openAI-math-dataset / lean /OAI /Analysis /Conductivity /Fourier /EndPoissonRepresentative.lean
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Add lean source and binary files (part 15)
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import Mathlib
import OAI.Analysis.Conductivity.Fourier.TorusFlatMode
import OAI.Analysis.Conductivity.Sobolev.CollarLpPullback
import OAI.Analysis.Conductivity.Fourier.EndPoissonJets
namespace OAI
noncomputable section
namespace ScalarConductivity
section
open Set MeasureTheory Filter Topology UnitAddTorus
open scoped ENNReal
local instance : MeasureSpace UnitAddCircle := ⟨AddCircle.haarAddCircle⟩
local instance : IsProbabilityMeasure (volume : Measure UnitAddCircle) :=
inferInstanceAs (IsProbabilityMeasure AddCircle.haarAddCircle)
lemma lp_hasSum_ae_unique {X E ι : Type*} [MeasurableSpace X]
[NormedAddCommGroup E] [Countable ι] [Infinite ι]
{μ : Measure X} {p : ℝ≥0∞} [Fact (1≤p)]
{u : Lp E p μ} {f : ι → Lp E p μ} {a : ι → X → E} {g : X → E}
(hf : HasSum f u) (ha : ∀ i,f i=ᵐ[μ] a i)
(hg : ∀ᵐ x∂μ,HasSum (fun i => a i x) (g x)) : u=ᵐ[μ] g := by
obtain ⟨e⟩ := nonempty_equiv_of_countable (α:=ℕ) (β:=ι)
have ht := (e.hasSum_iff.mpr hf).tendsto_sum_nat
obtain ⟨ns,hns,hn⟩ := (tendstoInMeasure_of_tendsto_Lp ht).exists_seq_tendsto_ae
have hs : ∀ᵐ x∂μ,∀ n : ℕ,(∑ i∈Finset.range n,f (e i)) x=
∑ i∈Finset.range n,a (e i) x := by
have hA : ∀ᵐ x∂μ,∀ i : ℕ,f (e i) x=a (e i) x := ae_all_iff.mpr (fun i => ha (e i))
have hF : ∀ᵐ x∂μ,∀ n : ℕ,(∑ i∈Finset.range n,f (e i)) x=
∑ i∈Finset.range n,f (e i) x :=
ae_all_iff.mpr (fun n => Lp.coeFn_fun_finsetSum (Finset.range n) (fun i => f (e i)))
filter_upwards [hA,hF] with x hx hy n
rw [hy]
exact Finset.sum_congr rfl (fun i _ => hx i)
filter_upwards [hg,hn,hs] with x hx hn hs
have hpoint := ((e.hasSum_iff.mpr hx).tendsto_sum_nat).comp hns.tendsto_atTop
have hco : (fun i => (∑ k∈Finset.range (ns i),f (e k)) x)=
(fun i => ∑ k∈Finset.range (ns i),a (e k) x) := funext (fun i => hs (ns i))
change Tendsto (fun i => (∑ k∈Finset.range (ns i),f (e k)) x) atTop (𝓝 (u x)) at hn
rw [hco] at hn
exact tendsto_nhds_unique hn hpoint
def endPoissonModeField (s : Fin 3 → ℝ) (h : TorusModes) (a : ℂ) (j : Fin 4)
(z : ℝ × UnitAddTorus (Fin 2)) : ℂ :=
(Real.exp (-torusRate s h*z.1):ℂ)*endModeCoefficient s h a j*mFourier h z.2
def endPoissonField (s : Fin 3 → ℝ) (f : spectralTraceGraph (torusRate s)) (j : Fin 4)
(z : ℝ × UnitAddTorus (Fin 2)) : ℂ :=
∑' h,endPoissonModeField s h (f.val 0 h) j z
lemma endPoissonModeJet_ae (s : Fin 3 → ℝ) (R : ℝ) (h : TorusModes) (a : ℂ) (j : Fin 4) :
endPoissonModeJet s R h a j=ᵐ[(FiniteAxisMeasure R).prod volume]
endPoissonModeField s h a j := by
have h1 := (Measure.quasiMeasurePreserving_fst
(μ := FiniteAxisMeasure R) (ν := (volume : Measure (UnitAddTorus (Fin 2))))).ae
(finiteDecayLp_ae (torusRate s h) R (endModeCoefficient s h a j))
have h2 := (Measure.quasiMeasurePreserving_snd
(μ := FiniteAxisMeasure R) (ν := (volume : Measure (UnitAddTorus (Fin 2))))).ae (coeFn_mFourierLp 2 h)
filter_upwards [cylinderTensor_ae
(finiteDecayLp (torusRate s h) R (endModeCoefficient s h a j)) (mFourierLp 2 h),h1,h2]
with z hz h1 h2
change cylinderTensor _ _ z=_
rw [hz,h1,h2]
rfl
lemma endModeCoefficient_norm_bound (s : Fin 3 → ℝ) (h : TorusModes) (a : ℂ) (j : Fin 4) :
‖endModeCoefficient s h a j‖ ≤ (1+torusRate s h+torusSize h)*‖a‖ := by
have hm : 0≤torusRate s h := Real.sqrt_nonneg _
have hsize := torusSize_nonneg h
fin_cases j
· change ‖a‖≤_
nlinarith [mul_nonneg hm (norm_nonneg a),mul_nonneg hsize (norm_nonneg a)]
· change ‖-(torusRate s h:ℂ)*a‖≤_
rw [norm_mul,norm_neg,Complex.norm_real,Real.norm_eq_abs,abs_of_nonneg hm]
exact mul_le_mul_of_nonneg_right (by linarith) (norm_nonneg a)
· change ‖Complex.I*(h 0:ℂ)*a‖≤_
rw [norm_mul,norm_mul,Complex.norm_I,one_mul]
have he : ‖(h 0:ℂ)‖=|(h 0:ℝ)| := by simp
rw [he]
have hh : |(h 0:ℝ)|≤torusSize h := le_add_of_nonneg_right (abs_nonneg _)
exact mul_le_mul_of_nonneg_right (by linarith) (norm_nonneg a)
· change ‖Complex.I*(h 1:ℂ)*a‖≤_
rw [norm_mul,norm_mul,Complex.norm_I,one_mul]
have he : ‖(h 1:ℂ)‖=|(h 1:ℝ)| := by simp
rw [he]
have hh : |(h 1:ℝ)|≤torusSize h := le_add_of_nonneg_left (abs_nonneg _)
exact mul_le_mul_of_nonneg_right (by linarith) (norm_nonneg a)
lemma endPoissonField_hasSum (s : Fin 3 → ℝ)
(hs : ∀ x y : ℝ,(1/2)*(x^2+y^2) ≤ s 0*x^2+2*s 1*x*y+s 2*y^2)
(f : spectralTraceGraph (torusRate s)) (j : Fin 4)
{z : ℝ × UnitAddTorus (Fin 2)} (hz : 0<z.1) :
HasSum (fun h => endPoissonModeField s h (f.val 0 h) j z) (endPoissonField s f j z) := by
apply Summable.hasSum
apply Summable.of_norm
have hb : Summable (fun h => ‖f.val 0‖*((1+torusRate s h+torusSize h)*
Real.exp (-z.1*torusRate s h))) := by
have h0 := torusRate_exp_summable hs hz
have h1 := flatMode_derivative_summable hs 1 hz
simpa only [pow_one,add_mul,one_mul,add_assoc] using (h0.add h1).mul_left ‖f.val 0‖
apply hb.of_nonneg_of_le (fun h => norm_nonneg _) (fun h => ?_)
have hc := endModeCoefficient_norm_bound s h (f.val 0 h) j
have ha := lp.norm_apply_le_norm (by norm_num : (2:ℝ≥0∞)≠0) (f.val 0) h
have hp : 0≤1+torusRate s h+torusSize h := by
have hm : 0≤torusRate s h := Real.sqrt_nonneg _
linarith [torusSize_nonneg h]
have hc' := hc.trans (mul_le_mul_of_nonneg_left ha hp)
have hm : ‖mFourier h z.2‖≤1 := by simpa only [mFourier_norm] using (mFourier h).norm_coe_le_norm z.2
unfold endPoissonModeField
rw [norm_mul,norm_mul,Complex.norm_real,Real.norm_eq_abs,abs_of_pos (Real.exp_pos _)]
calc
_ ≤ (Real.exp (-torusRate s h*z.1)*((1+torusRate s h+torusSize h)*‖f.val 0‖))*1 :=
mul_le_mul (mul_le_mul_of_nonneg_left hc' (Real.exp_nonneg _)) hm (norm_nonneg _)
(mul_nonneg (Real.exp_nonneg _) (mul_nonneg hp (norm_nonneg _)))
_ = _ := by rw [show -torusRate s h*z.1= -z.1*torusRate s h by ring]; ring
theorem endPoissonJet_ae (s : Fin 3 → ℝ)
(hs : ∀ x y : ℝ,(1/2)*(x^2+y^2) ≤ s 0*x^2+2*s 1*x*y+s 2*y^2)
(R : ℝ) (hR : 0≤R) (f : spectralTraceGraph (torusRate s)) (j : Fin 4) :
endPoissonJet s hs R hR f j=ᵐ[(FiniteAxisMeasure R).prod volume] endPoissonField s f j := by
apply lp_hasSum_ae_unique (endPoissonJet_component_hasSum s hs R hR f j)
(fun h => endPoissonModeJet_ae s R h (f.val 0 h) j)
have ht : ∀ᵐ t∂FiniteAxisMeasure R,0<t := by
filter_upwards [ae_restrict_mem measurableSet_Ioc] with t ht using ht.1
filter_upwards [Measure.quasiMeasurePreserving_fst.ae ht] with z hz
exact endPoissonField_hasSum s hs f j hz
end
open Set MeasureTheory Filter Topology UnitAddTorus
open scoped NNReal ENNReal
lemma continuous_endPoissonModeField (s : Fin 3 → ℝ) (h : TorusModes)
(a : ℂ) (j : Fin 4) : Continuous (endPoissonModeField s h a j) := by
unfold endPoissonModeField
fun_prop
lemma measurable_endPoissonField (s : Fin 3 → ℝ)
(f : spectralTraceGraph (torusRate s)) (j : Fin 4) : Measurable (endPoissonField s f j) := by
exact Measurable.tsum (fun h => (continuous_endPoissonModeField s h (f.val 0 h) j).measurable)
def physicalEndPoissonField (s : Fin 3 → ℝ)
(f : spectralTraceGraph (torusRate s)) (j : Fin 4) : (Fin 3 → ℝ) → ℂ :=
endPoissonField s f j ∘ sourcePhysicalCoordinates
lemma measurable_physicalEndPoissonField (s : Fin 3 → ℝ)
(f : spectralTraceGraph (torusRate s)) (j : Fin 4) : Measurable (physicalEndPoissonField s f j) :=
(measurable_endPoissonField s f j).comp measurable_sourcePhysicalCoordinates
lemma physicalEndPoissonField_angular (s : Fin 3 → ℝ)
(f : spectralTraceGraph (torusRate s)) (j : Fin 4) {t : ℝ}
(ht : t∈Icc (-(1:ℝ)/100) (1/100)) (θ : UnitAddTorus (Fin 2)) :
physicalEndPoissonField s f j (sourceAngularCollar t θ)=endPoissonField s f j (t,θ) := by
simp only [physicalEndPoissonField,Function.comp_apply,sourcePhysicalCoordinates_angular ht]
def physicalEndPoissonJet (s : Fin 3 → ℝ)
(hs : ∀ x y : ℝ,(1/2)*(x^2+y^2) ≤ s 0*x^2+2*s 1*x*y+s 2*y^2)
(R : ℝ) (hR : 0≤R) (hR' : R≤1/100) (f : spectralTraceGraph (torusRate s))
(j : Fin 4) : Lp ℂ 2 (sourcePhysicalCollarMeasure 0 R) :=
sourceCollarPullback hR (by norm_num) hR' (endPoissonJet s hs R hR f j)
lemma physicalEndPoissonJet_ae (s : Fin 3 → ℝ)
(hs : ∀ x y : ℝ,(1/2)*(x^2+y^2) ≤ s 0*x^2+2*s 1*x*y+s 2*y^2)
(R : ℝ) (hR : 0≤R) (hR' : R≤1/100) (f : spectralTraceGraph (torusRate s))
(j : Fin 4) : physicalEndPoissonJet s hs R hR hR' f j=ᵐ[sourcePhysicalCollarMeasure 0 R]
physicalEndPoissonField s f j :=
sourceCollarPullback_ae_of_ae hR (by norm_num) hR' _ (endPoissonJet_ae s hs R hR f j)
lemma physicalEndPoissonField_memLp (s : Fin 3 → ℝ)
(hs : ∀ x y : ℝ,(1/2)*(x^2+y^2) ≤ s 0*x^2+2*s 1*x*y+s 2*y^2)
(R : ℝ) (hR : 0≤R) (hR' : R≤1/100) (f : spectralTraceGraph (torusRate s))
(j : Fin 4) : MemLp (physicalEndPoissonField s f j) 2 (sourcePhysicalCollarMeasure 0 R) :=
(memLp_congr_ae (physicalEndPoissonJet_ae s hs R hR hR' f j)).mp
(Lp.memLp (physicalEndPoissonJet s hs R hR hR' f j))
lemma physicalEndPoissonJet_hasSum (s : Fin 3 → ℝ)
(hs : ∀ x y : ℝ,(1/2)*(x^2+y^2) ≤ s 0*x^2+2*s 1*x*y+s 2*y^2)
(R : ℝ) (hR : 0≤R) (hR' : R≤1/100) (f : spectralTraceGraph (torusRate s))
(j : Fin 4) :
HasSum (fun h => sourceCollarPullback hR (by norm_num) hR'
(endPoissonModeJet s R h (f.val 0 h) j))
(physicalEndPoissonJet s hs R hR hR' f j) :=
sourceCollarPullback_hasSum hR (by norm_num) hR' (endPoissonJet_component_hasSum s hs R hR f j)
end ScalarConductivity
end
end OAI