Download lean/OAI/MeasureTheory/Falconer/Angular/AngularCellSpatialIntegral.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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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 | |