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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 | |