Q₁ ρ M₁ β
let V := angularCellTransform Q₂ ν M₂ γ
have hu := angularCellTransform_measurable Q₁ ρ M₁ β hβ
have hv := angularCellTransform_measurable Q₂ ν M₂ γ hγ
have hm : Measurable (fun z : ℝ × (UnitCircle × UnitCircle) =>
angularPairTerm (fun P => U P (z.1,z.2.1)) (fun Q => V Q (z.1,z.2.2)) row col) := by
unfold angularPairTerm
fun_prop
have hb : ∀ z : ℝ × (UnitCircle × UnitCircle),
‖angularPairTerm (fun P => U P (z.1,z.2.1)) (fun Q => V Q (z.1,z.2.2)) row col‖ ≤
(D₁*(ρ univ).toReal/M₁)^2*(D₂*(ν univ).toReal/M₂)^2 := by
intro z
simp only [angularPairTerm,norm_mul,Complex.norm_conj,pow_two]
apply mul_le_mul
(mul_le_mul (sourceAngularTransform_global_bound ρ _ hM₁ β hD₁ hbβ _ _)
(sourceAngularTransform_global_bound ρ _ hM₁ β hD₁ hbβ _ _) (norm_nonneg _) (by positivity))
(mul_le_mul (sourceAngularTransform_global_bound ν _ hM₂ γ hD₂ hbγ _ _)
(sourceAngularTransform_global_bound ν _ hM₂ γ hD₂ hbγ _ _) (norm_nonneg _) (by positivity))
(by positivity) (by positivity)
rw [angularKernelIntegral_original a v hΨ hpos hz _ hm hb]
let ρs : Fin 4 → Measure Plane := ![ρ,ρ,ν,ν]
let bs : Fin 4 → Plane → UnitCircle → ℂ := ![β,β,γ,γ]
let Ds : Fin 4 → ℝ := ![D₁,D₁,D₂,D₂]
let X : Fin 4 → Set Plane := ![(Q₁.descendant row.1).carrier, (Q₁.descendant col.1).carrier,
(Q₂.descendant row.2).carrier, (Q₂.descendant col.2).carrier]
let : ∀ index, IsFiniteMeasure (ρs index) := by
intro index
fin_cases index <;> dsimp [ρs] <;> infer_instance
have he := sourceGraphFourTransform_original_spatial ρs X ![M₁,M₁,M₂,M₂] bs (fun _ => 1)
(by intro l; fin_cases l <;> assumption) measurable_const Ds
(by intro l; fin_cases l <;> assumption)
(by intro l; fin_cases l <;> assumption) (by intro p; simp)
hΨ hs hW (fun t => by rw [abs_of_nonneg (hpos t)]; exact hw t)
(by positivity : (0:ℝ) < (2:ℝ)^v)
congr 1
simpa only [sourceGraphFourTransform,angularPairTerm,angularCellTransform,
angularCellSpatialIntegral,ρs,bs,Ds,X,Matrix.cons_val_zero,Matrix.cons_val_one,
Matrix.cons_val_two,Matrix.cons_val_three,Matrix.head_cons,Matrix.tail_cons,
one_mul,pow_two,U,V,angularCellTransform] using he
end PlanarFalconer
end OAI