import Mathlib import OAI.Analysis.BoxTransport.Geometry namespace OAI /-! Localized solenoidal moving fields and their unique global flows. -/ noncomputable section open scoped Topology open scoped BigOperators ContDiff namespace BoxTransport.Routing noncomputable def derivativeEntry (i j : Fin 3) : (SpaceTime →L[ℝ] Space) →L[ℝ] ℝ := (ContinuousLinearMap.proj j).comp ((ContinuousLinearMap.apply ℝ Space) (coordinateDirection (some i))) @[simp] theorem derivativeEntry_apply (i j : Fin 3) (L : SpaceTime →L[ℝ] Space) : derivativeEntry i j L = L (coordinateDirection (some i)) j := rfl noncomputable def curlLinear : (SpaceTime →L[ℝ] Space) →L[ℝ] Space := ContinuousLinearMap.pi ![derivativeEntry 1 2 - derivativeEntry 2 1, derivativeEntry 2 0 - derivativeEntry 0 2, derivativeEntry 0 1 - derivativeEntry 1 0] @[simp] theorem curlLinear_apply (L : SpaceTime →L[ℝ] Space) : curlLinear L = ![L (coordinateDirection (some 1)) 2 - L (coordinateDirection (some 2)) 1, L (coordinateDirection (some 2)) 0 - L (coordinateDirection (some 0)) 2, L (coordinateDirection (some 0)) 1 - L (coordinateDirection (some 1)) 0] := by ext j fin_cases j <;> rfl noncomputable def spatialCurl (A : Field) : Field := fun p => curlLinear (fderiv ℝ A p) theorem spatial_slice_fderiv {U : Field} (hU : Differentiable ℝ U) (t : ℝ) (x : Space) (v : Space) : fderiv ℝ (fun y => U (t, y)) x v = fderiv ℝ U (t, x) (0, v) := by have hs := (hasFDerivAt_const (𝕜 := ℝ) t x).prodMk (hasFDerivAt_id x) have hd := (hU (t, x)).hasFDerivAt.comp x hs exact congrArg (fun L : Space →L[ℝ] Space => L v) hd.fderiv theorem spatialDivergence_eq_full {U : Field} (hU : Differentiable ℝ U) (t : ℝ) (x : Space) : spatialDivergence U t x = ∑ j : Fin 3, (fderiv ℝ U (t, x) (coordinateDirection (some j))) j := by unfold spatialDivergence apply Finset.sum_congr rfl intro j hj rw [spatial_slice_fderiv hU] rfl theorem contDiff_spatialCurl {A : Field} (hA : ContDiff ℝ ∞ A) : ContDiff ℝ ∞ (spatialCurl A) := by exact curlLinear.contDiff.comp (hA.fderiv_right (by simp)) theorem hasCompactSupport_spatialCurl {A : Field} (hA : HasCompactSupport A) : HasCompactSupport (spatialCurl A) := (hA.fderiv ℝ).comp_left (map_zero curlLinear) theorem fderiv_spatialCurl {A : Field} (hA : ContDiff ℝ ∞ A) (p v : SpaceTime) : fderiv ℝ (spatialCurl A) p v = curlLinear (fderiv ℝ (fderiv ℝ A) p v) := by have hAd : ContDiff ℝ ∞ (fderiv ℝ A) := hA.fderiv_right (by simp) exact congrArg (fun L : SpaceTime →L[ℝ] Space => L v) ((curlLinear.hasFDerivAt.comp p ((hAd.differentiable (by simp) p).hasFDerivAt)).fderiv) theorem spatialDivergence_spatialCurl {A : Field} (hA : ContDiff ℝ ∞ A) (t : ℝ) (x : Space) : spatialDivergence (spatialCurl A) t x = 0 := by rw [spatialDivergence_eq_full ((contDiff_spatialCurl hA).differentiable (by simp))] simp only [Fin.sum_univ_three, fderiv_spatialCurl hA, curlLinear_apply, Matrix.cons_val_zero, Matrix.cons_val_one, Matrix.cons_val_two, Matrix.head_cons, Matrix.tail_cons] have hsym := hA.contDiffAt.isSymmSndFDerivAt (x := (t, x)) (by simp) have h01 := congrArg (fun z : Space => z 2) (hsym.eq (coordinateDirection (some 0)) (coordinateDirection (some 1))) have h02 := congrArg (fun z : Space => z 1) (hsym.eq (coordinateDirection (some 0)) (coordinateDirection (some 2))) have h12 := congrArg (fun z : Space => z 0) (hsym.eq (coordinateDirection (some 1)) (coordinateDirection (some 2))) linarith theorem spatialCurl_congr_of_eventuallyEq {A B : Field} {p : SpaceTime} (h : A =ᶠ[nhds p] B) : spatialCurl A p = spatialCurl B p := by unfold spatialCurl rw [h.fderiv_eq] theorem spatialCurl_zero_on_slice {A : Field} (hA : Differentiable ℝ A) {t : ℝ} (ht : ∀ x : Space, A (t, x) = 0) (x : Space) : spatialCurl A (t, x) = 0 := by have hslice : (fun y => A (t, y)) = fun _ => 0 := funext ht have hz (j : Fin 3) : fderiv ℝ A (t, x) (coordinateDirection (some j)) = 0 := by change fderiv ℝ A (t, x) (0, coordinateVector j) = 0 rw [← spatial_slice_fderiv hA t x (coordinateVector j), hslice] simp simp [spatialCurl, hz] theorem curl_field_properties {A : Field} (hA : ContDiff ℝ ∞ A) (hcompact : HasCompactSupport A) (htime : ∀ (t : ℝ) (x : Space), t ∉ Set.Icc (1 / 4 : ℝ) (3 / 4 : ℝ) → A (t, x) = 0) : ContDiff ℝ ∞ (spatialCurl A) ∧ HasCompactSupport (spatialCurl A) ∧ (∀ t x, spatialDivergence (spatialCurl A) t x = 0) ∧ (∀ (t : ℝ) (x : Space), t ∉ Set.Icc (1 / 4 : ℝ) (3 / 4 : ℝ) → spatialCurl A (t, x) = 0) := by refine ⟨contDiff_spatialCurl hA, hasCompactSupport_spatialCurl hcompact, spatialDivergence_spatialCurl hA, ?_⟩ intro t x ht exact spatialCurl_zero_on_slice (hA.differentiable (by simp)) (fun y => htime t y ht) x noncomputable def potentialComponent (c v l : Space) (i j : Fin 3) (p : SpaceTime) : ℝ := (1 / 2 : ℝ) * (v i * (p.2 j - c j) - v j * (p.2 i - c i)) + ((1 / 3 : ℝ) * (l i - l j)) * ((p.2 i - c i) * (p.2 j - c j)) noncomputable def affinePotential (c v l : Space) : Field := fun p => ![potentialComponent c v l 1 2 p, potentialComponent c v l 2 0 p, potentialComponent c v l 0 1 p] open scoped Matrix in theorem affinePotential_eq_cross (c v l : Space) (p : SpaceTime) : affinePotential c v l p = (1 / 2 : ℝ) • (v ⨯₃ (p.2 - c)) + (1 / 3 : ℝ) • ((fun j => l j * (p.2 j - c j)) ⨯₃ (p.2 - c)) := by ext j fin_cases j <;> simp [affinePotential, potentialComponent, cross_apply] <;> ring theorem contDiff_affinePotential (c v l : Space) : ContDiff ℝ ∞ (affinePotential c v l) := by apply contDiff_pi.mpr intro j fin_cases j <;> dsimp [affinePotential, potentialComponent] <;> fun_prop theorem fderiv_potentialComponent (c v l : Space) (i j : Fin 3) (p w : SpaceTime) : fderiv ℝ (potentialComponent c v l i j) p w = (1 / 2 : ℝ) * (v i * w.2 j - v j * w.2 i) + ((1 / 3 : ℝ) * (l i - l j)) * ((p.2 i - c i) * w.2 j + (p.2 j - c j) * w.2 i) := by let π (j : Fin 3) : SpaceTime →L[ℝ] ℝ := (ContinuousLinearMap.proj j).comp (ContinuousLinearMap.snd ℝ ℝ Space) have hy (j : Fin 3) : HasFDerivAt (fun p : SpaceTime => p.2 j - c j) (π j) p := by exact ((π j).hasFDerivAt).sub_const (c j) have hd := ((((hy j).const_mul (v i)).sub ((hy i).const_mul (v j))).const_mul (1 / 2 : ℝ)).add (((hy i).mul (hy j)).const_mul ((1 / 3 : ℝ) * (l i - l j))) have hd' : HasFDerivAt (potentialComponent c v l i j) _ p := hd have he := congrArg (fun L : SpaceTime →L[ℝ] ℝ => L w) hd'.fderiv simpa [π, mul_add] using he theorem fderiv_affinePotential (c v l : Space) (p w : SpaceTime) : fderiv ℝ (affinePotential c v l) p w = ![fderiv ℝ (potentialComponent c v l 1 2) p w, fderiv ℝ (potentialComponent c v l 2 0) p w, fderiv ℝ (potentialComponent c v l 0 1) p w] := by have hA := (contDiff_affinePotential c v l).differentiable (by simp) have hcoord (i : Fin 3) : fderiv ℝ (affinePotential c v l) p w i = fderiv ℝ (fun q => affinePotential c v l q i) p w := by rw [fderiv_apply (hA p)] rfl ext j fin_cases j · exact hcoord 0 · exact hcoord 1 · exact hcoord 2 theorem spatialCurl_affinePotential (c v l : Space) (htrace : ∑ j : Fin 3, l j = 0) (p : SpaceTime) : spatialCurl (affinePotential c v l) p = fun j => v j + l j * (p.2 j - c j) := by simp only [Fin.sum_univ_three] at htrace have hl2 : l 2 = -l 0 - l 1 := by linarith unfold spatialCurl rw [curlLinear_apply] simp only [fderiv_affinePotential, fderiv_potentialComponent] ext j fin_cases j <;> dsimp [Matrix.cons_val] <;> simp [coordinateDirection, coordinateVector, hl2] <;> ring theorem spatialCurl_cutoff_plateau (c v l : Space) (htrace : ∑ j : Fin 3, l j = 0) (χ : SpaceTime → ℝ) (p : SpaceTime) (hχ : χ =ᶠ[nhds p] fun _ => 1) : spatialCurl (fun q => χ q • affinePotential c v l q) p = fun j => v j + l j * (p.2 j - c j) := by rw [← spatialCurl_affinePotential c v l htrace p] apply spatialCurl_congr_of_eventuallyEq filter_upwards [hχ] with q hq simp [hq] theorem spatialCurl_congr_on_slice {A B : Field} (hA : Differentiable ℝ A) (hB : Differentiable ℝ B) {t : ℝ} (hslice : ∀ x : Space, A (t, x) = B (t, x)) (x : Space) : spatialCurl A (t, x) = spatialCurl B (t, x) := by have he (j : Fin 3) : fderiv ℝ A (t, x) (coordinateDirection (some j)) = fderiv ℝ B (t, x) (coordinateDirection (some j)) := by change fderiv ℝ A (t, x) (0, coordinateVector j) = fderiv ℝ B (t, x) (0, coordinateVector j) rw [← spatial_slice_fderiv hA, ← spatial_slice_fderiv hB, funext hslice] simp only [spatialCurl, curlLinear_apply, he] noncomputable def movingAffinePotential (c v l : ℝ → Space) : Field := fun p => affinePotential (c p.1) (v p.1) (l p.1) p theorem contDiff_movingAffinePotential {c v l : ℝ → Space} (hc : ContDiff ℝ ∞ c) (hv : ContDiff ℝ ∞ v) (hl : ContDiff ℝ ∞ l) : ContDiff ℝ ∞ (movingAffinePotential c v l) := by apply contDiff_pi.mpr intro j fin_cases j <;> dsimp [movingAffinePotential, affinePotential, potentialComponent] <;> fun_prop theorem spatialCurl_movingAffinePotential {c v l : ℝ → Space} (hc : ContDiff ℝ ∞ c) (hv : ContDiff ℝ ∞ v) (hl : ContDiff ℝ ∞ l) (htrace : ∀ t, ∑ j : Fin 3, l t j = 0) (t : ℝ) (x : Space) : spatialCurl (movingAffinePotential c v l) (t, x) = fun j => v t j + l t j * (x j - c t j) := by rw [spatialCurl_congr_on_slice ((contDiff_movingAffinePotential hc hv hl).differentiable (by simp)) ((contDiff_affinePotential (c t) (v t) (l t)).differentiable (by simp)) (fun _ => rfl), spatialCurl_affinePotential _ _ _ (htrace t)] noncomputable def movingBoxCutoff (c r : ℝ → Space) (η : ℝ) (p : SpaceTime) : ℝ := ∏ j : Fin 3, Real.smoothTransition ((r p.1 j + 2 * η + (p.2 j - c p.1 j)) / η) * Real.smoothTransition ((r p.1 j + 2 * η - (p.2 j - c p.1 j)) / η) theorem contDiff_movingBoxCutoff {c r : ℝ → Space} (η : ℝ) (hc : ContDiff ℝ ∞ c) (hr : ContDiff ℝ ∞ r) : ContDiff ℝ ∞ (movingBoxCutoff c r η) := by unfold movingBoxCutoff apply contDiff_prod intro j hj apply ContDiff.mul <;> apply Real.smoothTransition.contDiff.comp <;> fun_prop theorem movingBoxCutoff_one {c r : ℝ → Space} {η : ℝ} (hη : 0 < η) {p : SpaceTime} (hp : p.2 ∈ realBox (c p.1) (fun j => r p.1 j + η)) : movingBoxCutoff c r η p = 1 := by apply Finset.prod_eq_one intro j hj have hleft : 1 ≤ (r p.1 j + 2 * η + (p.2 j - c p.1 j)) / η := by apply (le_div_iff₀ hη).mpr have := (abs_le.mp (hp j)).1 linarith have hright : 1 ≤ (r p.1 j + 2 * η - (p.2 j - c p.1 j)) / η := by apply (le_div_iff₀ hη).mpr have := (abs_le.mp (hp j)).2 linarith rw [Real.smoothTransition.one_of_one_le hleft, Real.smoothTransition.one_of_one_le hright, mul_one] theorem movingBoxCutoff_zero {c r : ℝ → Space} {η : ℝ} (hη : 0 < η) {p : SpaceTime} (hp : p.2 ∉ openBox (c p.1) (r p.1) (2 * η)) : movingBoxCutoff c r η p = 0 := by classical simp only [openBox, Set.mem_ofPred_eq, not_forall, not_lt] at hp obtain ⟨j, hj⟩ := hp apply Finset.prod_eq_zero (Finset.mem_univ j) rcases le_or_gt (p.2 j - c p.1 j) 0 with hleft | hright · rw [abs_of_nonpos hleft] at hj have hz : Real.smoothTransition ((r p.1 j + 2 * η + (p.2 j - c p.1 j)) / η) = 0 := by apply Real.smoothTransition.zero_of_nonpos apply div_nonpos_of_nonpos_of_nonneg (by linarith) hη.le rw [hz, zero_mul] · rw [abs_of_pos hright] at hj have hz : Real.smoothTransition ((r p.1 j + 2 * η - (p.2 j - c p.1 j)) / η) = 0 := by apply Real.smoothTransition.zero_of_nonpos apply div_nonpos_of_nonpos_of_nonneg (by linarith) hη.le rw [hz, mul_zero] def movingPlateau (c r : ℝ → Space) (η : ℝ) : Set SpaceTime := {p | p.2 ∈ openBox (c p.1) (r p.1) η} theorem isOpen_movingPlateau {c r : ℝ → Space} (η : ℝ) (hc : Continuous c) (hr : Continuous r) : IsOpen (movingPlateau c r η) := by change IsOpen {p : SpaceTime | ∀ j, |p.2 j - c p.1 j| < r p.1 j + η} simp only [Set.ofPred_forall] apply isOpen_iInter_of_finite intro j apply isOpen_lt <;> fun_prop theorem movingBoxCutoff_eventually_one {c r : ℝ → Space} {η : ℝ} (hη : 0 < η) (hc : Continuous c) (hr : Continuous r) {p : SpaceTime} (hp : p ∈ movingPlateau c r η) : movingBoxCutoff c r η =ᶠ[nhds p] fun _ => 1 := by filter_upwards [(isOpen_movingPlateau η hc hr).mem_nhds hp] with q hq apply movingBoxCutoff_one hη intro j exact le_of_lt (hq j) theorem spatialCurl_localized_movingAffinePotential {c v l r : ℝ → Space} {η : ℝ} (hc : ContDiff ℝ ∞ c) (hv : ContDiff ℝ ∞ v) (hl : ContDiff ℝ ∞ l) (hr : ContDiff ℝ ∞ r) (hη : 0 < η) (htrace : ∀ t, ∑ j : Fin 3, l t j = 0) {p : SpaceTime} (hp : p ∈ movingPlateau c r η) : spatialCurl (fun q => movingBoxCutoff c r η q • movingAffinePotential c v l q) p = fun j => v p.1 j + l p.1 j * (p.2 j - c p.1 j) := by rw [← spatialCurl_movingAffinePotential hc hv hl htrace p.1 p.2] apply spatialCurl_congr_of_eventuallyEq filter_upwards [movingBoxCutoff_eventually_one hη hc.continuous hr.continuous hp] with q hq rw [hq, one_smul] noncomputable def localizedPotential (c v l r : ℝ → Space) (η : ℝ) : Field := fun p => movingBoxCutoff c r η p • movingAffinePotential c v l p theorem contDiff_localizedPotential {c v l r : ℝ → Space} (η : ℝ) (hc : ContDiff ℝ ∞ c) (hv : ContDiff ℝ ∞ v) (hl : ContDiff ℝ ∞ l) (hr : ContDiff ℝ ∞ r) : ContDiff ℝ ∞ (localizedPotential c v l r η) := (contDiff_movingBoxCutoff η hc hr).smul (contDiff_movingAffinePotential hc hv hl) theorem movingAffinePotential_zero {c v l : ℝ → Space} {t : ℝ} (hv : v t = 0) (hl : l t = 0) (x : Space) : movingAffinePotential c v l (t, x) = 0 := by ext j fin_cases j <;> simp [movingAffinePotential, affinePotential, potentialComponent, hv, hl] theorem hasCompactSupport_localizedPotential {c v l r : ℝ → Space} {η t₀ t₁ R : ℝ} (hη : 0 < η) (hR : 0 ≤ R) (hbound : ∀ t ∈ Set.Icc t₀ t₁, ∀ j, |c t j| + r t j + 2 * η ≤ R) (htime : ∀ t ∉ Set.Icc t₀ t₁, v t = 0 ∧ l t = 0) : HasCompactSupport (localizedPotential c v l r η) := by apply HasCompactSupport.of_support_subset_isCompact (isCompact_Icc.prod (isCompact_closedBall (0 : Space) R)) intro p hp have htimep : p.1 ∈ Set.Icc t₀ t₁ := by by_contra hn have hz := movingAffinePotential_zero (c := c) (htime p.1 hn).1 (htime p.1 hn).2 p.2 exact hp (by dsimp [localizedPotential]; rw [hz, smul_zero]) have hbox : p.2 ∈ openBox (c p.1) (r p.1) (2 * η) := by by_contra hn have hz := movingBoxCutoff_zero (c := c) (r := r) hη hn exact hp (by dsimp [localizedPotential]; rw [hz, zero_smul]) refine ⟨htimep, ?_⟩ rw [Metric.mem_closedBall, dist_zero_right, pi_norm_le_iff_of_nonneg hR] intro j rw [Real.norm_eq_abs] calc |p.2 j| = |(p.2 j - c p.1 j) + c p.1 j| := by congr 1; ring _ ≤ |p.2 j - c p.1 j| + |c p.1 j| := abs_add_le _ _ _ ≤ R := by have := hbox j; have := hbound p.1 htimep j; linarith noncomputable def familyPotential {n : ℕ} (c v l r : Fin n → ℝ → Space) (η : ℝ) : Field := fun p => ∑ i, localizedPotential (c i) (v i) (l i) (r i) η p theorem contDiff_familyPotential {n : ℕ} {c v l r : Fin n → ℝ → Space} (η : ℝ) (hc : ∀ i, ContDiff ℝ ∞ (c i)) (hv : ∀ i, ContDiff ℝ ∞ (v i)) (hl : ∀ i, ContDiff ℝ ∞ (l i)) (hr : ∀ i, ContDiff ℝ ∞ (r i)) : ContDiff ℝ ∞ (familyPotential c v l r η) := ContDiff.sum (fun i _ => contDiff_localizedPotential η (hc i) (hv i) (hl i) (hr i)) theorem hasCompactSupport_familyPotential {n : ℕ} {c v l r : Fin n → ℝ → Space} {η t₀ t₁ R : ℝ} (hη : 0 < η) (hR : 0 ≤ R) (hbound : ∀ i t, t ∈ Set.Icc t₀ t₁ → ∀ j, |c i t j| + r i t j + 2 * η ≤ R) (htime : ∀ i t, t ∉ Set.Icc t₀ t₁ → v i t = 0 ∧ l i t = 0) : HasCompactSupport (familyPotential c v l r η) := by have hi (i : Fin n) : HasCompactSupport (localizedPotential (c i) (v i) (l i) (r i) η) := hasCompactSupport_localizedPotential hη hR (hbound i) (htime i) have hs := HasCompactSupport.finset_sum (s := (Finset.univ : Finset (Fin n))) (fun i _ => hi i) have he : familyPotential c v l r η = ∑ i : Fin n, localizedPotential (c i) (v i) (l i) (r i) η := by funext p exact (Finset.sum_apply p Finset.univ _).symm rw [he] exact hs theorem familyPotential_zero {n : ℕ} {c v l r : Fin n → ℝ → Space} (η : ℝ) {t : ℝ} (hv : ∀ i, v i t = 0) (hl : ∀ i, l i t = 0) (x : Space) : familyPotential c v l r η (t, x) = 0 := by apply Finset.sum_eq_zero intro i hi change movingBoxCutoff (c i) (r i) η (t, x) • movingAffinePotential (c i) (v i) (l i) (t, x) = 0 rw [movingAffinePotential_zero (hv i) (hl i), smul_zero] theorem familyPotential_eq_on_plateau {n : ℕ} {c v l r : Fin n → ℝ → Space} {η : ℝ} (hη : 0 < η) (hdis : ∀ t, Pairwise fun i j => Disjoint (realBox (c i t) (fun k => r i t k + 2 * η)) (realBox (c j t) (fun k => r j t k + 2 * η))) (i : Fin n) {p : SpaceTime} (hp : p ∈ movingPlateau (c i) (r i) η) : familyPotential c v l r η p = movingAffinePotential (c i) (v i) (l i) p := by have hx : p.2 ∈ realBox (c i p.1) (fun k => r i p.1 k + 2 * η) := by intro k have := hp k linarith rw [familyPotential, Finset.sum_eq_single i] · unfold localizedPotential rw [movingBoxCutoff_one hη (fun k => (hp k).le), one_smul] · intro j hj hji have hnot : p.2 ∉ openBox (c j p.1) (r j p.1) (2 * η) := by intro hy exact Set.disjoint_left.mp (hdis p.1 (Ne.symm hji)) hx (fun k => (hy k).le) unfold localizedPotential rw [movingBoxCutoff_zero hη hnot, zero_smul] · simp theorem spatialCurl_familyPotential_on_plateau {n : ℕ} {c v l r : Fin n → ℝ → Space} {η : ℝ} (hη : 0 < η) (hc : ∀ i, ContDiff ℝ ∞ (c i)) (hv : ∀ i, ContDiff ℝ ∞ (v i)) (hl : ∀ i, ContDiff ℝ ∞ (l i)) (hr : ∀ i, ContDiff ℝ ∞ (r i)) (htrace : ∀ i t, ∑ k : Fin 3, l i t k = 0) (hdis : ∀ t, Pairwise fun i j => Disjoint (realBox (c i t) (fun k => r i t k + 2 * η)) (realBox (c j t) (fun k => r j t k + 2 * η))) (i : Fin n) {p : SpaceTime} (hp : p ∈ movingPlateau (c i) (r i) η) : spatialCurl (familyPotential c v l r η) p = fun k => v i p.1 k + l i p.1 k * (p.2 k - c i p.1 k) := by rw [← spatialCurl_movingAffinePotential (hc i) (hv i) (hl i) (htrace i) p.1 p.2] apply spatialCurl_congr_of_eventuallyEq filter_upwards [(isOpen_movingPlateau η (hc i).continuous (hr i).continuous).mem_nhds hp] with q hq exact familyPotential_eq_on_plateau hη hdis i hq theorem localized_separated_motion {n : ℕ} {c v l r : Fin n → ℝ → Space} {η R : ℝ} (hη : 0 < η) (hR : 0 ≤ R) (hc : ∀ i, ContDiff ℝ ∞ (c i)) (hv : ∀ i, ContDiff ℝ ∞ (v i)) (hl : ∀ i, ContDiff ℝ ∞ (l i)) (hr : ∀ i, ContDiff ℝ ∞ (r i)) (htrace : ∀ i t, ∑ k : Fin 3, l i t k = 0) (hdis : ∀ t, Pairwise fun i j => Disjoint (realBox (c i t) (fun k => r i t k + 2 * η)) (realBox (c j t) (fun k => r j t k + 2 * η))) (hbound : ∀ i t, t ∈ Set.Icc (1 / 4 : ℝ) (3 / 4 : ℝ) → ∀ j, |c i t j| + r i t j + 2 * η ≤ R) (htime : ∀ i t, t ∉ Set.Icc (1 / 4 : ℝ) (3 / 4 : ℝ) → v i t = 0 ∧ l i t = 0) : ∃ U : Field, ContDiff ℝ ∞ U ∧ HasCompactSupport U ∧ (∀ t x, spatialDivergence U t x = 0) ∧ (∀ (t : ℝ) x, t ∉ Set.Icc (1 / 4 : ℝ) (3 / 4 : ℝ) → U (t, x) = 0) ∧ (∀ i (p : SpaceTime), p ∈ movingPlateau (c i) (r i) η → U p = fun k => v i p.1 k + l i p.1 k * (p.2 k - c i p.1 k)) := by refine ⟨spatialCurl (familyPotential c v l r η), ?_⟩ have hA := contDiff_familyPotential η hc hv hl hr have hcompact := hasCompactSupport_familyPotential hη hR hbound htime have htimeA : ∀ (t : ℝ) (x : Space), t ∉ Set.Icc (1 / 4 : ℝ) (3 / 4 : ℝ) → familyPotential c v l r η (t, x) = 0 := by intro t x ht exact familyPotential_zero η (fun i => (htime i t ht).1) (fun i => (htime i t ht).2) x obtain ⟨hsm, hcp, hdiv, htm⟩ := curl_field_properties hA hcompact htimeA exact ⟨hsm, hcp, hdiv, htm, fun i _ hp => spatialCurl_familyPotential_on_plateau hη hc hv hl hr htrace hdis i hp⟩ theorem smooth_compact_bounds {U : Field} (hU : ContDiff ℝ ∞ U) (hs : HasCompactSupport U) : ∃ M K : NNReal, (∀ p, ‖U p‖ ≤ M) ∧ LipschitzWith K U := by obtain ⟨M, hM, hMb⟩ := (hs.isCompact_range hU.continuous).isBounded.exists_pos_norm_le obtain ⟨K, hK, hKb⟩ := ((hs.fderiv ℝ).isCompact_range (hU.continuous_fderiv (by simp))).isBounded.exists_pos_norm_le refine ⟨⟨M, hM.le⟩, ⟨K, hK.le⟩, (fun p => hMb _ ⟨p, rfl⟩), ?_⟩ apply lipschitzWith_of_nnnorm_fderiv_le (hU.differentiable (by simp)) intro p exact hKb _ ⟨p, rfl⟩ theorem globalFlow_of_bounded_lipschitz {U : Field} {M K : NNReal} (hcont : Continuous U) (hbound : ∀ p, ‖U p‖ ≤ M) (hlip : ∀ t, LipschitzWith K (fun x => U (t, x))) : ∃ Φ, IsGlobalFlow U Φ := by have localSolution (x : Space) (r : ℝ) (hr : 0 < r) : ∃ α : ℝ → Space, α 0 = x ∧ ∀ t ∈ Set.Ioo (-r) r, HasDerivAt α (U (t, α t)) t := by let t₀ : Set.Icc (-r) r := ⟨0, by constructor <;> linarith⟩ let a : NNReal := M * ⟨r, hr.le⟩ have hpl : IsPicardLindelof (fun t x => U (t, x)) t₀ x a 0 M K := by constructor · intro t ht exact (hlip t).lipschitzOnWith · intro y hy exact (hcont.comp (continuous_id.prodMk continuous_const)).continuousOn · intro t ht y hy exact hbound (t, y) · change (M : ℝ) * max (r - 0) (0 - (-r)) ≤ (M : ℝ) * r - 0 simp obtain ⟨α, hα0, hα⟩ := hpl.exists_eq_forall_mem_Icc_hasDerivWithinAt₀ exact ⟨α, hα0, fun t ht => (hα t ⟨ht.1.le, ht.2.le⟩).hasDerivAt (Icc_mem_nhds ht.1 ht.2)⟩ have trajectories (x : Space) : ∃ γ : ℝ → Space, γ 0 = x ∧ ∀ t, HasDerivAt γ (U (t, γ t)) t := by let Radius := {r : ℝ // 0 < r} have hlocal (r : Radius) := localSolution x r.1 r.2 choose α hα0 hα using hlocal have compatibility (r s : Radius) (t : ℝ) (htr : t ∈ Set.Ioo (-r.1) r.1) (hts : t ∈ Set.Ioo (-s.1) s.1) : α r t = α s t := by have hm : 0 < min r.1 s.1 := lt_min r.2 s.2 have he : Set.EqOn (α r) (α s) (Set.Ioo (-min r.1 s.1) (min r.1 s.1)) := by apply ODE_solution_unique_of_mem_Ioo (v := fun t x => U (t, x)) (s := fun _ => Set.univ) (K := K) (t₀ := 0) · intro t ht exact (hlip t).lipschitzOnWith · exact ⟨neg_neg_of_pos hm, hm⟩ · intro t ht exact ⟨hα r t ⟨lt_of_le_of_lt (neg_le_neg (min_le_left _ _)) ht.1, lt_of_lt_of_le ht.2 (min_le_left _ _)⟩, Set.mem_univ _⟩ · intro t ht exact ⟨hα s t ⟨lt_of_le_of_lt (neg_le_neg (min_le_right _ _)) ht.1, lt_of_lt_of_le ht.2 (min_le_right _ _)⟩, Set.mem_univ _⟩ · rw [hα0, hα0] apply he constructor · rw [← max_neg_neg] exact max_lt htr.1 hts.1 · exact lt_min htr.2 hts.2 let ρ : ℝ → Radius := fun t => ⟨|t| + 1, by positivity⟩ have hin (t : ℝ) : t ∈ Set.Ioo (-(ρ t).1) (ρ t).1 := by have hp := le_abs_self t have hn := neg_abs_le t change -(|t| + 1) < t ∧ t < |t| + 1 constructor <;> linarith let γ : ℝ → Space := fun t => α (ρ t) t have heq (r : Radius) (t : ℝ) (ht : t ∈ Set.Ioo (-r.1) r.1) : γ t = α r t := compatibility (ρ t) r t (hin t) ht refine ⟨γ, hα0 (ρ 0), ?_⟩ intro t have hev : γ =ᶠ[nhds t] α (ρ t) := by filter_upwards [isOpen_Ioo.mem_nhds (hin t)] with s hs exact heq (ρ t) s hs exact (hα (ρ t) t (hin t)).congr_of_eventuallyEq hev choose γ hγ0 hγ using trajectories refine ⟨fun t x => γ x t, (fun x => hγ0 x), (fun t x => hγ x t), ?_⟩ intro x ν hν0 hν t have he : ν = γ x := ODE_solution_unique_univ (v := fun t x => U (t, x)) (s := fun _ => Set.univ) (K := K) (t₀ := 0) (fun t => (hlip t).lipschitzOnWith) (fun t => ⟨hν t, Set.mem_univ _⟩) (fun t => ⟨hγ x t, Set.mem_univ _⟩) (hν0.trans (hγ0 x).symm) exact congrFun he t theorem smooth_compact_globalFlow {U : Field} (hU : ContDiff ℝ ∞ U) (hs : HasCompactSupport U) : ∃ Φ, IsGlobalFlow U Φ := by obtain ⟨M, K, hb, hl⟩ := smooth_compact_bounds hU hs apply globalFlow_of_bounded_lipschitz hU.continuous hb intro t simpa only [mul_one, Function.comp_def] using hl.comp (LipschitzWith.prodMk_left t) theorem trace_zero_of_determinant_one {d : ℝ → Space} {l : Space} {t : ℝ} (hd : ∀ j, HasDerivAt (fun s => d s j) (l j * d t j) t) (hdet : ∀ s, ∏ j : Fin 3, d s j = 1) : ∑ j : Fin 3, l j = 0 := by have he : (fun s => d s 0 * d s 1 * d s 2) = fun _ => (1 : ℝ) := by funext s simpa only [Fin.prod_univ_three] using hdet s have hp := ((hd 0).mul (hd 1)).mul (hd 2) change HasDerivAt (fun s => d s 0 * d s 1 * d s 2) _ t at hp rw [he] at hp have hz := hp.unique (hasDerivAt_const t (1 : ℝ)) dsimp only [Pi.mul_apply] at hz have ht : d t 0 * d t 1 * d t 2 = 1 := by simpa only [Fin.prod_univ_three] using hdet t rw [Fin.sum_univ_three] calc l 0 + l 1 + l 2 = (l 0 + l 1 + l 2) * (d t 0 * d t 1 * d t 2) := by rw [ht, mul_one] _ = 0 := by nlinarith only [hz] def affineTrajectory (c d : ℝ → Space) (a x : Space) (t : ℝ) : Space := fun j => c t j + d t j * (x j - a j) theorem affineTrajectory_initial {c d : ℝ → Space} {a : Space} (hc : c 0 = a) (hd : d 0 = 1) (x : Space) : affineTrajectory c d a x 0 = x := by ext j simp [affineTrajectory, hc, hd] theorem hasDerivAt_affineTrajectory {c d : ℝ → Space} {v l : Space} {t : ℝ} (hc : HasDerivAt c v t) (hd : ∀ j, HasDerivAt (fun s => d s j) (l j * d t j) t) (a x : Space) : HasDerivAt (affineTrajectory c d a x) (fun j => v j + l j * (affineTrajectory c d a x t j - c t j)) t := by apply hasDerivAt_pi.mpr intro j simpa only [affineTrajectory, add_sub_cancel_left, mul_assoc] using (hasDerivAt_pi.mp hc j).fun_add ((hd j).mul_const (x j - a j)) theorem affineTrajectory_in_plateau {c d : ℝ → Space} (a h : Space) {η M : ℝ} (hη : 0 < η) (hM : 0 < M) (hd : ∀ t j, 0 < d t j) (hdM : ∀ t j, d t j ≤ M) {x : Space} (hx : x ∈ openBox a h (η / (2 * M))) (t : ℝ) : (t, affineTrajectory c d a x t) ∈ movingPlateau c (fun s j => d s j * h j) η := by have hδ : 0 < η / (2 * M) := div_pos hη (by positivity) have hmδ : M * (η / (2 * M)) = η / 2 := by field_simp have hp := affine_openBox_control a (c t) h (d t) hδ.le (hd t) (hdM t) hx rw [hmδ] at hp intro j exact (hp j).trans (by linarith) theorem realizes_supplied_separated_motion {n : ℕ} (a h : Fin n → Space) {c v l d : Fin n → ℝ → Space} {η M R : ℝ} (hη : 0 < η) (hM : 0 < M) (hR : 0 ≤ R) (hc : ∀ i, ContDiff ℝ ∞ (c i)) (hv : ∀ i, ContDiff ℝ ∞ (v i)) (hl : ∀ i, ContDiff ℝ ∞ (l i)) (hd : ∀ i, ContDiff ℝ ∞ (d i)) (hc0 : ∀ i, c i 0 = a i) (hd0 : ∀ i, d i 0 = 1) (hcv : ∀ i t, HasDerivAt (c i) (v i t) t) (hdl : ∀ i t j, HasDerivAt (fun s => d i s j) (l i t j * d i t j) t) (hdet : ∀ i t, ∏ j : Fin 3, d i t j = 1) (hdpos : ∀ i t j, 0 < d i t j) (hdM : ∀ i t j, d i t j ≤ M) (hdis : ∀ t, Pairwise fun i j => Disjoint (realBox (c i t) (fun k => d i t k * h i k + 2 * η)) (realBox (c j t) (fun k => d j t k * h j k + 2 * η))) (hbound : ∀ i t, t ∈ Set.Icc (1 / 4 : ℝ) (3 / 4 : ℝ) → ∀ j, |c i t j| + d i t j * h i j + 2 * η ≤ R) (htime : ∀ i t, t ∉ Set.Icc (1 / 4 : ℝ) (3 / 4 : ℝ) → v i t = 0 ∧ l i t = 0) : ∃ (U : Field) (Φ : ℝ → Space → Space), ContDiff ℝ ∞ U ∧ HasCompactSupport U ∧ (∀ t x, spatialDivergence U t x = 0) ∧ (∀ (t : ℝ) x, t ∉ Set.Icc (1 / 4 : ℝ) (3 / 4 : ℝ) → U (t, x) = 0) ∧ IsGlobalFlow U Φ ∧ (∀ i, ∃ O : Set Space, IsOpen O ∧ realBox (a i) (h i) ⊆ O ∧ ∀ x ∈ O, ∀ t, Φ t x = affineTrajectory (c i) (d i) (a i) x t) := by let r : Fin n → ℝ → Space := fun i t j => d i t j * h i j have hr (i : Fin n) : ContDiff ℝ ∞ (r i) := by apply contDiff_pi.mpr intro j exact (contDiff_pi.mp (hd i) j).mul contDiff_const have htrace (i : Fin n) (t : ℝ) : ∑ j : Fin 3, l i t j = 0 := trace_zero_of_determinant_one (hdl i t) (hdet i) obtain ⟨U, hUsm, hUcp, hUdiv, hUt, hUplat⟩ := localized_separated_motion hη hR hc hv hl hr htrace hdis hbound htime obtain ⟨Φ, hΦ⟩ := smooth_compact_globalFlow hUsm hUcp refine ⟨U, Φ, hUsm, hUcp, hUdiv, hUt, hΦ, ?_⟩ intro i have hδ : 0 < η / (2 * M) := div_pos hη (by positivity) refine ⟨openBox (a i) (h i) (η / (2 * M)), isOpen_openBox _ _ _, realBox_subset_openBox _ _ hδ, ?_⟩ intro x hx t apply Eq.symm apply hΦ.2.2 x (affineTrajectory (c i) (d i) (a i) x) (affineTrajectory_initial (hc0 i) (hd0 i) x) intro s have hp := affineTrajectory_in_plateau (c := c i) (a i) (h i) hη hM (hdpos i) (hdM i) hx s rw [hUplat i _ hp] exact hasDerivAt_affineTrajectory (hcv i s) (hdl i s) (a i) x theorem contDiff_motion_deriv {c : ℝ → Space} (hc : ContDiff ℝ ∞ c) : ContDiff ℝ ∞ (deriv c) := (hc.fderiv_right (m := ∞) (by simp)).clm_apply contDiff_const noncomputable def diagonalLogVelocity (d : ℝ → Space) (t : ℝ) : Space := fun j => deriv d t j / d t j theorem contDiff_diagonalLogVelocity {d : ℝ → Space} (hd : ContDiff ℝ ∞ d) (hpos : ∀ t j, 0 < d t j) : ContDiff ℝ ∞ (diagonalLogVelocity d) := by apply contDiff_pi.mpr intro j exact (contDiff_pi.mp (contDiff_motion_deriv hd) j).div (contDiff_pi.mp hd j) (fun t => ne_of_gt (hpos t j)) theorem hasDerivAt_diagonalLogVelocity {d : ℝ → Space} (hd : ContDiff ℝ ∞ d) (hpos : ∀ t j, 0 < d t j) (t : ℝ) (j : Fin 3) : HasDerivAt (fun s => d s j) (diagonalLogVelocity d t j * d t j) t := by rw [diagonalLogVelocity, div_mul_cancel₀ _ (ne_of_gt (hpos t j))] exact hasDerivAt_pi.mp ((hd.differentiable (by simp) t).hasDerivAt) j theorem deriv_zero_outside_interval {f : ℝ → Space} {a b : Space} {u v t : ℝ} (hbefore : ∀ s, s ≤ u → f s = a) (hafter : ∀ s, v ≤ s → f s = b) (ht : t ∉ Set.Icc u v) : deriv f t = 0 := by by_cases hlo : t < u · have he : f =ᶠ[nhds t] fun _ => a := by filter_upwards [eventually_lt_nhds hlo] with s hs exact hbefore s hs.le simp [deriv, he.fderiv_eq] · have hhi : v < t := by by_contra hh exact ht ⟨le_of_not_gt hlo, le_of_not_gt hh⟩ have he : f =ᶠ[nhds t] fun _ => b := by filter_upwards [eventually_gt_nhds hhi] with s hs exact hafter s hs.le simp [deriv, he.fderiv_eq] theorem realizes_stationary_separated_motion {n : ℕ} (a h : Fin n → Space) {c d : Fin n → ℝ → Space} {η M R : ℝ} (hη : 0 < η) (hM : 0 < M) (hR : 0 ≤ R) (hc : ∀ i, ContDiff ℝ ∞ (c i)) (hd : ∀ i, ContDiff ℝ ∞ (d i)) (hstart : ∀ i t, t ≤ (1 / 4 : ℝ) → c i t = a i ∧ d i t = 1) (hend : ∀ i t, (3 / 4 : ℝ) ≤ t → c i t = c i 1 ∧ d i t = d i 1) (hdet : ∀ i t, ∏ j : Fin 3, d i t j = 1) (hdpos : ∀ i t j, 0 < d i t j) (hdM : ∀ i t j, d i t j ≤ M) (hdis : ∀ t, Pairwise fun i j => Disjoint (realBox (c i t) (fun k => d i t k * h i k + 2 * η)) (realBox (c j t) (fun k => d j t k * h j k + 2 * η))) (hbound : ∀ i t, t ∈ Set.Icc (1 / 4 : ℝ) (3 / 4 : ℝ) → ∀ j, |c i t j| + d i t j * h i j + 2 * η ≤ R) : ∃ (U : Field) (Φ : ℝ → Space → Space), ContDiff ℝ ∞ U ∧ HasCompactSupport U ∧ (∀ t x, spatialDivergence U t x = 0) ∧ (∀ (t : ℝ) x, t ∉ Set.Icc (1 / 4 : ℝ) (3 / 4 : ℝ) → U (t, x) = 0) ∧ IsGlobalFlow U Φ ∧ (∀ i, ∃ O : Set Space, IsOpen O ∧ realBox (a i) (h i) ⊆ O ∧ ∀ x ∈ O, ∀ t, Φ t x = affineTrajectory (c i) (d i) (a i) x t) := by apply realizes_supplied_separated_motion a h hη hM hR hc (fun i => contDiff_motion_deriv (hc i)) (fun i => contDiff_diagonalLogVelocity (hd i) (hdpos i)) hd (fun i => (hstart i 0 (by norm_num)).1) (fun i => (hstart i 0 (by norm_num)).2) (fun i t => ((hc i).differentiable (by simp) t).hasDerivAt) (fun i => hasDerivAt_diagonalLogVelocity (hd i) (hdpos i)) hdet hdpos hdM hdis hbound intro i t ht constructor · exact deriv_zero_outside_interval (fun s hs => (hstart i s hs).1) (fun s hs => (hend i s hs).1) ht · have hz := deriv_zero_outside_interval (fun s hs => (hstart i s hs).2) (fun s hs => (hend i s hs).2) ht ext j simp [diagonalLogVelocity, hz] end BoxTransport.Routing end end OAI