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Add lean source and binary files (part 16)
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import Mathlib
import OAI.Analysis.Conductivity.Sobolev.CentralPoincare
import OAI.Analysis.Conductivity.Sobolev.CentralPhysicalTrace
import OAI.Analysis.Conductivity.Variational.CentralVariational
namespace OAI
noncomputable section
namespace ScalarConductivity
section
open Set MeasureTheory UnitAddTorus
open scoped ENNReal
def normalizedTorusVolume : Measure (UnitAddTorus (Fin 2)) :=
Measure.pi (fun _ => AddCircle.haarAddCircle)
lemma unitTorus_volume_eq_normalized : (volume : Measure (UnitAddTorus (Fin 2)))=normalizedTorusVolume := by
change Measure.pi (fun _ : Fin 2 => (volume : Measure UnitAddCircle))=_
simp only [unitCircle_volume_eq_haar]
rfl
lemma central_physical_trace_normalized {f : Box3 → ℝ}
(hf : ContDiff ℝ (↑(⊤ : ℕ∞)) f) (i : Fin 3) :
(∫ x : UnitAddTorus (Fin 2),(f (centralBoundary i x))^2 ∂normalizedTorusVolume)≤
centralTraceConstant*(∫ z in centralClosed,192*cubeEnergyDensity f z+2*(f z)^2) := by
rw [←unitTorus_volume_eq_normalized]
exact central_physical_trace hf i
local instance : MeasureSpace UnitAddCircle := ⟨AddCircle.haarAddCircle⟩
local instance : IsProbabilityMeasure (volume : Measure UnitAddCircle) :=
inferInstanceAs (IsProbabilityMeasure AddCircle.haarAddCircle)
abbrev TorusModes := Fin 2 → ℤ
def centralTraceFunction (f : centralSmoothFunctions) (i : Fin 3) :
C(UnitAddTorus (Fin 2),ℂ) :=
⟨fun x => (f (centralBoundary i x):ℂ),
Complex.continuous_ofReal.comp ((central_smooth f).continuous.comp (continuous_centralBoundary i))⟩
def centralTraceFourier (f : centralSmoothFunctions) (i : Fin 3) : SpectralL2 TorusModes :=
((mFourierBasis (d:=Fin 2)).repr.restrictScalars ℝ) (ContinuousMap.toLp 2 volume ℝ (centralTraceFunction f i))
lemma centralTraceFourier_apply (f : centralSmoothFunctions) (i : Fin 3) (h : TorusModes) :
centralTraceFourier f i h=mFourierCoeff (fun x => (f (centralBoundary i x):ℂ)) h := by
change (mFourierBasis (d:=Fin 2)).repr (ContinuousMap.toLp 2 volume ℂ (centralTraceFunction f i)) h=_
rw [mFourierBasis_repr,mFourierCoeff_toLp]
rfl
lemma centralTrace_summable (s : Fin 3 → ℝ) (f : centralSmoothFunctions) (i : Fin 3) :
Summable (fun h => torusRate s h*‖centralTraceFourier f i h‖^2) := by
simp only [centralTraceFourier_apply]
have hf : ContDiff ℝ (↑(⊤ : ℕ∞)) (fun y : Fin 3 → ℝ => f (sourcePairCoordinates y)) :=
(central_smooth f).comp sourcePairCLE.contDiff
fin_cases i
· simpa [centralBoundary] using
(sourceAngularTrace_summable s centralThickness hf)
· simpa [centralBoundary,Function.comp_def] using
(sourceAngularTrace_summable s (-centralThickness) (hf.comp (sourceChildCoordinates_contDiff 1)))
· simpa [centralBoundary,Function.comp_def] using
(sourceAngularTrace_summable s (-centralThickness) (hf.comp (sourceChildCoordinates_contDiff (-1))))
def centralSmoothTrace (s : Fin 3 → ℝ) (f : centralSmoothFunctions) (i : Fin 3) :
spectralTraceGraph (torusRate s) :=
((spectralTraceGraph_exists_iff (fun frequency => Real.sqrt_nonneg (torusQuadratic s frequency)) (centralTraceFourier f i)).mpr
(centralTrace_summable s f i)).choose
lemma centralSmoothTrace_fst (s : Fin 3 → ℝ) (f : centralSmoothFunctions) (i : Fin 3) :
(centralSmoothTrace s f i).val 0=centralTraceFourier f i :=
((spectralTraceGraph_exists_iff (fun frequency => Real.sqrt_nonneg (torusQuadratic s frequency)) (centralTraceFourier f i)).mpr
(centralTrace_summable s f i)).choose_spec
lemma centralTraceFunction_add (f g : centralSmoothFunctions) (i : Fin 3) :
centralTraceFunction (f+g) i=centralTraceFunction f i+centralTraceFunction g i := by
ext x
exact Complex.ofReal_add _ _
lemma centralTraceFunction_smul (c : ℝ) (f : centralSmoothFunctions) (i : Fin 3) :
centralTraceFunction (c•f) i=c•centralTraceFunction f i := by
ext x
exact Complex.ofReal_mul _ _
def centralSmoothTraceL (s : Fin 3 → ℝ) (i : Fin 3) :
centralSmoothFunctions →ₗ[ℝ] spectralTraceGraph (torusRate s) where
toFun := fun f => centralSmoothTrace s f i
map_add' := by
intro f g
apply spectralTraceGraph_fst_injective
change (centralSmoothTrace s (f+g) i).val 0=(centralSmoothTrace s f i).val 0+(centralSmoothTrace s g i).val 0
rw [centralSmoothTrace_fst,centralSmoothTrace_fst,centralSmoothTrace_fst]
simp only [centralTraceFourier,centralTraceFunction_add,map_add]
map_smul' := by
intro c f
apply spectralTraceGraph_fst_injective
change (centralSmoothTrace s (c•f) i).val 0=c•(centralSmoothTrace s f i).val 0
rw [centralSmoothTrace_fst,centralSmoothTrace_fst]
simp only [centralTraceFourier,centralTraceFunction_smul,map_smul]
lemma centralTraceFourier_norm (f : centralSmoothFunctions) (i : Fin 3) :
‖centralTraceFourier f i‖^2=∫ x : UnitAddTorus (Fin 2),(f (centralBoundary i x))^2 := by
change ‖(mFourierBasis (d:=Fin 2)).repr (ContinuousMap.toLp 2 volume ℂ (centralTraceFunction f i))‖^2=_
rw [LinearIsometryEquiv.norm_map,←real_inner_self_eq_norm_sq]
rw [L2.inner_def]
apply integral_congr_ae
filter_upwards [ContinuousMap.coeFn_toLp (𝕜:=ℂ) (p:=2) volume (centralTraceFunction f i)] with x hx
rw [hx,real_inner_self_eq_norm_sq]
simp [centralTraceFunction,Complex.norm_real,Real.norm_eq_abs,sq_abs]
lemma centralSmoothTrace_norm (s : Fin 3 → ℝ) (f : centralSmoothFunctions) (i : Fin 3) :
‖centralSmoothTrace s f i‖^2=‖centralTraceFourier f i‖^2+
‖spectralGraphWeight (torusRate s) (centralSmoothTrace s f i)‖^2 := by
rw [←Submodule.norm_coe,PiLp.norm_sq_eq_of_L2,Fin.sum_univ_two,centralSmoothTrace_fst]
rfl
end
open Set MeasureTheory UnitAddTorus
open scoped ENNReal
local instance : MeasureSpace UnitAddCircle := ⟨AddCircle.haarAddCircle⟩
local instance : IsProbabilityMeasure (volume : Measure UnitAddCircle) :=
inferInstanceAs (IsProbabilityMeasure AddCircle.haarAddCircle)
def centralSmoothOne : centralSmoothFunctions := ⟨fun _ => 1,by change ContDiff ℝ (↑(⊤ : ℕ∞)) (fun _ : Box3 => (1 : ℝ)); exact contDiff_const⟩
lemma centralOne_gradient : centralJetD (centralSmoothJet centralSmoothOne)=0 := by
apply PiLp.ext
intro i
apply Lp.ext
filter_upwards [centralSmoothJet_ae centralSmoothOne i.succ,Lp.coeFn_zero ℝ 2 centralMeasure] with z hz h0
change centralSmoothJet centralSmoothOne i.succ z=(0 : CentralL2) z
rw [hz,h0]
fin_cases i <;> simp [centralJetField,centralSmoothOne,cubePartial]
lemma centralOne_traceFunction (i : Fin 3) :
centralTraceFunction centralSmoothOne i=mFourier (0 : TorusModes) := by
ext x
simp [centralTraceFunction,centralSmoothOne,mFourier_zero]
lemma centralOne_fourier (i : Fin 3) :
centralTraceFourier centralSmoothOne i=lp.single 2 (0 : TorusModes) 1 := by
change (mFourierBasis (d:=Fin 2)).repr (ContinuousMap.toLp 2 volume ℂ
(centralTraceFunction centralSmoothOne i))=_
rw [centralOne_traceFunction]
simpa only [coe_mFourierBasis] using (mFourierBasis (d:=Fin 2)).repr_self 0
lemma centralOne_weight (s : Fin 3 → ℝ) (i : Fin 3) :
spectralGraphWeight (torusRate s) (centralSmoothTrace s centralSmoothOne i)=0 := by
ext h
change ((centralSmoothTrace s centralSmoothOne i).val 1) h=0
rw [(centralSmoothTrace s centralSmoothOne i).property h,centralSmoothTrace_fst,centralOne_fourier]
by_cases hh : h=0
· subst h
simp [torusRate,torusQuadratic]
· simp [lp.single_apply,Ne.symm hh]
lemma centralOne_mean (s : Fin 3 → ℝ) (i : Fin 3) :
spectralGraphMean (torusRate s) (centralSmoothTrace s centralSmoothOne i)=1 := by
change (((centralSmoothTrace s centralSmoothOne i).val 0) 0).re=1
rw [centralSmoothTrace_fst,centralOne_fourier]
simp [lp.single_apply]
lemma centralTrace_anchor_bound (f : centralSmoothFunctions) (i : Fin 3) :
‖centralTraceFourier f i‖^2≤
centralTraceConstant*(192*‖centralJetD (centralSmoothJet f)‖^2+
2*(∫ z in centralClosed,(f z)^2)) := by
rw [centralTraceFourier_norm]
have hh := central_physical_trace_normalized (central_smooth f) i
have hE : IntegrableOn (cubeEnergyDensity f) centralClosed := (continuous_cubeEnergyDensity (central_smooth f)).continuousOn.integrableOn_compact centralClosed_compact
have hf : IntegrableOn (fun z => (f z)^2) centralClosed := ((central_smooth f).continuous.pow 2).continuousOn.integrableOn_compact centralClosed_compact
rw [integral_add (hE.const_mul 192) (hf.const_mul 2),integral_const_mul,integral_const_mul] at hh
rw [centralSmoothJet_gradient_norm]
exact hh
end ScalarConductivity
end
end OAI