Download lean/OAI/Geometry/CubicTorus/Regularity/SurfaceGraphBundleMeasure.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
- Browser
- Download file 42.7 kB
-
https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Geometry/CubicTorus/Regularity/SurfaceGraphBundleMeasure.lean
- Command line
-
hf download hf://datasets/roseking/openAI-math-dataset/lean/OAI/Geometry/CubicTorus/Regularity/SurfaceGraphBundleMeasure.lean
-
curl -L -o SurfaceGraphBundleMeasure.lean https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Geometry/CubicTorus/Regularity/SurfaceGraphBundleMeasure.lean
42.7 kB
| import Mathlib | |
| import OAI.Geometry.CubicTorus.Estimates.SurfaceJet | |
| import OAI.Geometry.CubicTorus.Reflection.CoordinateReflection | |
| namespace OAI | |
| section | |
| noncomputable section | |
| open MeasureTheory Set Filter | |
| open scoped ENNReal NNReal Topology RealInnerProductSpace | |
| namespace CubicTorus | |
| lemma mem_coordinateHalf_quotient (i : Fin 3) (a : ℝ) (x : Cover) : | |
| quotientMap x∈coordinateHalf i a ↔ Real.sin (2*Real.pi*(x i-a))<0 := by | |
| let q : Cover → ℝ := fun y => coordinateSine i (y-a • EuclideanSpace.single i 1) | |
| have hp : ∀ n y,q (y+latticeVector n)=q y := by | |
| intro n y | |
| dsimp [q] | |
| rw [show y+latticeVector n-a • EuclideanSpace.single i 1= | |
| (y-a • EuclideanSpace.single i 1)+latticeVector n by abel,coordinateSine_periodic] | |
| have he := periodic_representative hp x | |
| simp only [q,coordinateSine,PiLp.sub_apply,PiLp.smul_apply,PiLp.single_apply,ite_true, | |
| smul_eq_mul,mul_one] at he | |
| change Real.sin (2*Real.pi*((representative (quotientMap x)) i-a))<0 ↔ _ | |
| rw [he] | |
| lemma coordinateHalf_zero (i : Fin 3) : coordinateHalf i 0=sublevelRegion (coordinateSine i) 0 := by | |
| ext z | |
| simp only [coordinateHalf,sublevelRegion,coordinateSine,sub_zero,mem_ofPred_eq] | |
| lemma coordinateHalf_one_half (i : Fin 3) : | |
| coordinateHalf i (1/2)=sublevelRegion (fun x => -coordinateSine i x) 0 := by | |
| ext z | |
| rw [show (1/2 : ℝ)=0+1/2 by ring,coordinateHalf_halfturn] | |
| simp [sublevelRegion,coordinateSine] | |
| lemma coordinateHalf_translation (i : Fin 3) (a : ℝ) (z : Torus) : | |
| z+quotientMap (a • EuclideanSpace.single i 1)∈coordinateHalf i a ↔ z∈coordinateHalf i 0 := by | |
| obtain ⟨x,rfl⟩ := quotientMap_surjective z | |
| rw [← quotientMap_add,mem_coordinateHalf_quotient,mem_coordinateHalf_quotient] | |
| simp | |
| lemma volume_translated_half (i : Fin 3) (a : ℝ) {E : Set Torus} (hE : MeasurableSet E) : | |
| torusVolume ((fun z => z+quotientMap (a • EuclideanSpace.single i 1)) ⁻¹' E∩coordinateHalf i 0)= | |
| torusVolume (E∩coordinateHalf i a) := by | |
| have he : (fun z => z+quotientMap (a • EuclideanSpace.single i 1)) ⁻¹' E∩coordinateHalf i 0= | |
| (fun z => z+quotientMap (a • EuclideanSpace.single i 1)) ⁻¹' (E∩coordinateHalf i a) := by | |
| ext z | |
| simp only [mem_inter_iff,mem_preimage,coordinateHalf_translation] | |
| rw [he,volume_translation (hE.inter (coordinateHalf_measurable i a)).nullMeasurableSet] | |
| theorem isMinimizerAt_exists_bisecting_reflection_measurable {V : ℝ} (hV : V∈Ioo 0 1) | |
| {E : Set Torus} (hE : MeasurableSet E) (hmin : IsMinimizerAt V E) (i : Fin 3) : | |
| ∃ a∈Icc (0 : ℝ) (1/2),let F := (fun z => z+quotientMap (a • EuclideanSpace.single i 1)) ⁻¹' E | |
| MeasurableSet F ∧ IsMinimizerAt V F ∧ | |
| ∃ μ : FiniteMeasure NormalBundle,IsNormalMeasure F μ ∧ | |
| IsMinimizerAt V (reflectionCompetitor i F (sublevelRegion (coordinateSine i) 0)) ∧ | |
| IsMinimizerAt V (reflectionCompetitor i F (sublevelRegion (fun x => -coordinateSine i x) 0)) ∧ | |
| (μ : Measure NormalBundle) {z | coordinateSine i z.1=0}=0 := by | |
| obtain ⟨a,ha,hbis⟩ := exists_coordinateHalf_bisects i hE | |
| let F := (fun z : Torus => z+quotientMap (a • EuclideanSpace.single i 1)) ⁻¹' E | |
| have hF : MeasurableSet F := (continuous_add_const _).measurable hE | |
| have hmF : IsMinimizerAt V F := isMinimizerAt_translation hmin _ | |
| have hv : torusVolume.real E=V := by rw [Measure.real_def,hmin.2.1,ENNReal.toReal_ofReal hV.1.le] | |
| have hvF : torusVolume.real F=V := by rw [Measure.real_def,hmF.2.1,ENNReal.toReal_ofReal hV.1.le] | |
| have hm : torusVolume.real (F∩coordinateHalf i 0)=V/2 := by | |
| rw [Measure.real_def,volume_translated_half i a hE,← Measure.real_def,hbis,hv] | |
| have hp : torusVolume.real (F∩coordinateHalf i (1/2))=V/2 := by | |
| have hh := coordinateHalf_volume_sum i 0 hF | |
| norm_num only [zero_add] at hh | |
| rw [hm,hvF] at hh | |
| linarith | |
| have hem : 2*torusVolume (F∩sublevelRegion (coordinateSine i) 0)=ENNReal.ofReal V := by | |
| apply (ENNReal.toReal_eq_toReal_iff' (by finiteness) ENNReal.ofReal_ne_top).mp | |
| rw [ENNReal.toReal_mul,ENNReal.toReal_ofNat,ENNReal.toReal_ofReal hV.1.le, | |
| ← coordinateHalf_zero,← Measure.real_def,hm] | |
| ring | |
| have hep : 2*torusVolume (F∩sublevelRegion (fun x => -coordinateSine i x) 0)=ENNReal.ofReal V := by | |
| apply (ENNReal.toReal_eq_toReal_iff' (by finiteness) ENNReal.ofReal_ne_top).mp | |
| rw [ENNReal.toReal_mul,ENNReal.toReal_ofNat,ENNReal.toReal_ofReal hV.1.le, | |
| ← coordinateHalf_one_half,← Measure.real_def,hp] | |
| ring | |
| obtain ⟨μ,hμ,hflux⟩ := exists_normalMeasure hF hmF.1.2.ne | |
| have hnormal : IsNormalMeasure F μ := ⟨hμ,hflux⟩ | |
| exact ⟨a,ha,hF,hmF,μ,hnormal,isMinimizerAt_reflection_competitors hF hmF hnormal i hem hep⟩ | |
| theorem isMinimizerAt_exists_bisecting_reflection {V : ℝ} (hV : V∈Ioo 0 1) | |
| {E : Set Torus} (hmin : IsMinimizerAt V E) (i : Fin 3) : | |
| ∃ a∈Icc (0 : ℝ) (1/2),∃ F : Set Torus, | |
| F =ᵐ[torusVolume] ((fun z => z+quotientMap (a • EuclideanSpace.single i 1)) ⁻¹' E) ∧ | |
| MeasurableSet F ∧ IsMinimizerAt V F ∧ | |
| ∃ μ : FiniteMeasure NormalBundle,IsNormalMeasure F μ ∧ | |
| IsMinimizerAt V (reflectionCompetitor i F (sublevelRegion (coordinateSine i) 0)) ∧ | |
| IsMinimizerAt V (reflectionCompetitor i F (sublevelRegion (fun x => -coordinateSine i x) 0)) ∧ | |
| (μ : Measure NormalBundle) {z | coordinateSine i z.1=0}=0 := by | |
| let E' := toMeasurable torusVolume E | |
| have hae : E' =ᵐ[torusVolume] E := hmin.1.1.toMeasurable_ae_eq | |
| have hE' : MeasurableSet E' := measurableSet_toMeasurable _ _ | |
| have hmE' : IsMinimizerAt V E' := (isMinimizerAt_congr_ae hae).mpr hmin | |
| obtain ⟨a,ha,hF,hmF,hrest⟩ := isMinimizerAt_exists_bisecting_reflection_measurable hV hE' hmE' i | |
| refine ⟨a,ha,_,?_,hF,hmF,hrest⟩ | |
| exact (measurePreserving_add_right torusVolume _).quasiMeasurePreserving.preimage_ae_eq hae | |
| end CubicTorus | |
| end | |
| end | |
| section | |
| noncomputable section | |
| open MeasureTheory Set Filter | |
| open scoped ENNReal NNReal Topology RealInnerProductSpace | |
| namespace CubicTorus | |
| lemma coordinateHalf_open (i : Fin 3) : IsOpen (coordinateHalf i 0) := by | |
| rw [coordinateHalf_zero] | |
| change IsOpen {z : Torus | coordinateSine i (representative z)<0} | |
| exact isOpen_lt (continuous_periodic_descent (coordinateSine_contDiff i).continuous | |
| (coordinateSine_periodic i)) continuous_const | |
| lemma coordinateHalf_eq_slab_image (i : Fin 3) : coordinateHalf i 0= | |
| quotientMap '' {x : Cover | (1/2 : ℝ)<x i ∧ x i<1} := by | |
| ext z | |
| constructor | |
| · intro hz | |
| refine ⟨representative z,?_,quotientMap_representative z⟩ | |
| have hr := (representative_mem_fundamentalCube z) i | |
| change 0≤representative z i ∧ representative z i<1 at hr | |
| refine ⟨?_,hr.2⟩ | |
| by_contra hn | |
| have hs := Real.sin_nonneg_of_nonneg_of_le_pi | |
| (mul_nonneg (by positivity : 0≤2*Real.pi) hr.1) | |
| (show 2*Real.pi*representative z i≤Real.pi by nlinarith [Real.pi_pos,le_of_not_gt hn]) | |
| change Real.sin (2*Real.pi*(representative z i-0))<0 at hz | |
| simp only [sub_zero] at hz | |
| exact not_lt_of_ge hs hz | |
| · rintro ⟨x,hx,rfl⟩ | |
| rw [mem_coordinateHalf_quotient,sub_zero] | |
| have hs := Real.sin_neg_of_neg_of_neg_pi_lt | |
| (show 2*Real.pi*x i-2*Real.pi<0 by nlinarith [Real.pi_pos,hx.2]) | |
| (show -Real.pi<2*Real.pi*x i-2*Real.pi by nlinarith [Real.pi_pos,hx.1]) | |
| simpa only [Real.sin_sub_two_pi] using hs | |
| lemma coordinateHalf_preconnected (i : Fin 3) : IsPreconnected (coordinateHalf i 0) := by | |
| rw [coordinateHalf_eq_slab_image] | |
| have hc : Convex ℝ {x : Cover | (1/2 : ℝ)<x i ∧ x i<1} := by | |
| exact (convex_Ioo (1/2 : ℝ) 1).linear_preimage (EuclideanSpace.proj i).toLinearMap | |
| exact hc.isPreconnected.image _ continuous_quotientMap.continuousOn | |
| lemma coordinateReflection_preimage_half (i : Fin 3) : | |
| coordinateReflection i ⁻¹' coordinateHalf i 0=coordinateHalf i (1/2) := by | |
| ext z | |
| obtain ⟨x,rfl⟩ := quotientMap_surjective z | |
| simp only [mem_preimage] | |
| rw [← quotientMap_coordinateReflection,mem_coordinateHalf_quotient,mem_coordinateHalf_quotient] | |
| simp only [sub_zero,coverCoordinateReflection_apply,ite_true,mul_neg,Real.sin_neg] | |
| rw [show 2*Real.pi*(x i-1/2)=2*Real.pi*x i-Real.pi by ring,Real.sin_sub_pi] | |
| lemma coordinateHalf_realVolume (i : Fin 3) : torusVolume.real (coordinateHalf i 0)=1/2 := by | |
| have hh := coordinateHalf_volume_sum i 0 MeasurableSet.univ | |
| simp only [univ_inter,zero_add] at hh | |
| have he : torusVolume (coordinateHalf i (1/2))=torusVolume (coordinateHalf i 0) := by | |
| rw [← coordinateReflection_preimage_half] | |
| exact (coordinateReflection_measurePreserving i).measure_preimage (coordinateHalf_measurable i 0).nullMeasurableSet | |
| have her : torusVolume.real (coordinateHalf i (1/2))=torusVolume.real (coordinateHalf i 0) := | |
| congrArg ENNReal.toReal he | |
| rw [her] at hh | |
| have hu : torusVolume.real univ=1 := by simp [Measure.real_def] | |
| rw [hu] at hh | |
| linarith | |
| lemma reflectionCompetitor_retained (i : Fin 3) (E : Set Torus) {B : Set Torus} | |
| (hd : Disjoint B (coordinateReflection i ⁻¹' B)) : | |
| E∩B=reflectionCompetitor i E B∩B := by | |
| ext z | |
| constructor | |
| · exact fun hz => ⟨Or.inl hz,hz.2⟩ | |
| · rintro ⟨hz,hzB⟩ | |
| rcases hz with hh|hh | |
| · exact hh | |
| · exact False.elim (disjoint_left.mp hd hzB hh.2) | |
| lemma reflectionCompetitor_invariant (i : Fin 3) (E B : Set Torus) : | |
| coordinateReflection i ⁻¹' reflectionCompetitor i E B=reflectionCompetitor i E B := by | |
| ext z | |
| simp only [reflectionCompetitor,mem_preimage,mem_union,mem_inter_iff,coordinateReflection_involutive] | |
| tauto | |
| end CubicTorus | |
| end | |
| end | |
| section | |
| noncomputable section | |
| open MeasureTheory Set Filter | |
| open scoped ENNReal NNReal Topology RealInnerProductSpace | |
| namespace CubicTorus | |
| theorem cutoff_graph_patch_continuous_mass {A O U : Set Cover} (hA : MeasurableSet A) | |
| (a : Cover) {n : Cover} (hn : ‖n‖ = 1) | |
| {g : Plane → ℝ} {K : ℝ≥0} (hg : LipschitzWith K g) | |
| {R : ℝ} (hc : ∀ y ∈ Metric.closedBall (0 : Plane) R, ContinuousAt (fderiv ℝ g) y) | |
| (hgraph : ∀ᵐ x : Cover ∂volume, x ∈ U → (x ∈ A ↔ ⟪n,x-a⟫ < graphHeightExtension a n g x)) | |
| {ν : FiniteMeasure BlowupNormalBundle} | |
| (hsat : HasCutoffSaturation ν O) | |
| (hflux : ∀ F : Cover → Cover, ContDiff ℝ (⊤ : ℕ∞) F → HasCompactSupport F → | |
| tsupport F ⊆ O → (∀ x, ‖F x‖ ≤ 1) → | |
| (∫ z, ⟪(z.2 : Cover),F z.1⟫ ∂(ν : Measure BlowupNormalBundle)) = ∫ x in A, divergence F x) | |
| {φ : Cover → ℝ} (hφ : ContDiff ℝ (⊤ : ℕ∞) φ) (hsφ : HasCompactSupport φ) | |
| (hφU : tsupport φ ⊆ U) (hφO : tsupport φ ⊆ O) | |
| (hφR : tsupport φ ⊆ Metric.closedBall a R) (hφb : ∀ x, φ x ∈ Icc 0 1) | |
| (f : BoundedContinuousFunction Cover ℝ) : | |
| (∫ z in {z : BlowupNormalBundle | z.1 ∈ O}, φ z.1*f z.1 ∂(ν : Measure BlowupNormalBundle)) = | |
| ∫ y : Plane, φ (a+normalGraph n g y)*f (a+normalGraph n g y)*‖graphAreaVector n g y‖ := by | |
| let M : ℝ := ‖f‖ + 1 | |
| have hM : 0 < M := by dsimp [M]; positivity | |
| let f₀ : Cover → ℝ := fun x => f x / M | |
| have hfc : Continuous f₀ := f.continuous.div_const M | |
| have hfb (x : Cover) : |f₀ x| ≤ 1 := by | |
| rw [show f₀ x = f x / M from rfl, abs_div, abs_of_pos hM] | |
| apply (div_le_one hM).mpr | |
| exact (f.norm_coe_le_norm x).trans (by dsimp [M]; linarith) | |
| have he := cutoff_graph_patch_limit_mass hA a hn hg hc hgraph hsat hflux | |
| hφ hsφ hφU hφO hφR hφb | |
| (fun i => smoothApprox_contDiff hfc.measurable hfb i) | |
| (fun i x => smoothApprox_bound hfb i x) | |
| (fun x _ => ContDiffBump.convolution_tendsto_right_of_continuous | |
| mollifier_rOut_tendsto hfc x) | |
| have he' := congrArg (fun t : ℝ => M * t) he | |
| rw [← integral_const_mul, ← integral_const_mul] at he' | |
| convert he' using 1 <;> congr 1 <;> funext x <;> dsimp only [f₀] <;> field_simp [ne_of_gt hM] | |
| theorem cutoff_graph_patch_measure {A O U : Set Cover} (hA : MeasurableSet A) | |
| (a : Cover) {n : Cover} (hn : ‖n‖ = 1) | |
| {g : Plane → ℝ} {K : ℝ≥0} (hg : LipschitzWith K g) | |
| {R : ℝ} (hc : ∀ y ∈ Metric.closedBall (0 : Plane) R, ContinuousAt (fderiv ℝ g) y) | |
| (hgraph : ∀ᵐ x : Cover ∂volume, x ∈ U → (x ∈ A ↔ ⟪n,x-a⟫ < graphHeightExtension a n g x)) | |
| {ν : FiniteMeasure BlowupNormalBundle} | |
| (hsat : HasCutoffSaturation ν O) | |
| (hflux : ∀ F : Cover → Cover, ContDiff ℝ (⊤ : ℕ∞) F → HasCompactSupport F → | |
| tsupport F ⊆ O → (∀ x, ‖F x‖ ≤ 1) → | |
| (∫ z, ⟪(z.2 : Cover),F z.1⟫ ∂(ν : Measure BlowupNormalBundle)) = ∫ x in A, divergence F x) | |
| {φ : Cover → ℝ} (hφ : ContDiff ℝ (⊤ : ℕ∞) φ) (hsφ : HasCompactSupport φ) | |
| (hφU : tsupport φ ⊆ U) (hφO : tsupport φ ⊆ O) | |
| (hφR : tsupport φ ⊆ Metric.closedBall a R) (hφb : ∀ x, φ x ∈ Icc 0 1) : | |
| Measure.map Prod.fst | |
| (((ν : Measure BlowupNormalBundle).restrict {z | z.1 ∈ O}).withDensity | |
| (fun z => ENNReal.ofReal (φ z.1))) = | |
| Measure.map (fun y : Plane => a + normalGraph n g y) | |
| (volume.withDensity (fun y => ENNReal.ofReal | |
| (φ (a+normalGraph n g y)*‖graphAreaVector n g y‖))) := by | |
| let μ := (ν : Measure BlowupNormalBundle).restrict {z | z.1 ∈ O} | |
| have hI : Integrable (fun z : BlowupNormalBundle => φ z.1) μ := | |
| Integrable.of_bound (hφ.continuous.comp continuous_fst).aestronglyMeasurable 1 | |
| (ae_of_all μ fun z => by rw [Real.norm_eq_abs, abs_of_nonneg (hφb _).1]; exact (hφb _).2) | |
| have hG := graph_weighted_integrable a hn hg.continuous hφ.continuous hsφ hφR | |
| (fun y hy => (graphAreaVector_continuousAt n (hc y hy)).norm) | |
| have hGc := graph_weighted_continuous a hn hg.continuous hφ.continuous hφR | |
| (fun y hy => (graphAreaVector_continuousAt n (hc y hy)).norm) | |
| let := isFiniteMeasure_withDensity_ofReal hI.hasFiniteIntegral | |
| let := isFiniteMeasure_withDensity_ofReal hG.hasFiniteIntegral | |
| have hchart : Continuous (fun y : Plane => a + normalGraph n g y) := by | |
| simpa only [id_eq] using graph_trace_continuous a n hg.continuous continuous_id | |
| apply ext_of_forall_integral_eq_of_IsFiniteMeasure | |
| intro f | |
| rw [integral_map_of_stronglyMeasurable measurable_fst f.continuous.stronglyMeasurable, | |
| integral_map_of_stronglyMeasurable | |
| hchart.measurable | |
| f.continuous.stronglyMeasurable] | |
| rw [integral_withDensity_eq_integral_toReal_smul | |
| (f := fun z : BlowupNormalBundle => ENNReal.ofReal (φ z.1)) | |
| (hφ.continuous.comp continuous_fst).measurable.ennreal_ofReal | |
| (ae_of_all μ fun _ => ENNReal.ofReal_lt_top) _, | |
| integral_withDensity_eq_integral_toReal_smul hGc.measurable.ennreal_ofReal | |
| (ae_of_all volume fun _ => ENNReal.ofReal_lt_top) _] | |
| simp_rw [ENNReal.toReal_ofReal (hφb _).1, smul_eq_mul, | |
| ENNReal.toReal_ofReal (mul_nonneg (hφb _).1 (norm_nonneg _))] | |
| convert cutoff_graph_patch_continuous_mass hA a hn hg hc hgraph hsat hflux | |
| hφ hsφ hφU hφO hφR hφb f using 1 | |
| congr 1 | |
| funext y | |
| ring | |
| end CubicTorus | |
| end | |
| end | |
| section | |
| noncomputable section | |
| open MeasureTheory Set Filter | |
| open scoped ENNReal NNReal Topology RealInnerProductSpace | |
| namespace CubicTorus | |
| lemma graphUnitNormalExtension_measurable (a : Cover) {n : Cover} (hn : ‖n‖ = 1) | |
| (g : Plane → ℝ) : Measurable (graphUnitNormalExtension a n g) := by | |
| have hm : Measurable (gradient g) := | |
| (InnerProductSpace.toDual ℝ Plane).symm.continuous.measurable.comp (measurable_fderiv ℝ g) | |
| exact (graphSlopeNormal_contDiff hn).continuous.measurable.comp | |
| (hm.comp ((normalPlaneCoordinates n).continuous.measurable.comp (measurable_id.sub measurable_const))) | |
| def graphNormalSection (a : Cover) {n : Cover} (hn : ‖n‖ = 1) | |
| (g : Plane → ℝ) (x : Cover) : BlowupNormalBundle := | |
| (x, ⟨graphUnitNormalExtension a n g x, graphUnitNormalExtension_unit a hn g x⟩) | |
| lemma graphNormalSection_measurable (a : Cover) {n : Cover} (hn : ‖n‖ = 1) | |
| (g : Plane → ℝ) : Measurable (graphNormalSection a hn g) := | |
| measurable_id.prodMk (graphUnitNormalExtension_measurable a hn g).subtype_mk | |
| lemma weighted_bundle_section {μ : Measure BlowupNormalBundle} {φ : Cover → ℝ} | |
| (hφ : Measurable φ) {s : Cover → BlowupNormalBundle} (hs : Measurable s) | |
| (hae : ∀ᵐ z ∂μ, 0 < φ z.1 → s z.1 = z) : | |
| μ.withDensity (fun z => ENNReal.ofReal (φ z.1)) = | |
| Measure.map s (Measure.map Prod.fst (μ.withDensity (fun z => ENNReal.ofReal (φ z.1)))) := by | |
| rw [Measure.map_map hs measurable_fst] | |
| symm | |
| calc | |
| _ = Measure.map id (μ.withDensity (fun z => ENNReal.ofReal (φ z.1))) := by | |
| apply Measure.map_congr | |
| apply (ae_withDensity_iff (hφ.comp measurable_fst).ennreal_ofReal).mpr | |
| filter_upwards [hae] with z hz hpos | |
| exact hz (ENNReal.ofReal_ne_zero_iff.mp hpos) | |
| _ = _ := Measure.map_id | |
| theorem cutoff_graph_patch_bundle_measure {A O U : Set Cover} (hA : MeasurableSet A) | |
| (a : Cover) {n : Cover} (hn : ‖n‖ = 1) | |
| {g : Plane → ℝ} {K : ℝ≥0} (hg : LipschitzWith K g) | |
| {R : ℝ} (hc : ∀ y ∈ Metric.closedBall (0 : Plane) R, ContinuousAt (fderiv ℝ g) y) | |
| (hgraph : ∀ᵐ x : Cover ∂volume, x ∈ U → (x ∈ A ↔ ⟪n,x-a⟫ < graphHeightExtension a n g x)) | |
| {ν : FiniteMeasure BlowupNormalBundle} | |
| (hsat : HasCutoffSaturation ν O) | |
| (hflux : ∀ F : Cover → Cover, ContDiff ℝ (⊤ : ℕ∞) F → HasCompactSupport F → | |
| tsupport F ⊆ O → (∀ x, ‖F x‖ ≤ 1) → | |
| (∫ z, ⟪(z.2 : Cover),F z.1⟫ ∂(ν : Measure BlowupNormalBundle)) = ∫ x in A, divergence F x) | |
| {φ : Cover → ℝ} (hφ : ContDiff ℝ (⊤ : ℕ∞) φ) (hsφ : HasCompactSupport φ) | |
| (hφU : tsupport φ ⊆ U) (hφO : tsupport φ ⊆ O) | |
| (hφR : tsupport φ ⊆ Metric.closedBall a R) (hφb : ∀ x, φ x ∈ Icc 0 1) : | |
| (((ν : Measure BlowupNormalBundle).restrict {z | z.1 ∈ O}).withDensity | |
| (fun z => ENNReal.ofReal (φ z.1))) = | |
| Measure.map (fun y : Plane => graphNormalSection a hn g (a + normalGraph n g y)) | |
| (volume.withDensity (fun y => ENNReal.ofReal | |
| (φ (a+normalGraph n g y)*‖graphAreaVector n g y‖))) := by | |
| have ha := cutoff_graph_patch_normal_ae hA a hn hg hc hgraph hsat hflux | |
| hφ hsφ hφU hφO hφR hφb | |
| have hs := weighted_bundle_section hφ.continuous.measurable | |
| (graphNormalSection_measurable a hn g) (show ∀ᵐ z ∂(ν : Measure BlowupNormalBundle).restrict {z | z.1 ∈ O}, | |
| 0 < φ z.1 → graphNormalSection a hn g z.1 = z from by | |
| filter_upwards [ha] with z hz hpos | |
| refine Prod.ext ?_ ?_ | |
| · rfl | |
| · exact Subtype.ext (hz hpos).symm) | |
| rw [hs, cutoff_graph_patch_measure hA a hn hg hc hgraph hsat hflux | |
| hφ hsφ hφU hφO hφR hφb] | |
| have hchart : Measurable (fun y : Plane => a + normalGraph n g y) := by | |
| simpa only [id_eq] using (graph_trace_continuous a n hg.continuous continuous_id).measurable | |
| exact Measure.map_map (graphNormalSection_measurable a hn g) hchart | |
| end CubicTorus | |
| end | |
| end | |
| section | |
| noncomputable section | |
| open MeasureTheory Set Filter | |
| open scoped ENNReal NNReal Topology RealInnerProductSpace | |
| namespace CubicTorus | |
| def clampCell (x : Cover) : CompactCell := | |
| ⟨WithLp.toLp 2 (fun i => max 0 (min 1 (x i))), | |
| ⟨fun i => max 0 (min 1 (x i)), | |
| ⟨fun _ => le_max_left _ _, fun _ => max_le zero_le_one (min_le_left _ _)⟩, rfl⟩⟩ | |
| lemma continuous_clampCell : Continuous clampCell := by | |
| apply Continuous.subtype_mk | |
| exact (EuclideanSpace.equiv (Fin 3) ℝ).symm.continuous.comp | |
| (continuous_pi (fun i => continuous_const.max (continuous_const.min (by fun_prop)))) | |
| lemma clampCell_coe (x : CompactCell) : clampCell (x : Cover) = x := by | |
| apply Subtype.ext | |
| ext i | |
| change max 0 (min 1 ((x : Cover) i)) = (x : Cover) i | |
| rw [min_eq_right (compactCell_coordinates x i).2, | |
| max_eq_right (compactCell_coordinates x i).1] | |
| def normalCellProjection (z : BlowupNormalBundle) : NormalBundle := | |
| (clampCell z.1, z.2) | |
| lemma continuous_normalCellProjection : Continuous normalCellProjection := | |
| (continuous_clampCell.comp continuous_fst).prodMk continuous_snd | |
| lemma normalCellProjection_cover (z : NormalBundle) : | |
| normalCellProjection (normalCoverMap z) = z := by | |
| change (clampCell (z.1 : Cover), z.2) = z | |
| rw [clampCell_coe] | |
| lemma map_withDensity_comp {α β : Type*} [MeasurableSpace α] [MeasurableSpace β] | |
| (μ : Measure α) {f : α → β} (hf : Measurable f) | |
| {w : β → ℝ≥0∞} (hw : Measurable w) : | |
| (Measure.map f μ).withDensity w = Measure.map f (μ.withDensity (w ∘ f)) := by | |
| apply Measure.ext | |
| intro s hs | |
| rw [withDensity_apply _ hs, Measure.map_apply hf hs, | |
| withDensity_apply _ (hs.preimage hf), setLIntegral_map hs hw hf] | |
| rfl | |
| lemma withDensity_restrict_of_support {α : Type*} [MeasurableSpace α] | |
| {μ : Measure α} {w : α → ℝ≥0∞} {S : Set α} (hS : MeasurableSet S) | |
| (hs : ∀ x, x ∉ S → w x = 0) : | |
| (μ.restrict S).withDensity w = μ.withDensity w := by | |
| rw [← withDensity_indicator hS] | |
| congr 1 | |
| apply Set.indicator_eq_self.2 | |
| intro x hx | |
| by_contra hn | |
| exact hx (hs x hn) | |
| def actualNormalGraphChart (a : Cover) {n : Cover} (hn : ‖n‖ = 1) | |
| (g : Plane → ℝ) (y : Plane) : NormalBundle := | |
| normalCellProjection (graphNormalSection a hn g (a + normalGraph n g y)) | |
| lemma actualNormalGraphChart_measurable (a : Cover) {n : Cover} (hn : ‖n‖ = 1) | |
| {g : Plane → ℝ} (hg : Continuous g) : Measurable (actualNormalGraphChart a hn g) := by | |
| apply continuous_normalCellProjection.measurable.comp | |
| apply (graphNormalSection_measurable a hn g).comp | |
| simpa only [id_eq] using (graph_trace_continuous a n hg continuous_id).measurable | |
| theorem normalMeasure_graph_area_measure {E : Set Torus} (hE : MeasurableSet E) | |
| {μ : FiniteMeasure NormalBundle} (hμ : IsNormalMeasure E μ) | |
| {U : Set Cover} (a : Cover) {n : Cover} (hn : ‖n‖ = 1) | |
| {g : Plane → ℝ} {K : ℝ≥0} (hg : LipschitzWith K g) {R : ℝ} | |
| (hc : ∀ y ∈ Metric.closedBall (0 : Plane) R, ContinuousAt (fderiv ℝ g) y) | |
| (hgraph : ∀ᵐ x : Cover ∂volume, x ∈ U → | |
| (quotientMap x ∈ E ↔ ⟪n,x-a⟫ < graphHeightExtension a n g x)) | |
| {φ : Cover → ℝ} (hφ : ContDiff ℝ (⊤ : ℕ∞) φ) (hsφ : HasCompactSupport φ) | |
| (hφU : tsupport φ ⊆ U) (hφO : tsupport φ ⊆ {x | ∀ i, 0 < x i ∧ x i < 1}) | |
| (hφR : tsupport φ ⊆ Metric.closedBall a R) (hφb : ∀ x, φ x ∈ Icc 0 1) : | |
| (μ : Measure NormalBundle).withDensity (fun z => ENNReal.ofReal (φ z.1)) = | |
| Measure.map (actualNormalGraphChart a hn g) | |
| (volume.withDensity (fun y => ENNReal.ofReal | |
| (φ (a+normalGraph n g y)*‖graphAreaVector n g y‖))) := by | |
| let O : Set Cover := {x | ∀ i, 0 < x i ∧ x i < 1} | |
| have hmO : MeasurableSet {z : BlowupNormalBundle | z.1 ∈ O} := by | |
| change MeasurableSet {z : BlowupNormalBundle | ∀ i, 0 < z.1 i ∧ z.1 i < 1} | |
| simp only [Set.ofPred_forall] | |
| apply MeasurableSet.iInter | |
| intro i | |
| have hm : Measurable (fun z : BlowupNormalBundle => z.1 i) := by fun_prop | |
| exact (measurableSet_lt measurable_const hm).inter (measurableSet_lt hm measurable_const) | |
| have hf (F : Cover → Cover) (hF : ContDiff ℝ (⊤ : ℕ∞) F) | |
| (hs : HasCompactSupport F) (hO : tsupport F ⊆ O) (_hb : ∀ x, ‖F x‖ ≤ 1) := | |
| normalCoverMeasure_local_flux hE hμ hF hs hO | |
| have he := cutoff_graph_patch_bundle_measure (hE.preimage measurable_quotientMap) | |
| a hn hg hc hgraph (normalMeasure_cutoff_saturation hμ O) hf | |
| hφ hsφ hφU hφO hφR hφb | |
| rw [withDensity_restrict_of_support hmO (fun z hz => by | |
| rw [image_eq_zero_of_notMem_tsupport (fun h => hz (hφO h)), ENNReal.ofReal_zero])] at he | |
| have hcmap : (normalCoverMeasure μ : Measure BlowupNormalBundle) = | |
| Measure.map normalCoverMap (μ : Measure NormalBundle) := FiniteMeasure.toMeasure_map μ normalCoverMap | |
| rw [hcmap, map_withDensity_comp _ continuous_normalCoverMap.measurable | |
| (w := fun z : BlowupNormalBundle => ENNReal.ofReal (φ z.1)) | |
| ((hφ.continuous.comp continuous_fst).measurable.ennreal_ofReal)] at he | |
| have hp := congrArg (Measure.map normalCellProjection) he | |
| rw [Measure.map_map continuous_normalCellProjection.measurable continuous_normalCoverMap.measurable] at hp | |
| have hid : normalCellProjection ∘ normalCoverMap = id := funext normalCellProjection_cover | |
| rw [hid, Measure.map_id] at hp | |
| have hchart : Measurable (fun y : Plane => graphNormalSection a hn g (a+normalGraph n g y)) := by | |
| apply (graphNormalSection_measurable a hn g).comp | |
| simpa only [id_eq] using (graph_trace_continuous a n hg.continuous continuous_id).measurable | |
| rw [Measure.map_map continuous_normalCellProjection.measurable hchart] at hp | |
| exact hp | |
| end CubicTorus | |
| end | |
| end | |
| section | |
| noncomputable section | |
| open MeasureTheory Set Filter | |
| open scoped ENNReal NNReal Topology RealInnerProductSpace | |
| namespace CubicTorus | |
| def lpPullbackLE {α β F : Type*} [MeasurableSpace α] [MeasurableSpace β] | |
| [NormedAddCommGroup F] [NormedSpace ℝ F] | |
| {ν : Measure α} {μ : Measure β} {f : α → β} | |
| (hf : Measurable f) (hle : Measure.map f ν ≤ μ) : | |
| Lp F 2 μ →L[ℝ] Lp F 2 ν := | |
| (Lp.compMeasurePreservingₗᵢ ℝ f ⟨hf,rfl⟩).toContinuousLinearMap.comp | |
| (Lp.LpToLpOfMeasureLeSMul (c := 1) (by simp) (by simpa using hle)) | |
| lemma lpPullbackLE_ae {α β F : Type*} [MeasurableSpace α] [MeasurableSpace β] | |
| [NormedAddCommGroup F] [NormedSpace ℝ F] | |
| {ν : Measure α} {μ : Measure β} {f : α → β} | |
| (hf : Measurable f) (hle : Measure.map f ν ≤ μ) (u : Lp F 2 μ) : | |
| lpPullbackLE hf hle u =ᵐ[ν] u ∘ f := by | |
| have hmp : MeasurePreserving f ν (Measure.map f ν) := ⟨hf,rfl⟩ | |
| have hr := Lp.coeFn_LpToLpOfMeasureLeSMul (c := 1) | |
| (by simp : (1 : ℝ≥0∞) ≠ ∞) (by simpa using hle) u | |
| exact (Lp.coeFn_compMeasurePreserving _ hmp).trans (hmp.quasiMeasurePreserving.ae_eq_comp hr) | |
| lemma lpPullbackLE_congr_ae {α β F : Type*} [MeasurableSpace α] [MeasurableSpace β] | |
| [NormedAddCommGroup F] [NormedSpace ℝ F] | |
| {ν : Measure α} {μ : Measure β} {f : α → β} | |
| (hf : Measurable f) (hle : Measure.map f ν ≤ μ) {u v : β → F} | |
| (huv : u =ᵐ[μ] v) : u ∘ f =ᵐ[ν] v ∘ f := by | |
| exact (show Measure.QuasiMeasurePreserving f ν μ from | |
| ⟨hf,Measure.absolutelyContinuous_of_le hle⟩).ae_eq_comp huv | |
| lemma graphAreaVector_norm_ge_one {n : Cover} (hn : ‖n‖ = 1) | |
| (g : Plane → ℝ) (y : Plane) : 1 ≤ ‖graphAreaVector n g y‖ := by | |
| have hs := graphAreaVector_norm_sq hn g y | |
| nlinarith [norm_nonneg (graphAreaVector n g y), sq_nonneg ‖gradient g y‖] | |
| lemma graph_chart_measure_le {μ : Measure NormalBundle} | |
| (a : Cover) {n : Cover} (hn : ‖n‖ = 1) {g : Plane → ℝ} | |
| (hg : Continuous g) {φ : Cover → ℝ} (hφ : ∀ x, φ x ∈ Icc 0 1) | |
| (hm : μ.withDensity (fun z => ENNReal.ofReal (φ z.1)) = | |
| Measure.map (actualNormalGraphChart a hn g) | |
| (volume.withDensity (fun y => ENNReal.ofReal | |
| (φ (a+normalGraph n g y)*‖graphAreaVector n g y‖)))) | |
| {S : Set Plane} (hS : MeasurableSet S) | |
| (hunit : ∀ y ∈ S, φ (a+normalGraph n g y)=1) : | |
| Measure.map (actualNormalGraphChart a hn g) (volume.restrict S) ≤ μ := by | |
| have hd : volume.restrict S ≤ volume.withDensity (fun y => ENNReal.ofReal | |
| (φ (a+normalGraph n g y)*‖graphAreaVector n g y‖)) := by | |
| rw [← withDensity_indicator_one hS] | |
| apply withDensity_mono | |
| filter_upwards [] with y | |
| by_cases hy : y∈S | |
| · simp only [Set.indicator_of_mem hy, Pi.one_apply, hunit y hy, one_mul] | |
| simpa using ENNReal.ofReal_le_ofReal (graphAreaVector_norm_ge_one hn g y) | |
| · simp [hy] | |
| have hcut : μ.withDensity (fun z => ENNReal.ofReal (φ z.1)) ≤ μ := by | |
| conv_rhs => rw [← withDensity_one (μ := μ)] | |
| apply withDensity_mono | |
| exact ae_of_all _ (fun z => by simpa using ENNReal.ofReal_le_ofReal (hφ z.1).2) | |
| exact ((Measure.map_mono hd (actualNormalGraphChart_measurable a hn hg)).trans_eq hm.symm).trans hcut | |
| def graphCovector (n : Cover) (g : Plane → ℝ) (y : Plane) : Cover →L[ℝ] Plane := | |
| normalPlaneCoordinates n + (innerSL ℝ n).smulRight (gradient g y) | |
| lemma graphCovector_apply (n : Cover) (g : Plane → ℝ) (y : Plane) (v : Cover) : | |
| graphCovector n g y v = normalPlaneCoordinates n v + ⟪n,v⟫ • gradient g y := rfl | |
| lemma measurable_graphCovector (n : Cover) (g : Plane → ℝ) : | |
| Measurable (graphCovector n g) := by | |
| have hm : Measurable (gradient g) := | |
| (InnerProductSpace.toDual ℝ Plane).symm.continuous.measurable.comp (measurable_fderiv ℝ g) | |
| exact measurable_const.add ((ContinuousLinearMap.smulRightL ℝ Cover Plane (innerSL ℝ n)).continuous.measurable.comp hm) | |
| lemma graphCovector_norm_le {n : Cover} (hn : ‖n‖=1) {g : Plane → ℝ} | |
| {K : ℝ≥0} (hg : LipschitzWith K g) (y : Plane) : | |
| ‖graphCovector n g y‖ ≤ 1+K := by | |
| calc | |
| _ ≤ ‖normalPlaneCoordinates n‖+‖(innerSL ℝ n).smulRight (gradient g y)‖ := norm_add_le _ _ | |
| _ ≤ 1+‖innerSL ℝ n‖*‖gradient g y‖ := add_le_add (norm_normalPlaneCoordinates_le n) (ContinuousLinearMap.norm_smulRight_apply _ _).le | |
| _ ≤ 1+K := by | |
| rw [innerSL_apply_norm,hn,one_mul] | |
| apply add_le_add le_rfl | |
| simpa only [gradient, LinearIsometryEquiv.norm_map] using norm_fderiv_le_of_lipschitz ℝ hg (x₀ := y) | |
| lemma graphCovector_memLp {ν : Measure Plane} {n : Cover} (hn : ‖n‖=1) | |
| {g : Plane → ℝ} {K : ℝ≥0} (hg : LipschitzWith K g) : | |
| MemLp (graphCovector n g) ∞ ν := | |
| memLp_top_of_bound (measurable_graphCovector n g).aestronglyMeasurable (1+K) | |
| (ae_of_all _ (graphCovector_norm_le hn hg)) | |
| def graphCovectorLp {ν : Measure Plane} {n : Cover} (hn : ‖n‖=1) | |
| {g : Plane → ℝ} {K : ℝ≥0} (hg : LipschitzWith K g) : | |
| Lp Cover 2 ν →L[ℝ] Lp Plane 2 ν := | |
| (ContinuousLinearMap.id ℝ (Cover →L[ℝ] Plane)).holderL ν ∞ 2 2 | |
| ((graphCovector_memLp (ν := ν) hn hg).toLp (graphCovector n g)) | |
| lemma graphCovectorLp_ae {ν : Measure Plane} {n : Cover} (hn : ‖n‖=1) | |
| {g : Plane → ℝ} {K : ℝ≥0} (hg : LipschitzWith K g) (u : Lp Cover 2 ν) : | |
| graphCovectorLp hn hg u =ᵐ[ν] fun y => graphCovector n g y (u y) := by | |
| have ha := (graphCovector_memLp (ν := ν) hn hg).coeFn_toLp | |
| have hb := (ContinuousLinearMap.id ℝ (Cover →L[ℝ] Plane)).coeFn_holder | |
| ((graphCovector_memLp (ν := ν) hn hg).toLp (graphCovector n g)) u (r := 2) | |
| filter_upwards [ha,hb] with y ha hb | |
| change (graphCovectorLp hn hg u) y = _ at hb | |
| simpa only [ContinuousLinearMap.id_apply,ha] using hb | |
| end CubicTorus | |
| end | |
| end | |
| section | |
| noncomputable section | |
| open MeasureTheory Set Filter | |
| open scoped ENNReal NNReal Topology RealInnerProductSpace | |
| namespace CubicTorus | |
| lemma graphCovector_duality {n : Cover} (hn : ‖n‖=1) (g : Plane → ℝ) | |
| (y v : Plane) (w : Cover) : | |
| ⟪graphCovector n g y w,v⟫ = | |
| ⟪w,normalPlaneEmbedding n v+⟪gradient g y,v⟫ • n⟫ := by | |
| rw [graphCovector_apply,inner_add_left,real_inner_smul_left, | |
| inner_add_right,inner_smul_right] | |
| have he : ⟪normalPlaneCoordinates n w,v⟫=⟪w,normalPlaneEmbedding n v⟫ := by | |
| calc | |
| _ = ⟪v,normalPlaneCoordinates n w⟫ := real_inner_comm _ _ | |
| _ = ⟪normalPlaneEmbedding n v,w⟫ := (normalPlaneEmbedding_inner_coordinates hn v w).symm | |
| _ = _ := real_inner_comm _ _ | |
| rw [he] | |
| have hi : ⟪n,w⟫=⟪w,n⟫ := real_inner_comm _ _ | |
| rw [hi] | |
| ring | |
| lemma graphCovector_normal_zero {n : Cover} (hn : ‖n‖=1) | |
| (g : Plane → ℝ) (y : Plane) : | |
| graphCovector n g y (graphSlopeNormal n (gradient g y))=0 := by | |
| rw [graphSlopeNormal_weight hn,map_smul,map_sub,graphCovector_apply, | |
| graphCovector_apply,normalPlaneCoordinates_normal hn, | |
| normalPlaneCoordinates_embedding,real_inner_self_eq_norm_sq,hn,one_pow, | |
| normalPlaneEmbedding_inner hn,one_smul,zero_smul,zero_add,add_zero,sub_self,smul_zero] | |
| lemma gradient_graph_trace (a : Cover) {n : Cover} (hn : ‖n‖=1) | |
| {g : Plane → ℝ} {y : Plane} (hg : DifferentiableAt ℝ g y) | |
| {f : Cover → ℝ} (hf : DifferentiableAt ℝ f (a+normalGraph n g y)) : | |
| gradient (fun z => f (a+normalGraph n g z)) y = | |
| graphCovector n g y (gradient f (a+normalGraph n g y)) := by | |
| apply ext_inner_right ℝ | |
| intro v | |
| rw [inner_gradient_left,graphCovector_duality hn] | |
| have hc := hf.hasFDerivAt.comp y ((normalGraph_hasFDerivAt hg).const_add a) | |
| change (fderiv ℝ (f ∘ fun x => a+normalGraph n g x) y) v = _ | |
| rw [hc.fderiv,ContinuousLinearMap.comp_apply,← inner_gradient_left] | |
| congr 1 | |
| simp only [add_apply,ContinuousLinearMap.smulRight_apply, | |
| inner_gradient_left] | |
| rfl | |
| lemma actualNormalGraphChart_position (a : Cover) {n : Cover} (hn : ‖n‖=1) | |
| (g : Plane → ℝ) {y : Plane} | |
| (hy : ∀ i, (a+normalGraph n g y) i ∈ Icc 0 1) : | |
| ((actualNormalGraphChart a hn g y).1 : Cover)=a+normalGraph n g y := by | |
| change ((clampCell (a+normalGraph n g y)) : Cover)=_ | |
| ext i | |
| change max 0 (min 1 ((a+normalGraph n g y) i))=(a+normalGraph n g y) i | |
| rw [min_eq_right (hy i).2,max_eq_right (hy i).1] | |
| lemma actualNormalGraphChart_normal (a : Cover) {n : Cover} (hn : ‖n‖=1) | |
| (g : Plane → ℝ) (y : Plane) : | |
| ((actualNormalGraphChart a hn g y).2 : Cover)=graphSlopeNormal n (gradient g y) := | |
| graphUnitNormalExtension_graph a hn g g y | |
| lemma smoothScalarGradient_graph_covector (a : Cover) {n : Cover} (hn : ‖n‖=1) | |
| (f : smoothPeriodicScalars) {g : Plane → ℝ} {y : Plane} | |
| (hgy : DifferentiableAt ℝ g y) | |
| (hy : ∀ i, (a+normalGraph n g y) i ∈ Icc 0 1) : | |
| graphCovector n g y (smoothScalarGradient f (actualNormalGraphChart a hn g y))= | |
| gradient (fun z => f.val (a+normalGraph n g z)) y := by | |
| change graphCovector n g y (gradient f.val (actualNormalGraphChart a hn g y).1- | |
| ⟪((actualNormalGraphChart a hn g y).2 : Cover),gradient f.val (actualNormalGraphChart a hn g y).1⟫ • | |
| ((actualNormalGraphChart a hn g y).2 : Cover))=_ | |
| rw [actualNormalGraphChart_position a hn g hy,actualNormalGraphChart_normal, | |
| map_sub,map_smul,graphCovector_normal_zero hn,smul_zero,sub_zero] | |
| exact (gradient_graph_trace a hn hgy (f.property.1.differentiable (by simp) _)).symm | |
| def PlaneWeakGradientOn (S : Set Plane) (u : Plane → ℝ) (G : Plane → Plane) : Prop := | |
| ∀ (v : Plane) (ψ : Plane → ℝ), ContDiff ℝ (⊤ : ℕ∞) ψ → HasCompactSupport ψ → | |
| tsupport ψ⊆S → (∫ y in S, ⟪G y,v⟫*ψ y)= -(∫ y in S,u y*fderiv ℝ ψ y v) | |
| lemma PlaneWeakGradientOn.congr {S : Set Plane} {u u' : Plane → ℝ} | |
| {G G' : Plane → Plane} (h : PlaneWeakGradientOn S u G) | |
| (hu : u'=ᵐ[volume.restrict S] u) (hG : G'=ᵐ[volume.restrict S] G) : | |
| PlaneWeakGradientOn S u' G' := by | |
| intro v ψ hψ hc hs | |
| have hleft : (∫ y in S, ⟪G' y,v⟫*ψ y)=(∫ y in S, ⟪G y,v⟫*ψ y) := | |
| integral_congr_ae (hG.mono (fun _ he => by dsimp only; rw [he])) | |
| have hright : (∫ y in S, u' y*fderiv ℝ ψ y v)=(∫ y in S, u y*fderiv ℝ ψ y v) := | |
| integral_congr_ae (hu.mono (fun _ he => by dsimp only; rw [he])) | |
| rw [hleft,hright] | |
| exact h v ψ hψ hc hs | |
| lemma C1_weak_gradient_on {S : Set Plane} (hS : IsOpen S) | |
| {f : Plane → ℝ} (hf : Continuous f) (hfc : ContDiffOn ℝ 1 f S) : | |
| PlaneWeakGradientOn S f (gradient f) := by | |
| intro v ψ hψ hc hs | |
| have hi₁ : (∫ y in S, ⟪gradient f y,v⟫*ψ y)=(∫ y, ⟪gradient f y,v⟫*ψ y) := by | |
| apply setIntegral_eq_integral_of_forall_compl_eq_zero | |
| intro y hy | |
| rw [image_eq_zero_of_notMem_tsupport (fun h => hy (hs h)),mul_zero] | |
| have hi₂ : (∫ y in S, f y*fderiv ℝ ψ y v)=(∫ y, f y*fderiv ℝ ψ y v) := by | |
| apply setIntegral_eq_integral_of_forall_compl_eq_zero | |
| intro y hy | |
| rw [image_eq_zero_of_notMem_tsupport | |
| (fun h => hy (hs ((tsupport_fderiv_apply_subset (f := ψ) ℝ v) h))),mul_zero] | |
| rw [hi₁,hi₂] | |
| simpa only [inner_gradient_left] using C1_local_integration_by_parts hS hf hfc | |
| (hψ.of_le (by simp)) hc hs v | |
| end CubicTorus | |
| end | |
| end | |
| section | |
| noncomputable section | |
| open MeasureTheory Set Filter | |
| open scoped ENNReal NNReal Topology RealInnerProductSpace | |
| namespace CubicTorus | |
| lemma L2_pair_scalar_measure {ν : Measure Plane} {u : Lp ℝ 2 ν} {φ : Plane → ℝ} | |
| (hφ : MemLp φ 2 ν) : ⟪u,hφ.toLp φ⟫=(∫ y,u y*φ y ∂ν) := by | |
| rw [L2.inner_def] | |
| apply integral_congr_ae | |
| filter_upwards [hφ.coeFn_toLp] with y hy | |
| simp only [hy,RCLike.inner_apply,conj_trivial] | |
| ring | |
| lemma L2_pair_vector_measure {ν : Measure Plane} {G : Lp Plane 2 ν} | |
| {f : Plane → Plane} (hf : MemLp f 2 ν) : | |
| ⟪G,hf.toLp f⟫=(∫ y,⟪G y,f y⟫ ∂ν) := by | |
| rw [L2.inner_def] | |
| apply integral_congr_ae | |
| filter_upwards [hf.coeFn_toLp] with y hy | |
| rw [hy] | |
| lemma PlaneWeakGradientOn.L2_limit {S : Set Plane} | |
| {u : ℕ → Lp ℝ 2 (volume.restrict S)} | |
| {G : ℕ → Lp Plane 2 (volume.restrict S)} | |
| {u₀ : Lp ℝ 2 (volume.restrict S)} {G₀ : Lp Plane 2 (volume.restrict S)} | |
| (hu : Tendsto u atTop (𝓝 u₀)) (hG : Tendsto G atTop (𝓝 G₀)) | |
| (hweak : ∀ i,PlaneWeakGradientOn S (u i) (G i)) : | |
| PlaneWeakGradientOn S u₀ G₀ := by | |
| intro v ψ hψ hc hs | |
| let a : Plane → Plane := fun y => ψ y • v | |
| have ha : MemLp a 2 (volume.restrict S) := | |
| ((hψ.continuous.smul continuous_const).memLp_of_hasCompactSupport | |
| hc.smul_right (p := 2) (μ := volume)).mono_measure Measure.restrict_le_self | |
| let A := ha.toLp a | |
| let b : Plane → ℝ := fun y => fderiv ℝ ψ y v | |
| have hb : MemLp b 2 (volume.restrict S) := | |
| (((hψ.continuous_fderiv (by simp)).clm_apply continuous_const).memLp_of_hasCompactSupport | |
| (hc.fderiv_apply ℝ v) (p := 2) (μ := volume)).mono_measure Measure.restrict_le_self | |
| let B := hb.toLp b | |
| have hi (W : Lp Plane 2 (volume.restrict S)) : | |
| ⟪W,A⟫=(∫ y in S,⟪W y,v⟫*ψ y) := by | |
| rw [L2_pair_vector_measure ha] | |
| apply integral_congr_ae | |
| filter_upwards [] with y | |
| simp only [a,inner_smul_right] | |
| ring | |
| have he (i : ℕ) : ⟪G i,A⟫= -⟪u i,B⟫ := by | |
| rw [hi,L2_pair_scalar_measure hb] | |
| exact hweak i v ψ hψ hc hs | |
| have hleft := hG.inner (𝕜 := ℝ) (tendsto_const_nhds (x := A)) | |
| have hright := (hu.inner (𝕜 := ℝ) (tendsto_const_nhds (x := B))).neg | |
| have hh := tendsto_nhds_unique (hleft.congr' (Eventually.of_forall he)) hright | |
| rw [hi,L2_pair_scalar_measure hb] at hh | |
| exact hh | |
| lemma graph_trace_contDiffOn_C1 (a n : Cover) {g : Plane → ℝ} {S : Set Plane} | |
| (hg : ContDiffOn ℝ 1 g S) {f : Cover → ℝ} (hf : ContDiff ℝ 1 f) : | |
| ContDiffOn ℝ 1 (fun y => f (a+normalGraph n g y)) S := by | |
| have hgraph : ContDiffOn ℝ 1 (fun y => a+normalGraph n g y) S := | |
| contDiffOn_const.add ((normalPlaneLinearIsometry n).contDiff.contDiffOn.add | |
| (hg.smul contDiffOn_const)) | |
| exact hf.comp_contDiffOn hgraph | |
| lemma surfaceSmoothJet_chart_weak_gradient (μ : FiniteMeasure NormalBundle) | |
| (a : Cover) {n : Cover} (hn : ‖n‖=1) {g : Plane → ℝ} {K : ℝ≥0} | |
| (hg : LipschitzWith K g) {S : Set Plane} (hS : IsOpen S) | |
| (hgc : ContDiffOn ℝ 1 g S) | |
| (hcell : ∀ y ∈ S, ∀ i, (a+normalGraph n g y) i ∈ Icc 0 1) | |
| (hdom : Measure.map (actualNormalGraphChart a hn g) (volume.restrict S) ≤ | |
| (μ : Measure NormalBundle)) (f : smoothPeriodicScalars) : | |
| PlaneWeakGradientOn S | |
| (lpPullbackLE (actualNormalGraphChart_measurable a hn hg.continuous) hdom | |
| (surfaceSmoothJet μ f).1) | |
| (graphCovectorLp hn hg | |
| (lpPullbackLE (actualNormalGraphChart_measurable a hn hg.continuous) hdom | |
| (surfaceSmoothJet μ f).2)) := by | |
| let chart := actualNormalGraphChart a hn g | |
| have hchart : Measurable chart := actualNormalGraphChart_measurable a hn hg.continuous | |
| have hv := (lpPullbackLE_ae hchart hdom (surfaceSmoothJet μ f).1).trans | |
| (lpPullbackLE_congr_ae hchart hdom | |
| ((smoothScalarValue f).coeFn_toLp (p := 2) (𝕜 := ℝ) (μ : Measure NormalBundle))) | |
| have hw := (lpPullbackLE_ae hchart hdom (surfaceSmoothJet μ f).2).trans | |
| (lpPullbackLE_congr_ae hchart hdom | |
| ((smoothScalarGradient f).coeFn_toLp (p := 2) (𝕜 := ℝ) (μ : Measure NormalBundle))) | |
| have hv' : lpPullbackLE hchart hdom (surfaceSmoothJet μ f).1 =ᵐ[volume.restrict S] | |
| (fun y => f.val (a+normalGraph n g y)) := by | |
| filter_upwards [hv,ae_restrict_mem hS.measurableSet] with y hy hSy | |
| change (lpPullbackLE hchart hdom (surfaceSmoothJet μ f).1) y = f.val (chart y).1 at hy | |
| rw [hy] | |
| change f.val (actualNormalGraphChart a hn g y).1 = _ | |
| rw [actualNormalGraphChart_position a hn g (hcell y hSy)] | |
| have hw' : graphCovectorLp hn hg (lpPullbackLE hchart hdom (surfaceSmoothJet μ f).2) | |
| =ᵐ[volume.restrict S] gradient (fun y => f.val (a+normalGraph n g y)) := by | |
| filter_upwards [graphCovectorLp_ae hn hg | |
| (lpPullbackLE hchart hdom (surfaceSmoothJet μ f).2),hw, | |
| ae_restrict_mem hS.measurableSet] with y hmap hy hSy | |
| change (lpPullbackLE hchart hdom (surfaceSmoothJet μ f).2) y = smoothScalarGradient f (chart y) at hy | |
| rw [hmap,hy] | |
| exact smoothScalarGradient_graph_covector a hn f | |
| (((hgc y hSy).contDiffAt (hS.mem_nhds hSy)).differentiableAt (by simp)) (hcell y hSy) | |
| exact (C1_weak_gradient_on hS | |
| (graph_trace_continuous a n hg.continuous f.property.1.continuous) | |
| (graph_trace_contDiffOn_C1 a n hgc (f.property.1.of_le (by simp)))).congr hv' hw' | |
| theorem surfaceH1_chart_weak_gradient (μ : FiniteMeasure NormalBundle) | |
| (a : Cover) {n : Cover} (hn : ‖n‖=1) {g : Plane → ℝ} {K : ℝ≥0} | |
| (hg : LipschitzWith K g) {S : Set Plane} (hS : IsOpen S) | |
| (hgc : ContDiffOn ℝ 1 g S) | |
| (hcell : ∀ y ∈ S, ∀ i, (a+normalGraph n g y) i ∈ Icc 0 1) | |
| (hdom : Measure.map (actualNormalGraphChart a hn g) (volume.restrict S) ≤ | |
| (μ : Measure NormalBundle)) {u : SurfaceJet μ} (hu : u∈surfaceH1 μ) : | |
| PlaneWeakGradientOn S | |
| (lpPullbackLE (actualNormalGraphChart_measurable a hn hg.continuous) hdom u.1) | |
| (graphCovectorLp hn hg | |
| (lpPullbackLE (actualNormalGraphChart_measurable a hn hg.continuous) hdom u.2)) := by | |
| obtain ⟨w,hw,hl⟩ := mem_closure_iff_seq_limit.mp hu | |
| let hchart := actualNormalGraphChart_measurable a hn hg.continuous | |
| apply PlaneWeakGradientOn.L2_limit | |
| (((lpPullbackLE hchart hdom).continuous.tendsto _).comp ((continuous_fst.tendsto u).comp hl)) | |
| (((graphCovectorLp hn hg).continuous.tendsto _).comp | |
| (((lpPullbackLE hchart hdom).continuous.tendsto _).comp ((continuous_snd.tendsto u).comp hl))) | |
| intro i | |
| obtain ⟨f,hf⟩ := hw i | |
| simp only [Function.comp_apply] | |
| rw [← hf] | |
| exact surfaceSmoothJet_chart_weak_gradient μ a hn hg hS hgc hcell hdom f | |
| end CubicTorus | |
| end | |
| end | |
| end OAI | |