Smooth input unit Ball Extension smoothing
DeGiorgi.smooth_input_unitBallExtension_smoothing
Plain-language statement
Smooth-input interface smoothing for the explicit extension operator. For smooth compactly supported input ψ, the piecewise extension unitBallExtension ψ can itself be approximated globally in full W^{1,p} by smooth compactly supported functions. The gradient side is expressed against some global field Gψ attached to the exact extension. The surro...
Exact Lean statement
theorem smooth_input_unitBallExtension_smoothing
{p : ℝ} (hp : 1 < p) {ψ : E → ℝ}
(hψ_smooth : ContDiff ℝ (⊤ : ℕ∞) ψ)
(_hψ_cpt : HasCompactSupport ψ) :
∃ Gψ : E → E,
MemLp (unitBallExtension (d := d) ψ) (ENNReal.ofReal p) volume ∧
(∀ i : Fin d, MemLp (fun x => Gψ x i) (ENNReal.ofReal p) volume) ∧
(∫⁻ x, (ENNReal.ofReal |unitBallExtension (d := d) ψ x|) ^ p ∂volume)
≤ C_unitBallExtensionFun d *
∫⁻ x in Metric.ball (0 : E) 1, (ENNReal.ofReal |ψ x|) ^ p ∂volume ∧
(∫⁻ x, (ENNReal.ofReal ‖Gψ x‖) ^ p ∂volume)
≤ (∫⁻ x in Metric.ball (0 : E) 1, (ENNReal.ofReal ‖fderiv ℝ ψ x‖) ^ p ∂volume) +
C_unitBallExtensionGrad d p *
(∫⁻ x in Metric.ball (0 : E) 1, (ENNReal.ofReal |ψ x|) ^ p ∂volume +
∫⁻ x in Metric.ball (0 : E) 1, (ENNReal.ofReal ‖fderiv ℝ ψ x‖) ^ p ∂volume) ∧
∃ Φ : ℕ → E → ℝ,
(∀ n, ContDiff ℝ (⊤ : ℕ∞) (Φ n)) ∧
(∀ n, HasCompactSupport (Φ n)) ∧
Tendsto
(fun n =>
eLpNorm (fun x => Φ n x - unitBallExtension (d := d) ψ x)
(ENNReal.ofReal p) volume)
atTop (nhds 0) ∧
∀ i : Fin d,
Tendsto
(fun n =>
eLpNorm
(fun x => (fderiv ℝ (Φ n) x) (EuclideanSpace.single i 1) - Gψ x i)
(ENNReal.ofReal p) volume)
atTop (nhds 0)Formal artifact
Lean source
theorem smooth_input_unitBallExtension_smoothing {p : ℝ} (hp : 1 < p) {ψ : E → ℝ} (hψ_smooth : ContDiff ℝ (⊤ : ℕ∞) ψ) (_hψ_cpt : HasCompactSupport ψ) : ∃ Gψ : E → E, MemLp (unitBallExtension (d := d) ψ) (ENNReal.ofReal p) volume ∧ (∀ i : Fin d, MemLp (fun x => Gψ x i) (ENNReal.ofReal p) volume) ∧ (∫⁻ x, (ENNReal.ofReal |unitBallExtension (d := d) ψ x|) ^ p ∂volume) ≤ C_unitBallExtensionFun d * ∫⁻ x in Metric.ball (0 : E) 1, (ENNReal.ofReal |ψ x|) ^ p ∂volume ∧ (∫⁻ x, (ENNReal.ofReal ‖Gψ x‖) ^ p ∂volume) ≤ (∫⁻ x in Metric.ball (0 : E) 1, (ENNReal.ofReal ‖fderiv ℝ ψ x‖) ^ p ∂volume) + C_unitBallExtensionGrad d p * (∫⁻ x in Metric.ball (0 : E) 1, (ENNReal.ofReal |ψ x|) ^ p ∂volume + ∫⁻ x in Metric.ball (0 : E) 1, (ENNReal.ofReal ‖fderiv ℝ ψ x‖) ^ p ∂volume) ∧ ∃ Φ : ℕ → E → ℝ, (∀ n, ContDiff ℝ (⊤ : ℕ∞) (Φ n)) ∧ (∀ n, HasCompactSupport (Φ n)) ∧ Tendsto (fun n => eLpNorm (fun x => Φ n x - unitBallExtension (d := d) ψ x) (ENNReal.ofReal p) volume) atTop (nhds 0) ∧ ∀ i : Fin d, Tendsto (fun n => eLpNorm (fun x => (fderiv ℝ (Φ n) x) (EuclideanSpace.single i 1) - Gψ x i) (ENNReal.ofReal p) volume) atTop (nhds 0) := by have hΦ_smooth : ∀ n, ContDiff ℝ (⊤ : ℕ∞) (smoothUnitBallExtensionApprox (d := d) (unitBallApproxEps n) ψ) := fun n => smoothUnitBallExtensionApprox_contDiff (d := d) (unitBallApproxEps_pos n) (unitBallApproxEps_lt_one n) hψ_smooth have hΦ_cpt : ∀ n, HasCompactSupport (smoothUnitBallExtensionApprox (d := d) (unitBallApproxEps n) ψ) := fun n => smoothUnitBallExtensionApprox_hasCompactSupport (d := d) (ψ := ψ) (unitBallApproxEps_pos n) have huExt_memLp : MemLp (unitBallExtension (d := d) ψ) (ENNReal.ofReal p) volume := by have hΦ0_memLp : MemLp (smoothUnitBallExtensionApprox (d := d) (unitBallApproxEps 0) ψ) (ENNReal.ofReal p) (volume : Measure E) := (hΦ_smooth 0).continuous.memLp_of_hasCompactSupport (hΦ_cpt 0) have hDiff_memLp := memLp_smoothUnitBallExtensionApprox_sub_unitBallExtension (d := d) hp hψ_smooth 0 have hTmp := hΦ0_memLp.sub hDiff_memLp exact memLp_congr_ae (Filter.Eventually.of_forall fun x => by simp [sub_sub_cancel]) |>.mp hTmp have hGψ_memLp : ∀ i : Fin d, MemLp (fun x => (exactUnitBallExtensionGrad (d := d) ψ x) i) (ENNReal.ofReal p) volume := by intro i have hderiv_memLp : MemLp (fun x => (fderiv ℝ (smoothUnitBallExtensionApprox (d := d) (unitBallApproxEps 0) ψ) x) (EuclideanSpace.single i 1)) (ENNReal.ofReal p) volume := by have hderiv_smooth : ContDiff ℝ (⊤ : ℕ∞) (fun x => (fderiv ℝ (smoothUnitBallExtensionApprox (d := d) (unitBallApproxEps 0) ψ) x) (EuclideanSpace.single i 1)) := (hΦ_smooth 0).fderiv_right (m := (⊤ : ℕ∞)) (by simp) |>.clm_apply contDiff_const exact hderiv_smooth.continuous.memLp_of_hasCompactSupport ((hΦ_cpt 0).fderiv_apply (𝕜 := ℝ) _) have hDiff_memLp := memLp_fderiv_smoothUnitBallExtensionApprox_sub_exactGradApply (d := d) hp hψ_smooth 0 i have hTmp := hderiv_memLp.sub hDiff_memLp exact memLp_congr_ae (Filter.Eventually.of_forall fun x => by simp [sub_sub_cancel, exactUnitBallExtensionGrad, SmoothApproximationInternal.exactUnitBallExtensionGrad, exactUnitBallExtensionGradApply]) |>.mp hTmp have hweak : ∀ i : Fin d, HasWeakPartialDeriv i (fun x => (exactUnitBallExtensionGrad (d := d) ψ x) i) (unitBallExtension (d := d) ψ) Set.univ := by have hΦ_tendsto_fun := tendsto_eLpNorm_smoothUnitBallExtensionApprox_sub_unitBallExtension (d := d) hp hψ_smooth have hΦ_tendsto_grad := tendsto_eLpNorm_fderiv_smoothUnitBallExtensionApprox_sub_exactGradApply (d := d) hp hψ_smooth exact hasWeakPartials_of_global_smoothApprox (d := d) hp huExt_memLp hGψ_memLp hΦ_smooth hΦ_cpt hΦ_tendsto_fun (fun i => by convert hΦ_tendsto_grad i using 2) let hwExt : MemW1pWitness (ENNReal.ofReal p) (unitBallExtension (d := d) ψ) Set.univ := { memLp := by rw [Measure.restrict_univ]; exact huExt_memLp weakGrad := exactUnitBallExtensionGrad (d := d) ψ weakGrad_component_memLp := by intro i; rw [Measure.restrict_univ]; exact hGψ_memLp i isWeakGrad := hweak } rcases exists_global_smooth_W1p_approx_of_localizedWitness (d := d) (Ω := Set.univ) isOpen_univ hp hwExt (unitBallExtension_hasCompactSupport (d := d) ψ) (Set.subset_univ _) with ⟨Ψ, hΨ_smooth, hΨ_cpt, hΨ_fun, hΨ_grad⟩ have hψ_smooth1 : ContDiff ℝ 1 ψ := hψ_smooth.of_le (by simp) have hest := smooth_unitBallExtension_W1p_estimate (d := d) (p := p) hp.le hψ_smooth1 have hfun_bound : (∫⁻ x, (ENNReal.ofReal |unitBallExtension (d := d) ψ x|) ^ p ∂volume) ≤ C_unitBallExtensionFun d * ∫⁻ x in Metric.ball (0 : E) 1, (ENNReal.ofReal |ψ x|) ^ p ∂volume := by have hfun_support : (fun x => (ENNReal.ofReal |unitBallExtension (d := d) ψ x|) ^ p) = (Metric.ball (0 : E) 2).indicator (fun x => (ENNReal.ofReal |unitBallExtension (d := d) ψ x|) ^ p) := by funext x by_cases hx : x ∈ Metric.ball (0 : E) 2 · simp [hx] · have hnorm : 2 ≤ ‖x‖ := by simp only [Metric.mem_ball, dist_zero_right, not_lt] at hx; exact hx have hzero := unitBallExtension_eq_zero_of_two_le_norm (d := d) (u := ψ) hnorm simp only [hzero, abs_zero, ENNReal.ofReal_zero, Set.indicator_of_notMem hx, ENNReal.zero_rpow_of_pos (show (0 : ℝ) < p by linarith)] rw [hfun_support, lintegral_indicator Metric.isOpen_ball.measurableSet] exact hest.1 have hgrad_bound := exactUnitBallExtensionGrad_bound (d := d) hp hψ_smooth refine ⟨exactUnitBallExtensionGrad (d := d) ψ, huExt_memLp, hGψ_memLp, hfun_bound, hgrad_bound, Ψ, hΨ_smooth, hΨ_cpt, hΨ_fun, ?_⟩ intro i have h := hΨ_grad i refine (Filter.tendsto_congr fun n => eLpNorm_congr_ae ?_).mpr h filter_upwards with x; simp [hwExt]- Project
- DeGiorgi
- License
- Apache-2.0
- Commit
- 4c1b3077d378
- Source
- DeGiorgi/BallExtension/SmoothApproximation.lean:1236-1355
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Person-level attribution pending.