Download lean/OAI/Geometry/IsometricImmersion/Caps/CapL2Basics.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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| import OAI.Geometry.IsometricImmersion.Energy.MixedDerivativeL2 | |
| import OAI.Geometry.IsometricImmersion.Flows.FlowSobolev | |
| import OAI.Geometry.IsometricImmersion.Caps.CapAreaFormula | |
| import Mathlib.MeasureTheory.Function.L2Space | |
| namespace OAI | |
| noncomputable section | |
| open Set Filter Function MeasureTheory | |
| open scoped ContDiff Topology BigOperators ENNReal NNReal | |
| namespace SmoothLocal.Analytic | |
| open SmoothLocal.Geometry | |
| theorem integral_sq_eq_eLpNorm_toReal_sq {f : Coord → ℝ} {μ : Measure Coord} | |
| (hf : MemLp f 2 μ) : | |
| (∫ p, f p ^ 2 ∂μ) = (eLpNorm f 2 μ).toReal ^ 2 := by | |
| calc | |
| (∫ p, f p ^ 2 ∂μ) = ∫ p, ‖hf.toLp f p‖ ^ 2 ∂μ := by | |
| apply integral_congr_ae | |
| filter_upwards [hf.coeFn_toLp] with p hp | |
| simp only [hp, Real.norm_eq_abs, sq_abs] | |
| _ = ∫ p, inner ℝ (hf.toLp f p) (hf.toLp f p) ∂μ := by | |
| simp only [real_inner_self_eq_norm_sq] | |
| _ = inner ℝ (hf.toLp f) (hf.toLp f) := rfl | |
| _ = ‖hf.toLp f‖ ^ 2 := real_inner_self_eq_norm_sq _ | |
| _ = (eLpNorm f 2 μ).toReal ^ 2 := by | |
| rw [Lp.norm_def, eLpNorm_congr_ae hf.coeFn_toLp] | |
| theorem integral_sq_le_of_eLpNorm_two_le {f : Coord → ℝ} {μ : Measure Coord} | |
| (hf : MemLp f 2 μ) {H : ℝ≥0} (hH : eLpNorm f 2 μ ≤ (H : ℝ≥0∞)) : | |
| (∫ p, f p ^ 2 ∂μ) ≤ (H : ℝ)^2 := by | |
| rw [integral_sq_eq_eLpNorm_toReal_sq hf] | |
| have h := ENNReal.toReal_mono (by simp : (H : ℝ≥0∞) ≠ (⊤ : ℝ≥0∞)) hH | |
| change (eLpNorm f 2 μ).toReal ≤ (H : ℝ) at h | |
| exact (sq_le_sq₀ ENNReal.toReal_nonneg H.2).mpr h | |
| theorem eLpNorm_two_le_of_integral_sq_le {f : Coord → ℝ} {μ : Measure Coord} | |
| (hf : MemLp f 2 μ) {H : ℝ≥0} (hH : (∫ p, f p ^ 2 ∂μ) ≤ (H : ℝ)^2) : | |
| eLpNorm f 2 μ ≤ (H : ℝ≥0∞) := by | |
| apply (ENNReal.toReal_le_toReal hf.eLpNorm_ne_top (by simp)).mp | |
| rw [integral_sq_eq_eLpNorm_toReal_sq hf] at hH | |
| change (eLpNorm f 2 μ).toReal ≤ (H : ℝ) | |
| exact (sq_le_sq₀ ENNReal.toReal_nonneg H.2).mp hH | |
| end SmoothLocal.Analytic | |
| namespace SmoothLocal.HighEquation | |
| open SmoothLocal.Geometry SmoothLocal.Analytic | |
| def CoordinateL2Bound (z : Coord → ℝ) (V : Set Coord) (N : ℕ) (H : ℝ≥0) : Prop := | |
| ∀ ds : List (Fin 2), ds.length ≤ N → | |
| eLpNorm' (iteratedCoordPartial ds z) (2 : ℝ) (volume.restrict V) ≤ (H : ℝ≥0∞) | |
| theorem CoordinateL2Bound.mono {z : Coord → ℝ} {V : Set Coord} {N n : ℕ} {H H' : ℝ≥0} | |
| (h : CoordinateL2Bound z V N H) (hn : n ≤ N) (hH : H ≤ H') : | |
| CoordinateL2Bound z V n H' := by | |
| intro ds hds | |
| exact (h ds (hds.trans hn)).trans (by exact_mod_cast hH) | |
| theorem CoordinateL2Bound.restrict {z : Coord → ℝ} {V W : Set Coord} {N : ℕ} {H : ℝ≥0} | |
| (h : CoordinateL2Bound z V N H) (hWV : W ⊆ V) : CoordinateL2Bound z W N H := by | |
| intro ds hds | |
| exact (eLpNorm'_mono_measure _ (Measure.restrict_mono_set volume hWV) | |
| (by norm_num)).trans (h ds hds) | |
| theorem CoordinateL2Bound.eLpNorm_le {z : Coord → ℝ} {V : Set Coord} {N : ℕ} {H : ℝ≥0} | |
| (hbound : CoordinateL2Bound z V N H) (word : List (Fin 2)) (hword : word.length ≤ N) | |
| (hmeas : AEStronglyMeasurable (iteratedCoordPartial word z) (volume.restrict V)) : | |
| eLpNorm (iteratedCoordPartial word z) 2 (volume.restrict V) ≤ (H : ℝ≥0∞) := by | |
| rw [eLpNorm_eq_eLpNorm' (by norm_num) (by norm_num) hmeas, ENNReal.toReal_ofNat] | |
| exact hbound word hword | |
| theorem CoordinateL2Bound.memLp {z : Coord → ℝ} {U V : Set Coord} {N : ℕ} {H : ℝ≥0} | |
| (h : CoordinateL2Bound z V N H) (hz : ContDiffOn ℝ ∞ z U) (hU : IsOpen U) | |
| (hV : MeasurableSet V) (hVU : V ⊆ U) (ds : List (Fin 2)) (hds : ds.length ≤ N) : | |
| MemLp (iteratedCoordPartial ds z) 2 (volume.restrict V) := by | |
| have hmeas := ((orderedPartial_contDiffOn hz hU ds).continuousOn.mono | |
| hVU).aestronglyMeasurable (μ := volume) hV | |
| exact (h.eLpNorm_le ds hds hmeas).trans_lt (by finiteness) | |
| theorem CoordinateL2Bound.integral_sq {z : Coord → ℝ} {U V : Set Coord} {N : ℕ} {H : ℝ≥0} | |
| (h : CoordinateL2Bound z V N H) (hz : ContDiffOn ℝ ∞ z U) (hU : IsOpen U) | |
| (hV : MeasurableSet V) (hVU : V ⊆ U) (ds : List (Fin 2)) (hds : ds.length ≤ N) : | |
| (∫ p in V, iteratedCoordPartial ds z p ^ 2) ≤ (H : ℝ)^2 := by | |
| have hmem := h.memLp hz hU hV hVU ds hds | |
| exact integral_sq_le_of_eLpNorm_two_le hmem (h.eLpNorm_le ds hds hmem.aestronglyMeasurable) | |
| theorem heightStateFactor_eq_ordered (z : Coord → ℝ) (n : ℕ) (j : Fin 4) : | |
| heightStateFactor z n j = | |
| iteratedCoordPartial (heightStateSuffix j ++ List.replicate n 1) z := by | |
| rw [orderedPartial_append, orderedPartial_replicate_y] | |
| fin_cases j <;> rfl | |
| theorem CoordinateL2Bound.heightFactors {z : Coord → ℝ} {V : Set Coord} {N : ℕ} {H : ℝ≥0} | |
| (h : CoordinateL2Bound z V N H) (n : ℕ) (j : Fin 4) | |
| (hn : n + heightStateBaseOrder j ≤ N) : | |
| eLpNorm' (heightStateFactor z n j) (2 : ℝ) (volume.restrict V) ≤ (H : ℝ≥0∞) := by | |
| rw [heightStateFactor_eq_ordered] | |
| apply h | |
| simpa only [List.length_append, List.length_replicate, heightStateSuffix_length, Nat.add_comm] using hn | |
| theorem CoordinateL2Bound.heightFactors_of_aestronglyMeasurable | |
| {z : Coord → ℝ} {V : Set Coord} {N : ℕ} {H : ℝ≥0} | |
| (hbound : CoordinateL2Bound z V N H) (order : ℕ) (component : Fin 4) | |
| (horder : order + heightStateBaseOrder component ≤ N) | |
| (hmeas : AEStronglyMeasurable (heightStateFactor z order component) (volume.restrict V)) : | |
| eLpNorm (heightStateFactor z order component) 2 (volume.restrict V) ≤ (H : ℝ≥0∞) := by | |
| rw [eLpNorm_eq_eLpNorm' (by norm_num) (by norm_num) hmeas, ENNReal.toReal_ofNat] | |
| exact hbound.heightFactors order component horder | |
| theorem coordinateBound_heightFactors {z : Coord → ℝ} {V : Set Coord} {N : ℕ} {B : ℝ} | |
| (h : CoordinateBound z V N B) (n : ℕ) (j : Fin 4) | |
| (hn : n + heightStateBaseOrder j ≤ N) : | |
| ∀ p ∈ V, |heightStateFactor z n j p| ≤ B := by | |
| rw [heightStateFactor_eq_ordered] | |
| apply h | |
| simpa only [List.length_append, List.length_replicate, heightStateSuffix_length, Nat.add_comm] using hn | |
| end SmoothLocal.HighEquation | |
| namespace SmoothLocal.Flow | |
| open SmoothLocal.Geometry SmoothLocal.ODE SmoothLocal.Weighted SmoothLocal.Sobolev | |
| open SmoothLocal.HighEquation | |
| theorem closedRectangle_subset_capChartDomain | |
| {tl tr sb st : ℝ} (htl : -2 < tl) (htr : tr < 2) (hsb : -2 < sb) (hst : st < 2) : | |
| closedRectangle tl tr sb st ⊆ capChartDomain := by | |
| intro p hp | |
| exact ⟨⟨htl.trans_le hp.1.1, hp.1.2.trans_lt htr⟩, | |
| ⟨hsb.trans_le hp.2.1, hp.2.2.trans_lt hst⟩⟩ | |
| theorem coordinateL2Bound_to_nested_flow_coordinateBound | |
| {q z : Coord → ℝ} {U : Set Coord} {Y : ℝ → ℝ → ℝ} | |
| (hq : ContDiffOn ℝ ∞ q U) (hU : IsOpen U) (hSU : modelSquare ⊆ U) | |
| (hY : ContinuousOn (uncurry Y) (Icc (-2 : ℝ) 2 ×ˢ Icc (-2 : ℝ) 2)) | |
| (hrange : ∀ s ∈ Icc (-2 : ℝ) 2, ∀ t ∈ Icc (-2 : ℝ) 2, Y s t ∈ Icc (-3 : ℝ) 3) | |
| (hstart : ∀ s ∈ Icc (-2 : ℝ) 2, Y s 0 = s) | |
| (hode : ∀ s ∈ Icc (-2 : ℝ) 2, ∀ t ∈ Icc (-2 : ℝ) 2, | |
| HasDerivWithinAt (Y s) (-q (coordinatePoint t (Y s t))) (Icc (-2 : ℝ) 2) t) | |
| {M tl tr sb st dt ds : ℝ} (hM : 0 ≤ M) | |
| (hq0 : ∀ p ∈ modelSquare, |q p| ≤ (1 : ℝ)/100) | |
| (hq1 : ∀ p ∈ modelSquare, |coordPartial 1 q p| ≤ M) | |
| (htl : -2 < tl) (htr : tr < 2) (hsb : -2 < sb) (hst : st < 2) | |
| (hdt : 0 < dt) (hds : 0 < ds) (hz : ContDiffOn ℝ ∞ z U) | |
| {n : ℕ} {H : ℝ≥0} | |
| (hL : CoordinateL2Bound z (capChart Y '' closedRectangle tl tr sb st) (n + 2) H) : | |
| CoordinateBound z | |
| (capChart Y '' closedRectangle (tl+dt) (tr-dt) (sb+ds) (st-ds)) n | |
| ((squareSobolevWeight (flowInteriorRadius M dt ds)+1)*(H : ℝ)) := by | |
| let V := capChart Y '' closedRectangle tl tr sb st | |
| have hVU : V ⊆ U := actual_closed_flow_rectangle_subset_domain hSU hrange htl htr hsb hst | |
| have hYs := cap_flow_joint_contDiffOn hq hU hSU hY hrange hstart hode | |
| have hcompact : IsCompact V := (capRectangle_isCompact tl tr sb st).image_of_continuousOn | |
| ((capChart_contDiffOn hYs).continuousOn.mono | |
| (closedRectangle_subset_capChartDomain htl htr hsb hst)) | |
| have hV : MeasurableSet V := hcompact.isClosed.measurableSet | |
| intro word hword p hp | |
| have h0 := hL.memLp hz hU hV hVU word (by omega) | |
| have hx := hL.memLp hz hU hV hVU (0 :: word) (by simp only [List.length_cons]; omega) | |
| have hy := hL.memLp hz hU hV hVU (1 :: word) (by simp only [List.length_cons]; omega) | |
| have hxy := hL.memLp hz hU hV hVU (1 :: 0 :: word) (by simp only [List.length_cons]; omega) | |
| have hpoint := actual_flow_interior_sobolev hq hU hSU hY hrange hstart hode hM hq0 hq1 | |
| htl htr hsb hst hdt hds (orderedPartial_contDiffOn hz hU word) h0 hx hy hxy hp | |
| exact abs_bound_of_regionSobolevEnergy (flowInteriorRadius_pos M hdt hds) H.2 hpoint | |
| (hL.integral_sq hz hU hV hVU word (by omega)) | |
| (hL.integral_sq hz hU hV hVU (0 :: word) (by simp only [List.length_cons]; omega)) | |
| (hL.integral_sq hz hU hV hVU (1 :: word) (by simp only [List.length_cons]; omega)) | |
| (hL.integral_sq hz hU hV hVU (1 :: 0 :: word) (by simp only [List.length_cons]; omega)) | |
| end SmoothLocal.Flow | |
| end | |
| end OAI | |