Download lean/OAI/Analysis/Conductivity/Geometry/SplitJacobian.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
- Browser
- Download file 9.14 kB
-
https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Analysis/Conductivity/Geometry/SplitJacobian.lean
- Command line
-
hf download hf://datasets/roseking/openAI-math-dataset/lean/OAI/Analysis/Conductivity/Geometry/SplitJacobian.lean
-
curl -L -o SplitJacobian.lean https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Analysis/Conductivity/Geometry/SplitJacobian.lean
9.14 kB
| import Mathlib | |
| import OAI.Analysis.Conductivity.Variational.CompletedPotential | |
| import OAI.Analysis.Conductivity.Variational.SynchronizedChartWaves | |
| import OAI.Analysis.Conductivity.Variational.RepairPushedGraphStability | |
| namespace OAI | |
| noncomputable section | |
| open MeasureTheory | |
| open scoped ENNReal | |
| open Matrix Filter Topology | |
| open Set MeasureTheory Filter Topology | |
| open scoped BigOperators | |
| open Set MeasureTheory Filter Topology | |
| open scoped Manifold | |
| open Set Filter | |
| open scoped Topology | |
| open Set Filter MeasureTheory | |
| open scoped Topology Manifold ENNReal | |
| open Set | |
| namespace ScalarConductivity | |
| open Matrix Set Filter Topology MeasureTheory | |
| open scoped Matrix.Norms.Elementwise | |
| def splitJacobian (d : Coord3) (L : Coord3 →L[ℝ] ℝ) (c z : ℝ) : Mat3 := | |
| operatorMatrix (ContinuousLinearMap.id ℝ Coord3 + lineShiftGradientOperator d c (z • L)) | |
| lemma splitJacobian_continuous (d : Coord3) (L : Coord3 →L[ℝ] ℝ) (c : ℝ) : | |
| Continuous (splitJacobian d L c) := | |
| operatorMatrix_continuous.comp (continuous_const.add | |
| ((lineShiftGradientOperator d c).continuous.comp (continuous_id.smul continuous_const))) | |
| lemma matrix_two_pairing_symm (E F : Matrix (Fin 3) (Fin 2) ℝ) | |
| (h : (Eᵀ * F) 1 0 = (Eᵀ * F) 0 1) : (Eᵀ * F).IsSymm := by | |
| ext i j | |
| fin_cases i <;> fin_cases j <;> simp_all [Matrix.transpose_apply] | |
| theorem exists_local_two_field_split | |
| (μ : Measure Coord3) [μ.IsAddHaarMeasure] | |
| (u : Coord3 → Fin 2 → ℝ) (hu : ContDiff ℝ (↑(⊤ : ℕ∞)) u) | |
| (A : Coord3 → Symmetric3) {p : Coord3} (hA : ContinuousAt A p) | |
| (hD : Function.Surjective (fderiv ℝ u p)) | |
| (d : Coord3) (L : Coord3 →L[ℝ] ℝ) (hLd : L d = 1) | |
| (B : Mat3) (hB : B.IsSymm) (hBn : ∀ v, L (B *ᵥ v) = 0) | |
| {a b c m : ℝ} (ha : 0 ≤ a) (hb : 0 ≤ b) (ha1 : a ≤ 1) (hb1 : b ≤ 1) | |
| (hm : 0 < m) (hpath : ∀ z ∈ Icc (-a) b, m ≤ 1 + c * z) | |
| (C : ℝ → Symmetric3) (hC : ∀ z ∈ Icc (-a) b, ContinuousAt C z) | |
| (hdet : ∀ z ∈ Icc (-a) b, 0 < (splitJacobian d L c z).det) | |
| (hconstit : ∀ z ∈ Icc (-a) b, | |
| (C z).val = (splitJacobian d L c z).det⁻¹ • | |
| (splitJacobian d L c z * ((A p).val + z • B) * (splitJacobian d L c z)ᵀ)) | |
| {G : Set (ℝ × Symmetric3)} (hG : IsOpen G) | |
| (hCG : ∀ z ∈ Icc (-a) b, (z, C z) ∈ G) | |
| {U : Set Coord3} (hU : IsOpen U) (hpU : p ∈ U) : | |
| ∃ (X : OpenPartialHomeomorph Coord3 Coord3) (V : Set Coord3), | |
| IsOpen V ∧ p ∈ V ∧ V ⊆ U ∧ V ⊆ X.source ∧ | |
| ContDiff ℝ (↑(⊤ : ℕ∞)) X ∧ | |
| ContDiffOn ℝ (↑(⊤ : ℕ∞)) X.symm X.target ∧ | |
| ∃ M : ℝ, 0 < M ∧ | |
| ∀ H : SmoothScalar ℝ, Function.Periodic (smoothDirection 1 H).val 1 → | |
| (∫ t in (0 : ℝ)..1, (smoothDirection 1 H).val t = 0) → | |
| (∃ B : ℝ, ∀ t, |H.val t| ≤ B) → | |
| (∀ t, -a ≤ (smoothDirection 1 H).val t ∧ (smoothDirection 1 H).val t ≤ b) → | |
| ∀ χ : SmoothScalar Coord3, HasCompactSupport χ.val → tsupport χ.val ⊆ X '' V → | |
| (∀ x, 0 ≤ χ.val x ∧ χ.val x ≤ 1) → | |
| ∃ F : ℝ → Fin 2 → Coord3 → Coord3, | |
| (∀ k j, ContDiff ℝ (↑(⊤ : ℕ∞)) (F k j)) ∧ | |
| (∀ k j, HasCompactSupport (F k j) ∧ tsupport (F k j) ⊆ V ∧ | |
| tsupport (F k j) ⊆ X.symm '' tsupport χ.val) ∧ | |
| (∀ k j (ψ : Coord3 → ℝ), ContDiff ℝ (↑(⊤ : ℕ∞)) ψ → | |
| (∫ y, fderiv ℝ ψ y (F k j y) ∂μ) = 0) ∧ | |
| ∀ᶠ k : ℝ in atTop, ∃ Y : Coord3 ≃ Coord3, | |
| ContDiff ℝ (↑(⊤ : ℕ∞)) Y ∧ ContDiff ℝ (↑(⊤ : ℕ∞)) Y.symm ∧ | |
| (∀ x ∉ V, Y x = x) ∧ Y '' V = V ∧ | |
| (∀ x, Y x = x + (c * k⁻¹ * localPullback X χ.val x * | |
| H.val (k * L (X x))) • d) ∧ | |
| (∀ x, |(fderiv ℝ Y x).det| ≤ M) ∧ | |
| ∀ x ∈ V, | |
| let z := localPullback X χ.val x * (smoothDirection 1 H).val (k * L (X x)) | |
| let E := gradientColumns (fderiv ℝ u x) | |
| let Ft : Matrix (Fin 3) (Fin 2) ℝ := (A x).val * E + Matrix.of (fun i j => F k j x i) | |
| let J := operatorMatrix (fderiv ℝ Y x) | |
| let At := repairPushed (C z) J E Ft | |
| 0 < J.det ∧ LinearIndependent ℝ E.col ∧ (z, At) ∈ G ∧ | |
| At.val * gradientColumns (fderiv ℝ (u ∘ Y.symm) (Y x)) = pushFlux J Ft := by | |
| classical | |
| let D := fderiv ℝ u p | |
| let E₀ := gradientColumns D | |
| let E : Coord3 → Matrix (Fin 3) (Fin 2) ℝ := fun y => gradientColumns (fderiv ℝ u y) | |
| let F₀ := (A p).val * E₀ | |
| let Fe : Coord3 → Matrix (Fin 3) (Fin 2) ℝ := fun y => (A y).val * E y | |
| let J := splitJacobian d L c | |
| let Fb : ℝ → Matrix (Fin 3) (Fin 2) ℝ := fun z => ((A p).val + z • B) * E₀ | |
| have hEc : Continuous E := by | |
| apply continuous_pi; intro i | |
| apply continuous_pi; intro j | |
| exact (continuous_apply j).comp ((hu.continuous_fderiv (by simp)).clm_apply continuous_const) | |
| have hFc : ContinuousAt Fe p := matrix_mul_contAt (continuousAt_subtype_val.comp hA) hEc.continuousAt | |
| have hFbc : Continuous Fb := by | |
| apply continuous_iff_continuousAt.mpr | |
| intro z | |
| exact matrix_mul_contAt (continuousAt_const.add (continuousAt_id.smul continuousAt_const)) continuousAt_const | |
| have hrank : LinearIndependent ℝ E₀.col := gradientColumns_rank D hD | |
| have hexact : ∀ z ∈ Icc (-a) b, repairPushed (C z) (J z) E₀ (Fb z) = C z := by | |
| intro z hz | |
| exact repairPushed_exact (C z) (J z) ((A p).val + z • B) E₀ (hdet z hz).ne' (hconstit z hz) | |
| obtain ⟨O, _, hKO, ε, hε, heps⟩ := repairPushed_graph_stability isCompact_Icc | |
| C J (fun _ => E₀) Fb hC (fun _ _ => (splitJacobian_continuous d L c).continuousAt) | |
| (fun _ _ => continuousAt_const) (fun _ _ => hFbc.continuousAt) hdet (fun _ _ => hrank) hG | |
| (fun z hz => by rw [hexact z hz]; exact hCG z hz) | |
| have hnb : ∀ᶠ x in 𝓝 p, ‖E x - E₀‖ < ε/2 ∧ ‖Fe x - F₀‖ < ε/2 := by | |
| have he := hEc.continuousAt.eventually (Metric.ball_mem_nhds (E p) (half_pos hε)) | |
| have hf := hFc.eventually (Metric.ball_mem_nhds (Fe p) (half_pos hε)) | |
| simpa only [Metric.mem_ball, dist_eq_norm] using he.and hf | |
| obtain ⟨W, hWb, hWo, hpW⟩ := mem_nhds_iff.mp hnb | |
| obtain ⟨X, hpX, hXs, hX, hXi, hXu, hDX⟩ := exists_potential_chart hu p hD | |
| (hU.inter hWo) ⟨hpU, hpW⟩ | |
| have hpol := symmetric_wave_polarization D B hB L hBn | |
| obtain ⟨V, hV, hpV, hVs, hpert⟩ := exists_synchronized_chart_waves | |
| (by simp [Coord3]) μ X hX hXi D hD u (fun y _ => hXu y) | |
| hpX hDX d L hLd ha hb ha1 hb1 hm (by positivity : 0 < ε/2) | |
| hpath (B * E₀).col hpol.1 hpol.2 | |
| obtain ⟨M, hM, hMbd⟩ := synchronized_det_bound d c L (ε/2) | |
| refine ⟨X, V, hV, hpV, hVs.trans (fun _ hx => (hXs hx).1), hVs, hX, hXi, M, hM, ?_⟩ | |
| intro H hHp hHm hH hHr χ hχ hχV hχb | |
| obtain ⟨F, hF, hFs, hsym, hdiv, hlim⟩ := hpert H hHp hHm hH hHr χ hχ hχV hχb | |
| refine ⟨F, hF, hFs, hdiv, ?_⟩ | |
| filter_upwards [hlim] with k hk | |
| obtain ⟨Y, hY, hYi, hoff, himage, hform, hFerr, hJerr⟩ := hk | |
| refine ⟨Y, hY, hYi, hoff, himage, hform, ?_, ?_⟩ | |
| · intro x | |
| apply hMbd _ _ _ (hJerr x).le | |
| have hz := scalar_cutoff_segment ha hb (localPullback_bounds X χ.val hχb x) (hHr (k * L (X x))) | |
| exact abs_le.mpr ⟨by linarith only [hz.1, ha1], by linarith only [hz.2, hb1]⟩ | |
| intro x hx | |
| let z := localPullback X χ.val x * (smoothDirection 1 H).val (k * L (X x)) | |
| let Q : Matrix (Fin 3) (Fin 2) ℝ := fun i j => F k j x i | |
| let Jy := operatorMatrix (fderiv ℝ Y x) | |
| have hz : z ∈ Icc (-a) b := scalar_cutoff_segment ha hb | |
| (localPullback_bounds X χ.val hχb x) (hHr _) | |
| have hsmall := hWb (hXs (hVs hx)).2 | |
| have hdJ : ‖Jy - J z‖ < ε/2 := by | |
| change ‖operatorMatrix (fderiv ℝ Y x) - operatorMatrix _‖ < ε/2 | |
| rw [← operatorMatrix_sub] | |
| exact (operatorMatrix_norm_le _).trans_lt (hJerr x) | |
| have hdF : ‖Fe x + Q - Fb z‖ < ε := by | |
| have hq : ‖Q - z • (B * E₀)‖ < ε/2 := by | |
| apply columns_norm_lt _ (half_pos hε) | |
| intro j | |
| exact hFerr j x | |
| have heq : Fe x + Q - Fb z = (Fe x - F₀) + (Q - z • (B * E₀)) := by | |
| dsimp only [Fb, F₀] | |
| rw [Matrix.add_mul, Matrix.smul_mul] | |
| abel | |
| rw [heq] | |
| exact (norm_add_le _ _).trans_lt (by linarith only [hq, hsmall.2]) | |
| have hbound : ‖(Jy - J z, E x - E₀, Fe x + Q - Fb z)‖ < ε := by | |
| rw [Prod.norm_def, Prod.norm_def, max_lt_iff, max_lt_iff] | |
| exact ⟨hdJ.trans (by linarith), hsmall.1.trans (by linarith), hdF⟩ | |
| have hs := heps z (hKO hz) (Jy - J z) (E x - E₀) (Fe x + Q - Fb z) hbound | |
| simp only [add_sub_cancel] at hs | |
| refine ⟨hs.1, hs.2.1, hs.2.2, ?_⟩ | |
| rw [gradientColumns_recomposition Y (hY.differentiable (by simp)) | |
| (hYi.differentiable (by simp)) u (hu.differentiable (by simp))] | |
| apply repairPushed_mul _ _ _ _ hs.1.ne' hs.2.1 | |
| rw [Matrix.mul_add] | |
| apply (symmetric_gram_pairing (A x) (E x)).add | |
| apply matrix_two_pairing_symm | |
| rw [← gradientColumns_pairing, ← gradientColumns_pairing] | |
| exact hsym k x | |
| end ScalarConductivity | |
| end | |
| end OAI | |