import OAI.MathematicalPhysics.AlternatingFlow.Construction namespace OAI open scoped BigOperators ENNReal NNReal Topology ContDiff open MeasureTheory namespace AlternatingNS namespace Analytic lemma spatial_fderiv_smooth {E : Type*} [NormedAddCommGroup E] [NormedSpace ℝ E] (F : Field E) (hF : ContDiff ℝ ∞ (Function.uncurry F)) : ContDiff ℝ ∞ (fun z : ℝ × Space => fderiv ℝ (F z.1) z.2) := by exact (hF.comp ((contDiff_fst.fst).prodMk contDiff_snd)).fderiv contDiff_snd (by simp) lemma dx_smooth {E : Type*} [NormedAddCommGroup E] [NormedSpace ℝ E] (F : Field E) (hF : ContDiff ℝ ∞ (Function.uncurry F)) (i : Fin 3) : ContDiff ℝ ∞ (Function.uncurry (dx i F)) := (spatial_fderiv_smooth F hF).clm_apply contDiff_const noncomputable def fullDt {E : Type*} [NormedAddCommGroup E] [NormedSpace ℝ E] (F : Field E) : Field E := fun t x => fderiv ℝ (fun s => F s x) t 1 lemma fullDt_smooth {E : Type*} [NormedAddCommGroup E] [NormedSpace ℝ E] (F : Field E) (hF : ContDiff ℝ ∞ (Function.uncurry F)) : ContDiff ℝ ∞ (Function.uncurry (fullDt F)) := by exact ((hF.comp (contDiff_snd.prodMk contDiff_fst.snd)).fderiv contDiff_fst (by simp)).clm_apply contDiff_const lemma dt_eq_full {E : Type*} [NormedAddCommGroup E] [NormedSpace ℝ E] (F : Field E) (hF : ContDiff ℝ ∞ (Function.uncurry F)) (t : ℝ) (ht : 0 ≤ t) (x : Space) : dt F t x = fullDt F t x := by unfold dt fullDt have hd : DifferentiableAt ℝ (fun s => F s x) t := ((hF.comp (contDiff_id.prodMk contDiff_const)).differentiable (by simp) t) rw [fderivWithin_eq_fderiv (uniqueDiffOn_Ici _ _ ht) hd] lemma smooth_classical (U : Velocity) (hU : ContDiff ℝ ∞ (Function.uncurry U)) : ClassicalRegularity U (fun _ _ => 0) := by refine ⟨fun x => ?_, fun t _ => ?_, fun t _ i => ?_, fun t _ => differentiable_const _, ?_⟩ · exact ((hU.comp (contDiff_id.prodMk contDiff_const)).differentiable (by simp)).differentiableOn · exact (hU.comp (contDiff_const.prodMk contDiff_id)).differentiable (by simp) · exact ((dx_smooth U hU i).comp (contDiff_const.prodMk contDiff_id)).differentiable (by simp) · intro T _ refine ⟨hU.continuous.continuousOn, ?_, fun i => (dx_smooth U hU i).continuous.continuousOn, fun i j => (dx_smooth (dx j U) (dx_smooth U hU j) i).continuous.continuousOn, continuousOn_const, ?_⟩ · apply (fullDt_smooth U hU).continuous.continuousOn.congr intro z hz exact dt_eq_full U hU z.1 hz.1.1 z.2 · intro i change ContinuousOn (fun z : ℝ × Space => fderiv ℝ (fun _ : Space => (0 : ℝ)) z.2 (e i)) _ simpa using (continuousOn_const : ContinuousOn (fun _ : ℝ × Space => (0 : ℝ)) (timeCylinder T)) lemma residual_navierStokes (ν : ℝ) (U : Velocity) (hU : ContDiff ℝ ∞ (Function.uncurry U)) (h0 : ∀ x, U 0 x = 0) (hd : ∀ t, 0 ≤ t → ∀ x, div U t x = 0) : NavierStokes ν (residual ν U) U (fun _ _ => 0) := by refine ⟨smooth_classical U hU, h0, fun t ht x => ⟨hd t ht x, ?_⟩⟩ have hp : grad (fun _ _ => 0) t x = 0 := by ext i simp [grad, dx, EuclideanSpace.equiv] rw [hp, residual] abel lemma advection_smooth (U : Velocity) (hU : ContDiff ℝ ∞ (Function.uncurry U)) : ContDiff ℝ ∞ (Function.uncurry (advection U)) := (spatial_fderiv_smooth U hU).clm_apply hU lemma laplacian_smooth (U : Velocity) (hU : ContDiff ℝ ∞ (Function.uncurry U)) : ContDiff ℝ ∞ (Function.uncurry (laplacian U)) := by change ContDiff ℝ ∞ (fun z : ℝ × Space => ∑ i : Fin 3, dx i (dx i U) z.1 z.2) apply ContDiff.sum intro i _ exact dx_smooth (dx i U) (dx_smooth U hU i) i lemma residual_smooth (ν : ℝ) (U : Velocity) (hU : ContDiff ℝ ∞ (Function.uncurry U)) : Smooth (residual ν U) := by have hf : ContDiff ℝ ∞ (fun z : ℝ × Space => fullDt U z.1 z.2 + advection U z.1 z.2 - ν • laplacian U z.1 z.2) := ((fullDt_smooth U hU).add (advection_smooth U hU)).sub ((laplacian_smooth U hU).const_smul ν) apply hf.contDiffOn.congr intro z hz simp only [Function.uncurry, residual, dt_eq_full U hU z.1 hz.1] lemma dx_supported {E : Type*} [NormedAddCommGroup E] [NormedSpace ℝ E] (F : Field E) (K : Set Space) (hK : IsClosed K) (hF : ∀ t, Function.support (F t) ⊆ K) (i : Fin 3) : ∀ t, Function.support (dx i F t) ⊆ K := by intro t x hx exact (closure_minimal (hF t) hK) ((Spatial.d_tsupport i (F t)) (subset_closure hx)) lemma outside_dt {E : Type*} [NormedAddCommGroup E] [NormedSpace ℝ E] (F : Field E) (K : Set Space) (hF : ∀ t, Function.support (F t) ⊆ K) (t : ℝ) (x : Space) (hx : x ∉ K) : dt F t x = 0 := by have he : (fun s => F s x) = fun _ => 0 := by funext s exact Function.notMem_support.1 (fun hx' => hx (hF s hx')) simp [dt, he] lemma residual_supported (ν : ℝ) (U : Velocity) (K : Set Space) (hK : IsClosed K) (hU : ∀ t, Function.support (U t) ⊆ K) : ∀ t, Function.support (residual ν U t) ⊆ K := by intro t x hx by_contra hn have hUx : U t x = 0 := Function.notMem_support.1 (fun hx' => hn (hU t hx')) have hΔ : laplacian U t x = 0 := by apply Finset.sum_eq_zero intro i _ exact Function.notMem_support.1 (fun hx' => hn (dx_supported (dx i U) K hK (dx_supported U K hK hU i) i t hx')) exact hx (by simp [residual, outside_dt U K hU t x hn, advection, hUx, hΔ]) lemma finite_bound {E : Type*} [NormedAddCommGroup E] (F : Field E) (hF : Continuous (Function.uncurry F)) (K : Set Space) (hK : IsCompact K) (hs : ∀ t, Function.support (F t) ⊆ K) (T : ℝ) : ∃ C : ℝ≥0, ∀ t ∈ Set.Icc 0 T, ∀ x, ‖F t x‖ ≤ C := by obtain ⟨C, hC⟩ := (isCompact_Icc.prod hK).exists_bound_of_continuousOn hF.continuousOn refine ⟨⟨max 0 C, le_max_left _ _⟩, fun t ht x => ?_⟩ by_cases hx : x ∈ K · exact (hC (t, x) ⟨ht, hx⟩).trans (le_max_right _ _) · have hz : F t x = 0 := Function.notMem_support.1 (fun hx' => hx (hs t hx')) simp only [hz, norm_zero] exact le_max_left _ _ lemma finite_lipschitz (U : Velocity) (hU : ContDiff ℝ ∞ (Function.uncurry U)) (K : Set Space) (hK : IsCompact K) (hs : ∀ t, Function.support (U t) ⊆ K) (T : ℝ) : ∃ C : ℝ≥0, ∀ t ∈ Set.Icc 0 T, LipschitzWith C (U t) := by have hder : ∀ t, Function.support (fderiv ℝ (U t)) ⊆ K := fun t => (support_fderiv_subset ℝ).trans (closure_minimal (hs t) hK.isClosed) obtain ⟨C, hC⟩ := finite_bound (fun t x => fderiv ℝ (U t) x) (spatial_fderiv_smooth U hU).continuous K hK hder T refine ⟨C, fun t ht => lipschitzWith_of_nnnorm_fderiv_le ((hU.comp (contDiff_const.prodMk contDiff_id)).differentiable (by simp)) ?_⟩ intro x exact_mod_cast hC t ht x end Analytic end AlternatingNS namespace AlternatingNS namespace Analytic lemma trajectory_unique (U : Velocity) (hU : ContDiff ℝ ∞ (Function.uncurry U)) (K : Set Space) (hK : IsCompact K) (hs : ∀ t, Function.support (U t) ⊆ K) (a : Space) (γ δ : ℝ → Space) (hγ : IsTrajectory U a γ) (hδ : IsTrajectory U a δ) (T : ℝ) (hT : 0 ≤ T) : γ T = δ T := by obtain ⟨C, hC⟩ := finite_lipschitz U hU K hK hs T have hc (β : ℝ → Space) (hβ : IsTrajectory U a β) : ContinuousOn β (Set.Icc 0 T) := HasDerivWithinAt.continuousOn (fun t ht => (hβ.2 t ht.1).mono Set.Icc_subset_Ici_self) apply ODE_solution_unique_of_mem_Icc_right (s := fun _ => Set.univ) (fun t ht => (hC t ⟨ht.1, ht.2.le⟩).lipschitzOnWith) (hc γ hγ) (fun t ht => (hγ.2 t ht.1).mono (Set.Ici_subset_Ici.mpr ht.1)) (fun _ _ => Set.mem_univ _) (hc δ hδ) (fun t ht => (hδ.2 t ht.1).mono (Set.Ici_subset_Ici.mpr ht.1)) (fun _ _ => Set.mem_univ _) (hγ.1.trans hδ.1.symm) ⟨hT, le_rfl⟩ lemma finite_trajectory (U : Velocity) (hU : ContDiff ℝ ∞ (Function.uncurry U)) (K : Set Space) (hK : IsCompact K) (hs : ∀ t, Function.support (U t) ⊆ K) (a : Space) (T : ℝ) (hT : 0 ≤ T) : ∃ γ : ℝ → Space, γ 0 = a ∧ ∀ t ∈ Set.Icc 0 T, HasDerivWithinAt γ (U t (γ t)) (Set.Icc 0 T) t := by obtain ⟨L, hL⟩ := finite_bound U hU.continuous K hK hs T obtain ⟨C, hC⟩ := finite_lipschitz U hU K hK hs T let t₀ : Set.Icc (0 : ℝ) T := ⟨0, le_rfl, hT⟩ have hpl : IsPicardLindelof U t₀ a (L * ⟨T, hT⟩) 0 L C := by refine ⟨fun t ht => (hC t ht).lipschitzOnWith, fun x _ => ?_, fun t ht x _ => hL t ht x, ?_⟩ · exact (hU.continuous.comp (continuous_id.prodMk continuous_const)).continuousOn · change (L : ℝ) * max (T - 0) (0 - 0) ≤ (L : ℝ) * T - 0 simp [max_eq_left hT] exact hpl.exists_eq_forall_mem_Icc_hasDerivWithinAt₀ lemma finite_trajectory_unique (U : Velocity) (hU : ContDiff ℝ ∞ (Function.uncurry U)) (K : Set Space) (hK : IsCompact K) (hs : ∀ t, Function.support (U t) ⊆ K) (γ δ : ℝ → Space) (T : ℝ) (h0 : γ 0 = δ 0) (hγ : ∀ t ∈ Set.Icc 0 T, HasDerivWithinAt γ (U t (γ t)) (Set.Icc 0 T) t) (hδ : ∀ t ∈ Set.Icc 0 T, HasDerivWithinAt δ (U t (δ t)) (Set.Icc 0 T) t) : Set.EqOn γ δ (Set.Icc 0 T) := by obtain ⟨C, hC⟩ := finite_lipschitz U hU K hK hs T have hd (β : ℝ → Space) (hβ : ∀ t ∈ Set.Icc 0 T, HasDerivWithinAt β (U t (β t)) (Set.Icc 0 T) t) : ∀ t ∈ Set.Ico 0 T, HasDerivWithinAt β (U t (β t)) (Set.Ici t) t := by intro t ht apply (hβ t ⟨ht.1, ht.2.le⟩).mono_of_mem_nhdsWithin exact Filter.mem_of_superset (Icc_mem_nhdsGE ht.2) (fun y hy => ⟨ht.1.trans hy.1, hy.2⟩) exact ODE_solution_unique_of_mem_Icc_right (s := fun _ => Set.univ) (fun t ht => (hC t ⟨ht.1, ht.2.le⟩).lipschitzOnWith) (HasDerivWithinAt.continuousOn hγ) (hd γ hγ) (fun _ _ => Set.mem_univ _) (HasDerivWithinAt.continuousOn hδ) (hd δ hδ) (fun _ _ => Set.mem_univ _) h0 lemma global_trajectory (U : Velocity) (hU : ContDiff ℝ ∞ (Function.uncurry U)) (K : Set Space) (hK : IsCompact K) (hs : ∀ t, Function.support (U t) ⊆ K) (a : Space) : ∃ γ, IsTrajectory U a γ := by classical have hex (n : ℕ) := finite_trajectory U hU K hK hs a ((n : ℝ) + 1) (by positivity) choose α hα₀ hα using hex have coherent (n m : ℕ) (t : ℝ) (ht : 0 ≤ t) (hn : t ≤ (n : ℝ) + 1) (hm : t ≤ (m : ℝ) + 1) : α n t = α m t := by apply finite_trajectory_unique U hU K hK hs (α n) (α m) t ((hα₀ n).trans (hα₀ m).symm) (fun s hs => (hα n s ⟨hs.1, hs.2.trans hn⟩).mono (Set.Icc_subset_Icc le_rfl hn)) (fun s hs => (hα m s ⟨hs.1, hs.2.trans hm⟩).mono (Set.Icc_subset_Icc le_rfl hm)) ⟨ht, le_rfl⟩ let γ : ℝ → Space := fun t => α ⌈t⌉₊ t have agrees (n : ℕ) (t : ℝ) (ht : t ∈ Set.Icc 0 ((n : ℝ) + 1)) : γ t = α n t := coherent _ _ t ht.1 (by linarith [Nat.le_ceil t]) ht.2 refine ⟨γ, ?_, fun t ht => ?_⟩ · exact hα₀ _ · obtain ⟨n, hn⟩ := exists_nat_gt t have htn : t < (n : ℝ) + 1 := by linarith have hmem : Set.Icc 0 ((n : ℝ) + 1) ∈ 𝓝[Set.Ici 0] t := by filter_upwards [self_mem_nhdsWithin, (nhdsWithin_le_nhds (Iio_mem_nhds htn))] with s hs hs' exact ⟨hs, hs'.le⟩ have he := agrees n t ⟨ht, htn.le⟩ rw [he] apply ((hα n t ⟨ht, htn.le⟩).mono_of_mem_nhdsWithin hmem).congr_of_eventuallyEq · filter_upwards [hmem] with s hs exact agrees n s hs · exact he theorem global_material_flow (U : Velocity) (hU : ContDiff ℝ ∞ (Function.uncurry U)) (K : Set Space) (hK : IsCompact K) (hs : ∀ t, Function.support (U t) ⊆ K) : ∃ X : Space → ℝ → Space, (∀ a, IsTrajectory U a (X a)) ∧ (∀ a γ, IsTrajectory U a γ → ∀ t, 0 ≤ t → γ t = X a t) := by classical choose X hX using global_trajectory U hU K hK hs exact ⟨X, hX, fun a γ hγ t ht => trajectory_unique U hU K hK hs a γ (X a) hγ (hX a) t ht⟩ end Analytic end AlternatingNS namespace AlternatingNS namespace Construction noncomputable def force (ν : ℝ) (M : Machine) (w : List ℕ) : Velocity := residual ν (velocity M w) theorem smooth_forced_simulation (ν : ℝ) (M : Machine) (hM : M.WellFormed) (w : List ℕ) (hw : M.ValidInput w) : Smooth (force ν M w) ∧ Smooth (velocity M w) ∧ SupportedIn (force ν M w) Spatial.box ∧ SupportedIn (velocity M w) Spatial.box ∧ NavierStokes ν (force ν M w) (velocity M w) (fun _ _ => 0) ∧ ∃ X : Space → ℝ → Space, (∀ a, IsTrajectory (velocity M w) a (X a)) ∧ (∀ a γ, IsTrajectory (velocity M w) a γ → ∀ t, 0 ≤ t → γ t = X a t) ∧ ((∃ t : ℝ, 0 ≤ t ∧ 0 < X observedParticle t 0) ↔ M.Halts w) := by have hU := velocity_smooth M w have hK := Spatial.box_compact have hs := velocity_supported M w refine ⟨Analytic.residual_smooth ν _ hU, hU.contDiffOn, fun t _ => Analytic.residual_supported ν _ _ hK.isClosed hs t, fun t _ => hs t, Analytic.residual_navierStokes ν _ hU (velocity_rest M w) (velocity_div M w), ?_⟩ obtain ⟨X, hX, hu⟩ := Analytic.global_material_flow _ hU _ hK hs refine ⟨X, hX, hu, ?_⟩ have he : ∀ t, 0 ≤ t → path M w t = X observedParticle t := hu _ _ (path_isTrajectory M hM w hw) rw [← path_reachability M w] exact ⟨fun ⟨t, ht, hp⟩ => ⟨t, ht, by rw [he t ht]; exact hp⟩, fun ⟨t, ht, hp⟩ => ⟨t, ht, by rw [← he t ht]; exact hp⟩⟩ end Construction end AlternatingNS namespace AlternatingNS namespace Analytic noncomputable section variable {E : Type*} [NormedAddCommGroup E] [NormedSpace ℝ E] def zeroExtend (K : Set Space) (g : C(K, E)) (x : Space) : E := by classical exact if hx : x ∈ K then g ⟨x, hx⟩ else 0 omit [NormedSpace ℝ E] in lemma zeroExtend_memLp (K : Set Space) (hK : IsCompact K) (g : C(K, E)) : MemLp (zeroExtend K g) 2 (volume : Measure Space) := by classical let : CompactSpace K := isCompact_iff_compactSpace.mp hK have hm : StronglyMeasurable (zeroExtend K g) := g.continuous.stronglyMeasurable.dite stronglyMeasurable_const hK.measurableSet have hs : HasCompactSupport (zeroExtend K g) := by apply hK.of_isClosed_subset isClosed_closure apply closure_minimal _ hK.isClosed intro x hx by_contra hx' exact hx (by simp [zeroExtend, hx']) apply hs.memLp_of_bound hm.aestronglyMeasurable ‖g‖ filter_upwards [] with x by_cases hx : x ∈ K · simpa [zeroExtend, hx] using g.norm_coe_le_norm ⟨x, hx⟩ · simp [zeroExtend, hx] def compactToL2 (K : Set Space) (hK : IsCompact K) [CompactSpace K] : C(K, E) →L[ℝ] Lp E 2 (volume : Measure Space) := by classical let A : C(K, E) →ₗ[ℝ] Lp E 2 (volume : Measure Space) := { toFun := fun g => (zeroExtend_memLp K hK g).toLp (zeroExtend K g) map_add' := by intro g h apply Lp.ext filter_upwards [(zeroExtend_memLp K hK (g + h)).coeFn_toLp, Lp.coeFn_add ((zeroExtend_memLp K hK g).toLp _) ((zeroExtend_memLp K hK h).toLp _), (zeroExtend_memLp K hK g).coeFn_toLp, (zeroExtend_memLp K hK h).coeFn_toLp] with x hx hx' hg hh simp only [hx, hx', Pi.add_apply, hg, hh] by_cases hk : x ∈ K <;> simp [zeroExtend, hk] map_smul' := by intro c g apply Lp.ext filter_upwards [(zeroExtend_memLp K hK (c • g)).coeFn_toLp, Lp.coeFn_smul c ((zeroExtend_memLp K hK g).toLp _), (zeroExtend_memLp K hK g).coeFn_toLp] with x hx hx' hg simp only [RingHom.id_apply, hx, hx', Pi.smul_apply, hg] by_cases hk : x ∈ K <;> simp [zeroExtend, hk] } let B : Lp ℝ 2 (volume : Measure Space) := indicatorConstLp 2 hK.measurableSet hK.measure_ne_top 1 apply A.mkContinuous ‖B‖ intro g rw [mul_comm] apply Lp.norm_le_mul_norm_of_ae_le_mul (g := B) filter_upwards [(zeroExtend_memLp K hK g).coeFn_toLp, indicatorConstLp_coeFn (p := 2) (hs := hK.measurableSet) (hμs := hK.measure_ne_top) (c := (1 : ℝ))] with x hx hb change ‖((zeroExtend_memLp K hK g).toLp _) x‖ ≤ _ rw [hx, hb] by_cases hk : x ∈ K · simpa [zeroExtend, hk] using g.norm_coe_le_norm ⟨x, hk⟩ · simp [zeroExtend, hk] lemma compactToL2_coe (K : Set Space) (hK : IsCompact K) [CompactSpace K] (g : C(K, E)) : ∀ᵐ x ∂(volume : Measure Space), compactToL2 K hK g x = zeroExtend K g x := (zeroExtend_memLp K hK g).coeFn_toLp def onCompact (F : Field E) (hF : Continuous (Function.uncurry F)) (K : Set Space) (t : ℝ) : C(K, E) := ⟨fun x => F t x, hF.comp (continuous_const.prodMk continuous_subtype_val)⟩ omit [NormedSpace ℝ E] in lemma onCompact_continuous (F : Field E) (hF : Continuous (Function.uncurry F)) (K : Set Space) : Continuous (onCompact F hF K) := by apply ContinuousMap.continuous_of_continuous_uncurry exact hF.comp (continuous_fst.prodMk (continuous_subtype_val.comp continuous_snd)) lemma compactToL2_onCompact (F : Field E) (hF : Continuous (Function.uncurry F)) (K : Set Space) (hK : IsCompact K) [CompactSpace K] (hs : ∀ t, Function.support (F t) ⊆ K) (t : ℝ) : ∀ᵐ x ∂(volume : Measure Space), compactToL2 K hK (onCompact F hF K t) x = F t x := by classical filter_upwards [compactToL2_coe K hK (onCompact F hF K t)] with x hx rw [hx] by_cases hk : x ∈ K · simp only [zeroExtend, dite_eq_left hk] rfl · have hz : F t x = 0 := Function.notMem_support.1 (fun hx => hk (hs t hx)) simp [zeroExtend, hk, hz] lemma onCompact_hasDerivAt [CompleteSpace E] (F : Field E) (hF : ContDiff ℝ ∞ (Function.uncurry F)) (K : Set Space) [CompactSpace K] (t : ℝ) : HasDerivAt (onCompact F hF.continuous K) (onCompact (fullDt F) (fullDt_smooth F hF).continuous K t) t := by let H := onCompact F hF.continuous K let G := onCompact (fullDt F) (fullDt_smooth F hF).continuous K have hG : Continuous G := onCompact_continuous _ _ _ have he (s : ℝ) : H s = H 0 + ∫ r in (0 : ℝ)..s, G r := by ext x change F s x = F 0 x + (ContinuousMap.evalCLM ℝ x) (∫ r in (0 : ℝ)..s, G r) rw [← (ContinuousMap.evalCLM ℝ x).intervalIntegral_comp_comm (hG.intervalIntegrable 0 s)] have hd (r : ℝ) : HasDerivAt (fun t => F t x) (fullDt F r x) r := ((hF.comp (contDiff_id.prodMk contDiff_const)).differentiable (by simp) r).hasFDerivAt.hasDerivAt have hi := intervalIntegral.integral_eq_sub_of_hasDerivAt (fun r (_ : r ∈ Set.uIcc 0 s) => hd r) (((fullDt_smooth F hF).continuous.comp (continuous_id.prodMk continuous_const)).intervalIntegrable 0 s) change F s x = F 0 x + ∫ r in (0 : ℝ)..s, fullDt F r x rw [hi] abel have h : HasDerivAt (fun s => H 0 + ∫ r in (0 : ℝ)..s, G r) (G t) t := (intervalIntegral.integral_hasDerivAt_right (hG.intervalIntegrable 0 t) (hG.stronglyMeasurableAtFilter volume (𝓝 t)) hG.continuousAt).const_add (H 0) rwa [← funext he] at h lemma iterate_dx_smooth (F : Field E) (hF : ContDiff ℝ ∞ (Function.uncurry F)) (i : Fin 3) (n : ℕ) : ContDiff ℝ ∞ (Function.uncurry ((dx i)^[n] F)) := by induction n with | zero => exact hF | succ n ih => rw [Function.iterate_succ_apply'] exact dx_smooth _ ih i lemma spatial_smooth (F : Field E) (hF : ContDiff ℝ ∞ (Function.uncurry F)) (α : MultiIndex) : ContDiff ℝ ∞ (Function.uncurry (spatial α F)) := iterate_dx_smooth _ (iterate_dx_smooth _ (iterate_dx_smooth F hF 2 _) 1 _) 0 _ lemma iterate_dx_supported (F : Field E) (K : Set Space) (hK : IsClosed K) (hs : ∀ t, Function.support (F t) ⊆ K) (i : Fin 3) (n : ℕ) : ∀ t, Function.support ((dx i)^[n] F t) ⊆ K := by induction n with | zero => exact hs | succ n ih => rw [Function.iterate_succ_apply'] exact dx_supported _ K hK ih i lemma spatial_supported (F : Field E) (K : Set Space) (hK : IsClosed K) (hs : ∀ t, Function.support (F t) ⊆ K) (α : MultiIndex) : ∀ t, Function.support (spatial α F t) ⊆ K := iterate_dx_supported _ K hK (iterate_dx_supported _ K hK (iterate_dx_supported F K hK hs 2 _) 1 _) 0 _ lemma fullDt_supported (F : Field E) (K : Set Space) (hs : ∀ t, Function.support (F t) ⊆ K) : ∀ t, Function.support (fullDt F t) ⊆ K := by intro t x hx by_contra hk have he : (fun s => F s x) = fun _ => 0 := by funext s exact Function.notMem_support.1 (fun hx' => hk (hs s hx')) exact hx (by simp [fullDt, he]) lemma smooth_continuousInH (F : Field E) (hF : ContDiff ℝ ∞ (Function.uncurry F)) (K : Set Space) (hK : IsCompact K) (hs : ∀ t, Function.support (F t) ⊆ K) (k : ℕ) (T : ℝ) : ContinuousInH k F T := by let : CompactSpace K := isCompact_iff_compactSpace.mp hK intro α _ let hα := (spatial_smooth F hF α).continuous refine ⟨fun t => compactToL2 K hK (onCompact (spatial α F) hα K t), ?_, ?_⟩ · exact ((compactToL2 K hK).continuous.comp (onCompact_continuous _ _ K)).continuousOn · intro t _ exact compactToL2_onCompact _ hα K hK (spatial_supported F K hK.isClosed hs α) t lemma smooth_C1InL2 (U : Velocity) (hU : ContDiff ℝ ∞ (Function.uncurry U)) (K : Set Space) (hK : IsCompact K) (hs : ∀ t, Function.support (U t) ⊆ K) (T : ℝ) : C1InL2 U T := by let : CompactSpace K := isCompact_iff_compactSpace.mp hK let H := onCompact U hU.continuous K let G := onCompact (fullDt U) (fullDt_smooth U hU).continuous K refine ⟨fun t => compactToL2 K hK (H t), fun t => compactToL2 K hK (G t), ?_, ?_, ?_, ?_, ?_⟩ · exact ((compactToL2 K hK).continuous.comp (onCompact_continuous _ _ K)).continuousOn · exact ((compactToL2 K hK).continuous.comp (onCompact_continuous _ _ K)).continuousOn · intro t _ exact ((compactToL2 K hK).hasFDerivAt.comp_hasDerivAt t (onCompact_hasDerivAt U hU K t)).hasDerivWithinAt · intro t _ exact compactToL2_onCompact U hU.continuous K hK hs t · intro t ht filter_upwards [compactToL2_onCompact (fullDt U) (fullDt_smooth U hU).continuous K hK (fullDt_supported U K hs) t] with x hx rw [hx, dt_eq_full U hU t ht.1] theorem smooth_energyClass (U : Velocity) (hU : ContDiff ℝ ∞ (Function.uncurry U)) (K : Set Space) (hK : IsCompact K) (hs : ∀ t, Function.support (U t) ⊆ K) : EnergyClass U (fun _ _ => 0) := by refine ⟨?_, ?_⟩ · intro T _ obtain ⟨C, hC⟩ := finite_bound U hU.continuous K hK hs T exact ⟨smooth_continuousInH U hU K hK hs 2 T, smooth_C1InL2 U hU K hK hs T, smooth_continuousInH (fun _ _ => (0 : ℝ)) contDiff_const K hK (fun _ => by simp) 1 T, C, hC⟩ · intro T _ obtain ⟨C, hC⟩ := finite_bound U hU.continuous K hK hs T obtain ⟨D, hD⟩ := finite_bound (fun t x => fderiv ℝ (U t) x) (spatial_fderiv_smooth U hU).continuous K hK (fun t => (support_fderiv_subset ℝ).trans (closure_minimal (hs t) hK.isClosed)) T exact ⟨C + D, fun t ht x => add_le_add (hC t ht x) (hD t ht x)⟩ end end Analytic namespace Construction theorem velocity_energyClass (M : Machine) (w : List ℕ) : EnergyClass (velocity M w) (fun _ _ => 0) := Analytic.smooth_energyClass _ (velocity_smooth M w) _ Spatial.box_compact (velocity_supported M w) end Construction end AlternatingNS end OAI