openAI-math-dataset / lean /OAI /Analysis /HotSpots /Eigenfunction.lean
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import OAI.Analysis.HotSpots.ClosedSolution
namespace OAI
section RadialHelmholtzUniqueness
noncomputable section
open Set
namespace StrictHotSpots.Helmholtz
lemma radial_ode_zero {f g : ℝ → ℂ} {a : ℂ} {R : ℝ}
(hR : 0 < R) (hsmall : ‖a‖*R^2 < 1)
(hf : ContinuousOn f (Icc 0 R)) (hg : ContinuousOn g (Icc 0 R))
(hdf : ∀ r ∈ Icc 0 R, HasDerivAt f (g r) r)
(hprod : ∀ r ∈ Icc 0 R,
HasDerivAt (fun r : ℝ => (r:ℂ)*g r) (-(r:ℂ)*a*f r) r)
(hf0 : f 0=0) (hg0 : g 0=0) : ∀ r ∈ Icc 0 R, f r=0 := by
obtain ⟨x,hx,hmax⟩ := isCompact_Icc.exists_isMaxOn
(show (Icc (0:ℝ) R).Nonempty from ⟨0,le_rfl,hR.le⟩) hf.norm
let M := ‖f x‖
have hM : 0 ≤ M := norm_nonneg _
have hbound (t : ℝ) (ht : t ∈ Icc 0 R) : ‖f t‖ ≤ M := hmax ht
have hgbound (r : ℝ) (hr : r ∈ Icc 0 R) : ‖g r‖ ≤ ‖a‖*R*M := by
by_cases hr0 : r=0
· rw [hr0,hg0,norm_zero]
positivity
have hrp : 0 < r := lt_of_le_of_ne hr.1 (Ne.symm hr0)
have hh := norm_image_sub_le_of_norm_deriv_right_le_segment
(f:=fun t : ℝ => (t:ℂ)*g t) (f':=fun t => -(t:ℂ)*a*f t)
(C:=‖a‖*r*M) (a:=0) (b:=r)
((Complex.continuous_ofReal.continuousOn.mul hg).mono
(Icc_subset_Icc le_rfl hr.2))
(fun t ht => (hprod t ⟨ht.1,ht.2.le.trans hr.2⟩).hasDerivWithinAt)
(fun t ht => by
rw [norm_mul,norm_mul,norm_neg,Complex.norm_real,Real.norm_of_nonneg ht.1]
calc
t*‖a‖*‖f t‖ ≤ r*‖a‖*M := by
exact mul_le_mul (mul_le_mul_of_nonneg_right ht.2.le (norm_nonneg _))
(hbound t ⟨ht.1,ht.2.le.trans hr.2⟩) (norm_nonneg _) (by positivity)
_ = ‖a‖*r*M := by ring)
r ⟨hrp.le,le_rfl⟩
simp only [Complex.ofReal_zero,zero_mul,sub_zero,norm_mul,Complex.norm_real,
Real.norm_of_nonneg hrp.le] at hh
have hgg : ‖g r‖ ≤ ‖a‖*r*M := by nlinarith
exact hgg.trans (mul_le_mul_of_nonneg_right
(mul_le_mul_of_nonneg_left hr.2 (norm_nonneg _)) hM)
have hh := norm_image_sub_le_of_norm_deriv_right_le_segment hf
(fun t ht => (hdf t (Ico_subset_Icc_self ht)).hasDerivWithinAt)
(fun t ht => hgbound t (Ico_subset_Icc_self ht)) x hx
rw [hf0,sub_zero,sub_zero] at hh
have hzero : M=0 := by
have hm : M ≤ (‖a‖*R^2)*M := by
calc
M ≤ (‖a‖*R*M)*x := hh
_ ≤ (‖a‖*R*M)*R := mul_le_mul_of_nonneg_left hx.2 (by positivity)
_ = (‖a‖*R^2)*M := by ring
nlinarith
intro r hr
exact norm_eq_zero.mp (le_antisymm ((hbound r hr).trans_eq hzero) (norm_nonneg _))
end StrictHotSpots.Helmholtz
end
end RadialHelmholtzUniqueness
section ActualInteriorEigenSupport
section HelmholtzCircleMeanActualInteriorLayer
noncomputable section
open Set MeasureTheory Metric _root_.Complex _root_.OAI.Complex Filter
open scoped Topology ContDiff Laplacian
namespace StrictHotSpots.Helmholtz
lemma radial_regular_global {u : ℂ → ℂ} (hu : ContDiff ℝ ∞ u) (a : ℂ) :
Continuous (Function.uncurry (radial u a)) ∧
Continuous (Function.uncurry (radialDeriv u a)) ∧
Continuous (Function.uncurry (radialSecond u a)) := by
have h1 : ContDiff ℝ 1 (fderiv ℝ u) := hu.fderiv_right (by decide)
have h2 : Continuous (fderiv ℝ (fderiv ℝ u)) := h1.continuous_fderiv (by norm_num)
have hp := continuous_jointCircleMap a
have hd : Continuous (fun p : ℝ × ℝ => direction p.2) := continuous_direction.comp continuous_snd
exact ⟨hu.continuous.comp hp,
((hu.continuous_fderiv (by simp)).comp hp).clm_apply hd,
((h2.comp hp).clm_apply hd).clm_apply hd⟩
lemma hasDerivAt_coeff_global {u : ℂ → ℂ} (hu : ContDiff ℝ ∞ u)
(a : ℂ) (n : ℤ) (r : ℝ) :
HasDerivAt (coeff u a n) (coeffDeriv u a n r) r := by
have h := radial_regular_global hu a
exact hasDerivAt_intervalIntegral_of_continuousOn
(F := fun t θ => weight n θ * radial u a t θ)
(F' := fun t θ => weight n θ * radialDeriv u a t θ) isOpen_univ (mem_univ _) 0 (2*Real.pi)
(((continuous_weight n).comp continuous_snd).mul h.1).continuousOn
(((continuous_weight n).comp continuous_snd).mul h.2.1).continuousOn
(fun t _ θ => (hasDerivAt_radial (hu.differentiable (by simp) _)).const_mul _)
lemma hasDerivAt_coeffDeriv_global {u : ℂ → ℂ} (hu : ContDiff ℝ ∞ u)
(a : ℂ) (n : ℤ) (r : ℝ) :
HasDerivAt (coeffDeriv u a n) (coeffSecond u a n r) r := by
have h := radial_regular_global hu a
exact hasDerivAt_intervalIntegral_of_continuousOn
(F := fun t θ => weight n θ * radialDeriv u a t θ)
(F' := fun t θ => weight n θ * radialSecond u a t θ) isOpen_univ (mem_univ _) 0 (2*Real.pi)
(((continuous_weight n).comp continuous_snd).mul h.2.1).continuousOn
(((continuous_weight n).comp continuous_snd).mul h.2.2).continuousOn
(fun t _ θ => (hasDerivAt_radialDeriv
((hu.fderiv_right (m:=1) (by decide)).differentiable (by norm_num) _)).const_mul _)
lemma weight_zero (θ : ℝ) : weight 0 θ = 1 := by simp [weight]
lemma coeff_center (u : ℂ → ℂ) (a : ℂ) :
coeff u a 0 0 = (2*Real.pi) • u a := by
simp [coeff,weight_zero,radial,circleMap]
lemma integral_direction : (∫ θ in (0:ℝ)..2*Real.pi, direction θ) = 0 := by
have he : direction = fun θ => (Real.cos θ : ℂ) + (Real.sin θ : ℂ)*I := by
funext θ
simp [direction,circleMap,Complex.exp_mul_I]
rw [he,intervalIntegral.integral_add]
· rw [intervalIntegral.integral_mul_const,intervalIntegral.integral_ofReal,
intervalIntegral.integral_ofReal,integral_cos,integral_sin]
simp
· exact (Complex.continuous_ofReal.comp Real.continuous_cos).intervalIntegrable _ _
· exact ((Complex.continuous_ofReal.comp Real.continuous_sin).mul continuous_const).intervalIntegrable _ _
lemma coeffDeriv_center (u : ℂ → ℂ) (a : ℂ) : coeffDeriv u a 0 0 = 0 := by
simp only [coeffDeriv,weight_zero,one_mul,radialDeriv,circleMap,Complex.ofReal_zero,
zero_mul,add_zero]
rw [(fderiv ℝ u a).intervalIntegral_comp_comm (continuous_direction.intervalIntegrable _ _),
integral_direction,map_zero]
lemma coeff_radial_ode {u : ℂ → ℂ} {a : ℂ} {R μ : ℝ}
(hu : ContDiff ℝ ∞ u) (hPDE : ∀ z ∈ ball a R, (Δ u) z = -μ • u z)
{r : ℝ} (hr : r ∈ Ico 0 R) :
HasDerivAt (fun r : ℝ => (r:ℂ)*coeffDeriv u a 0 r)
(-(r:ℂ)*(μ:ℂ)*coeff u a 0 r) r := by
have h := ((hasDerivAt_id r).ofReal_comp).mul (hasDerivAt_coeffDeriv_global hu a 0 r)
have he : (1:ℂ)*coeffDeriv u a 0 r + (r:ℂ)*coeffSecond u a 0 r =
-(r:ℂ)*(μ:ℂ)*coeff u a 0 r := by
by_cases hr0 : r=0
· simp [hr0,coeffDeriv_center]
have hrp : 0 < r := lt_of_le_of_ne hr.1 (Ne.symm hr0)
rw [coeff_ode 0 (fun _ _ => (hu.of_le (by decide : (2:ℕ∞ω) ≤ ∞)).contDiffAt)
hPDE ⟨hrp,hr.2⟩]
simp only [Int.cast_zero,zero_pow (by norm_num : (2:ℕ) ≠ 0),zero_div,zero_sub]
have hrc : (r:ℂ) ≠ 0 := by exact_mod_cast hr0
field_simp
ring
simpa only [id_eq,Complex.ofReal_one,he] using! h
lemma circle_mean_comparison {u v : ℂ → ℂ} {a b : ℂ} {R ρ μ : ℝ}
(hu : ContDiff ℝ ∞ u) (hv : ContDiff ℝ ∞ v)
(hup : ∀ z ∈ ball a R, (Δ u) z = -μ • u z)
(hvp : ∀ z ∈ ball b R, (Δ v) z = -μ • v z)
(hρ : 0 < ρ) (hρR : ρ < R) (hsmall : |μ| * ρ^2 < 1)
(hc : u a = v b) : ∀ r ∈ Icc 0 ρ, coeff u a 0 r = coeff v b 0 r := by
let f := fun r => coeff u a 0 r - coeff v b 0 r
let g := fun r => coeffDeriv u a 0 r - coeffDeriv v b 0 r
have hdf (r : ℝ) : HasDerivAt f (g r) r :=
(hasDerivAt_coeff_global hu a 0 r).sub (hasDerivAt_coeff_global hv b 0 r)
have hdg (r : ℝ) : DifferentiableAt ℝ g r :=
((hasDerivAt_coeffDeriv_global hu a 0 r).sub
(hasDerivAt_coeffDeriv_global hv b 0 r)).differentiableAt
have hz := radial_ode_zero (a:=(μ:ℂ)) hρ (by simpa only [Complex.norm_real,Real.norm_eq_abs] using hsmall)
(continuous_iff_continuousAt.mpr (fun r => (hdf r).continuousAt)).continuousOn
(continuous_iff_continuousAt.mpr (fun r => (hdg r).continuousAt)).continuousOn
(fun r _ => hdf r) (fun r hr => ?_) (by simp [f,coeff_center,hc])
(by simp [g,coeffDeriv_center])
· intro r hr
exact sub_eq_zero.mp (hz r hr)
· have hrR : r ∈ Ico 0 R := ⟨hr.1,hr.2.trans_lt hρR⟩
have h := (coeff_radial_ode hu hup hrR).sub (coeff_radial_ode hv hvp hrR)
simpa only [f,g,mul_sub,Pi.sub_apply] using! h
end StrictHotSpots.Helmholtz
end
end HelmholtzCircleMeanActualInteriorLayer
section HelmholtzRadialActualInteriorLayer
noncomputable section
open Set MeasureTheory Metric _root_.Complex _root_.OAI.Complex Filter Function Real
open scoped Topology ContDiff Laplacian
namespace StrictHotSpots.Helmholtz
def referenceReal (k : ℝ) (z : ℂ) : ℝ := Real.cos (k*z.re)
def referenceSin (k : ℝ) (z : ℂ) : ℝ := Real.sin (k*z.re)
def reference (μ : ℝ) (z : ℂ) : ℂ := referenceReal (Real.sqrt μ) z
lemma referenceReal_smooth (k : ℝ) : ContDiff ℝ ∞ (referenceReal k) :=
((k • Complex.reCLM).contDiff).cos
lemma referenceSin_smooth (k : ℝ) : ContDiff ℝ ∞ (referenceSin k) :=
((k • Complex.reCLM).contDiff).sin
lemma reference_smooth (μ : ℝ) : ContDiff ℝ ∞ (reference μ) :=
Complex.ofRealCLM.contDiff.comp (referenceReal_smooth _)
lemma fderiv_referenceReal (k : ℝ) (z : ℂ) :
fderiv ℝ (referenceReal k) z = (-referenceSin k z) • (k • Complex.reCLM) := by
exact ((k • Complex.reCLM).hasFDerivAt.cos).fderiv
lemma fderiv_referenceSin (k : ℝ) (z : ℂ) :
fderiv ℝ (referenceSin k) z = (referenceReal k z) • (k • Complex.reCLM) := by
exact ((k • Complex.reCLM).hasFDerivAt.sin).fderiv
lemma laplacian_referenceReal (k : ℝ) (z : ℂ) :
Δ (referenceReal k) z = -(k^2)*referenceReal k z := by
have hc : fderiv ℝ (referenceReal k) = fun y => (-referenceSin k y) • (k • Complex.reCLM) :=
funext (fderiv_referenceReal k)
rw [InnerProductSpace.laplacian_eq_iteratedFDeriv_complexPlane]
simp only [iteratedFDeriv_two_apply,Matrix.cons_val_zero,Matrix.cons_val_one,Matrix.cons_val_fin_one]
rw [hc, fderiv_smul_const (c := fun y : ℂ => -(referenceSin k y))
((referenceSin_smooth k).differentiable (by simp) z).neg (k • Complex.reCLM),
fderiv_fun_neg,fderiv_referenceSin]
simp
ring
lemma laplacian_reference {μ : ℝ} (hμ : 0 ≤ μ) (z : ℂ) :
Δ (reference μ) z = -μ • reference μ z := by
have hh : ContDiffAt ℝ 2 (referenceReal (Real.sqrt μ)) z := ((referenceReal_smooth (Real.sqrt μ)).of_le (show (2:ℕ∞ω) ≤ ∞ by decide)).contDiffAt
change Δ (Complex.ofRealCLM ∘ referenceReal (Real.sqrt μ)) z = _
rw [hh.laplacian_CLM_comp_left,Function.comp_apply,laplacian_referenceReal,Real.sq_sqrt hμ]
simp [reference,real_smul]
lemma reference_zero (μ : ℝ) : reference μ 0 = 1 := by
simp [reference,referenceReal]
lemma coeff_zero_eq_average (f : ℂ → ℂ) (a : ℂ) (r : ℝ) :
coeff f a 0 r = (2*Real.pi) • circleAverage f a r := by
simp only [coeff,weight_zero,one_mul,radial,circleAverage_def,smul_smul,
mul_inv_cancel₀ (mul_ne_zero two_ne_zero Real.pi_ne_zero),one_smul]
lemma mean_eq_reference {u : ℂ → ℂ} {a : ℂ} {R ρ μ : ℝ}
(hu : ContDiff ℝ ∞ u) (hμ : 0 ≤ μ)
(hup : ∀ z ∈ ball a R, (Δ u) z = -μ • u z)
(hρ : 0 < ρ) (hρR : ρ < R) (hsmall : |μ| * ρ^2 < 1)
{r : ℝ} (hr : r ∈ Icc 0 ρ) :
circleAverage u a r = u a * circleAverage (reference μ) 0 r := by
have hv : ContDiff ℝ ∞ (fun z => u a * reference μ z) := contDiff_const.mul (reference_smooth μ)
have hvp (z : ℂ) (_hz : z ∈ ball (0:ℂ) R) :
Δ (fun z => u a * reference μ z) z = -μ • (u a * reference μ z) := by
change Δ (u a • reference μ) z = _
rw [InnerProductSpace.laplacian_smul _ ((reference_smooth μ).of_le
(show (2:ℕ∞ω) ≤ ∞ by decide)).contDiffAt,laplacian_reference hμ]
simp only [smul_eq_mul,real_smul,Complex.ofReal_neg]
ring
have he := circle_mean_comparison hu hv hup hvp hρ hρR hsmall
(by simp only [reference_zero,mul_one]) r hr
have hcoeff : coeff (fun z => u a * reference μ z) 0 0 r = u a * coeff (reference μ) 0 0 r := by
simp only [coeff,weight_zero,one_mul,radial,intervalIntegral.integral_const_mul]
rw [hcoeff,coeff_zero_eq_average,coeff_zero_eq_average,real_smul,real_smul] at he
have hpi : ((2*Real.pi : ℝ):ℂ) ≠ 0 := by exact_mod_cast (mul_ne_zero two_ne_zero Real.pi_ne_zero)
apply mul_left_cancel₀ hpi
linear_combination he
open StrictHotSpots.Weyl
lemma radial_average_helmholtz {u : ℂ → ℂ} {a : ℂ} {R ρ μ : ℝ}
(hu : ContDiff ℝ ∞ u) (hμ : 0 ≤ μ)
(hup : ∀ z ∈ ball a R, (Δ u) z = -μ • u z)
(hρ : 0 < ρ) (hρR : ρ < R) (hsmall : |μ| * ρ^2 < 1) :
(∫ z, radialBump ρ z • u (a-z)) =
u a * (∫ z, radialBump ρ z • reference μ (-z)) := by
rw [← integral_const_mul]
rw [← Complex.integral_comp_polarCoord_symm,← Complex.integral_comp_polarCoord_symm]
change (∫ p in Ioi 0 ×ˢ Ioo (-Real.pi) Real.pi,
p.1 • (radialBump ρ (Complex.polarCoord.symm p) • u (a-Complex.polarCoord.symm p))) =
∫ p in Ioi 0 ×ˢ Ioo (-Real.pi) Real.pi,
p.1 • (u a * (radialBump ρ (Complex.polarCoord.symm p) • reference μ (-Complex.polarCoord.symm p)))
have hi₂ := (polar_bump_integrable hρ (reference_smooth μ).continuous (0:ℂ)).const_mul (u a)
have hi₂' : IntegrableOn (fun p : ℝ × ℝ => p.1 •
(u a * (radialBump ρ (Complex.polarCoord.symm p) • reference μ (-Complex.polarCoord.symm p))))
(Ioi 0 ×ˢ Ioo (-Real.pi) Real.pi) := by
simpa only [zero_sub,mul_smul_comm] using! hi₂
rw [Measure.volume_eq_prod]
rw [setIntegral_prod _ (by simpa only [Measure.volume_eq_prod] using polar_bump_integrable hρ hu.continuous a),
setIntegral_prod _ (by simpa only [Measure.volume_eq_prod] using hi₂')]
apply setIntegral_congr_fun measurableSet_Ioi
intro r hr
have hpol : ∀ θ, -Complex.polarCoord.symm (r,θ) = circleMap 0 (-r) θ := by
intro θ
simpa only [zero_sub] using polar_circle 0 r θ
simp_rw [radialBump_polar,polar_circle,hpol,integral_smul,integral_const_mul]
simp_rw [integral_smul]
by_cases hrρ : r < ρ
· rw [angle_integral,angle_integral,circleAverage_neg_radius,circleAverage_neg_radius,
mean_eq_reference hu hμ hup hρ hρR hsmall ⟨hr.le,hrρ.le⟩]
simp only [mul_smul_comm]
· have hzero : expNegInvGlue (ρ^2-r^2) = 0 := by
apply expNegInvGlue.zero_of_nonpos
have hr' : ρ ≤ r := le_of_not_gt hrρ
nlinarith
simp only [hzero,zero_smul,smul_zero,mul_zero]
end StrictHotSpots.Helmholtz
end
end HelmholtzRadialActualInteriorLayer
section HelmholtzRegularityActualInteriorLayer
noncomputable section
open Set MeasureTheory Metric _root_.Complex _root_.OAI.Complex Function Filter ContinuousLinearMap
open scoped Topology ContDiff Laplacian Convolution
namespace StrictHotSpots.Helmholtz
open StrictHotSpots.Weyl
lemma regularizing_coefficient_pos {μ ρ : ℝ} (hρ : 0 < ρ)
(hpos : ∀ z ∈ ball (0:ℂ) ρ, 0 < referenceReal (Real.sqrt μ) (-z)) :
0 < ∫ z, radialBump ρ z * referenceReal (Real.sqrt μ) (-z) := by
have hc : Continuous (fun z => radialBump ρ z * referenceReal (Real.sqrt μ) (-z)) :=
(radialBump_contDiff ρ).continuous.mul ((referenceReal_smooth _).continuous.comp continuous_neg)
have hcomp : HasCompactSupport (fun z => radialBump ρ z * referenceReal (Real.sqrt μ) (-z)) :=
(radialBump_compact hρ.le).mul_right
have hn (z : ℂ) : 0 ≤ radialBump ρ z * referenceReal (Real.sqrt μ) (-z) := by
by_cases hz : z ∈ ball (0:ℂ) ρ
· exact mul_nonneg (expNegInvGlue.nonneg _) (hpos z hz).le
· have hz' : ρ ≤ ‖z‖ := by simpa only [mem_ball,dist_zero_right,not_lt] using hz
rw [radialBump_zero hρ.le hz',zero_mul]
apply (integral_pos_iff_support_of_nonneg hn (hc.integrable_of_hasCompactSupport hcomp)).mpr
apply (measure_ball_pos volume (0:ℂ) hρ).trans_le
apply measure_mono
intro z hz
apply ne_of_gt
apply mul_pos _ (hpos z hz)
apply expNegInvGlue.pos_of_pos
have hz' : ‖z‖ < ρ := by simpa only [mem_ball,dist_zero_right] using hz
nlinarith [norm_nonneg z]
lemma exists_regularizing_radius (μ : ℝ) {R : ℝ} (hR : 0 < R) :
∃ ρ : ℝ, 0 < ρ ∧ ρ < R ∧ |μ| * ρ^2 < 1 ∧
0 < ∫ z, radialBump ρ z * referenceReal (Real.sqrt μ) (-z) := by
have hw : ∀ᶠ z : ℂ in 𝓝 0, 0 < referenceReal (Real.sqrt μ) (-z) := by
apply ((referenceReal_smooth _).continuous.comp continuous_neg).continuousAt.eventually
(eventually_gt_nhds (show (0:ℝ) < referenceReal (Real.sqrt μ) (-(0:ℂ)) by
simp [referenceReal]))
obtain ⟨r,hr,hrw⟩ := Metric.eventually_nhds_iff.mp hw
have he : ∀ᶠ s : ℝ in 𝓝 0, |μ| * s^2 < 1 := by
have hc : Continuous (fun s : ℝ => |μ| * s^2) := by fun_prop
exact hc.continuousAt.eventually (eventually_lt_nhds (by simp))
obtain ⟨ε,hε,hεw⟩ := Metric.eventually_nhds_iff.mp he
obtain ⟨ρ,hρ,hρmin⟩ := exists_between (lt_min hR (lt_min hr hε))
have hρR := hρmin.trans_le (min_le_left _ _)
have hρr := hρmin.trans_le ((min_le_right _ _).trans (min_le_left _ _))
have hρε := hρmin.trans_le ((min_le_right _ _).trans (min_le_right _ _))
refine ⟨ρ,hρ,hρR,hεw (by simpa only [dist_zero_right,Real.norm_eq_abs,abs_of_pos hρ] using hρε),?_⟩
apply regularizing_coefficient_pos hρ
intro z hz
apply hrw
exact (mem_ball.mp hz).trans hρr
lemma regularizing_coefficient_eq (μ ρ : ℝ) :
(∫ z, radialBump ρ z • reference μ (-z)) =
((∫ z, radialBump ρ z * referenceReal (Real.sqrt μ) (-z) : ℝ) : ℂ) := by
simp only [reference,real_smul,← Complex.ofReal_mul,integral_complex_ofReal]
theorem local_representative {u : ℂ → ℂ} {a : ℂ} {R μ : ℝ}
(hu : LocallyIntegrable u volume) (hR : 0 < R) (hμ : 0 ≤ μ)
(hpde : WeakEquation (ball a R) μ u) :
∃ f : ℂ → ℂ, ContDiff ℝ ∞ f ∧
∀ᵐ x ∂volume, x ∈ ball a (R/4) → f x = u x := by
obtain ⟨ρ,hρ,hρR,hsmall,hc⟩ := exists_regularizing_radius μ (show 0 < R/4 by positivity)
let φ := radialBump ρ
let c : ℝ := ∫ z, φ z * referenceReal (Real.sqrt μ) (-z)
have hc' : 0 < c := hc
have hφ : ContDiff ℝ ∞ φ := radialBump_contDiff _
have hcφ : HasCompactSupport φ := radialBump_compact hρ.le
let v := u ⋆[smulFlip] φ
have hv : ContDiff ℝ ∞ v := hcφ.contDiff_convolution_right _ hu hφ
refine ⟨fun x => c⁻¹ • v x,?_,?_⟩
· simpa only [Pi.smul_apply] using! (contDiff_const (c := c⁻¹)).smul hv
filter_upwards [smoothen_tendsto hu,smoothen_tendsto hv.continuous.locallyIntegrable] with x hx hxv
intro hxa
have he : ∀ᶠ n in atTop, smoothen v n x = c • smoothen u n x := by
filter_upwards [(tendsto_order.1 mollifier_radius_tendsto).2 (R/2) (by positivity)] with n hn
have hh : ∀ z ∈ ball x (R/4), Δ (smoothen u n) z = -μ • smoothen u n z := by
intro z hz
apply smoothen_PDE hu hpde n
rw [mem_ball] at hz hxa ⊢
have ht := dist_triangle z x a
linarith
calc
smoothen v n x = (smoothen u n ⋆[smulFlip] φ) x :=
(congrFun (convolution_shuffle hu (mollifier n).continuous_normed
(mollifier n).hasCompactSupport_normed hφ.continuous hcφ) x).symm
_ = c • smoothen u n x := by
rw [← convolution_flip]
change (∫ z, radialBump ρ z • smoothen u n (x-z)) = _
rw [radial_average_helmholtz (smoothen_contDiff hu n) hμ hh hρ hρR hsmall,
regularizing_coefficient_eq]
exact mul_comm _ _
have ht : Tendsto (fun n => smoothen v n x) atTop (𝓝 (c • u x)) :=
(hx.const_smul c).congr' (he.mono (fun _ h => h.symm))
have hvx : v x = c • u x := tendsto_nhds_unique hxv ht
rw [hvx,smul_smul,inv_mul_cancel₀ hc'.ne',one_smul]
theorem representative {u : ℂ → ℂ} {Ω : Set ℂ} (ho : IsOpen Ω)
(hu : LocallyIntegrable u volume) {μ : ℝ} (hμ : 0 ≤ μ) (hpde : WeakEquation Ω μ u) :
∃ f : ℂ → ℂ, ContDiffOn ℝ ∞ f Ω ∧ ∀ᵐ x ∂volume, x ∈ Ω → f x = u x := by
classical
have hball (x : Ω) : ∃ R : ℝ, 0 < R ∧ ball (x:ℂ) R ⊆ Ω :=
Metric.isOpen_iff.mp ho x x.property
choose R hR hRΩ using hball
choose f hf hfu using fun x : Ω => local_representative hu (hR x) hμ (hpde.mono (hRΩ x))
have hsmall (x : Ω) : ball (x:ℂ) (R x/4) ⊆ Ω :=
(ball_subset_ball (by linarith [hR x])).trans (hRΩ x)
have heq (x y : Ω) : EqOn (f x) (f y) (ball (x:ℂ) (R x/4) ∩ ball (y:ℂ) (R y/4)) := by
apply MeasureTheory.Measure.eqOn_open_of_ae_eq (μ := volume) _ (isOpen_ball.inter isOpen_ball)
(hf x).continuous.continuousOn (hf y).continuous.continuousOn
apply (ae_restrict_iff' (measurableSet_ball.inter measurableSet_ball)).mpr
filter_upwards [hfu x,hfu y] with z hx hy
intro hz
exact (hx hz.1).trans (hy hz.2).symm
let g : ℂ → ℂ := fun x => if hx : x ∈ Ω then f ⟨x,hx⟩ x else 0
have hgf (x : Ω) {z : ℂ} (hz : z ∈ ball (x:ℂ) (R x/4)) : g z = f x z := by
have hzΩ := hsmall x hz
dsimp only [g]
rw [dite_eq_left hzΩ]
exact heq ⟨z,hzΩ⟩ x ⟨mem_ball_self (by linarith [hR ⟨z,hzΩ⟩]),hz⟩
refine ⟨g,?_,?_⟩
· intro x hx
let x' : Ω := ⟨x,hx⟩
have he : g =ᶠ[𝓝 x] f x' := by
filter_upwards [ball_mem_nhds x (by linarith [hR x'] : 0 < R x'/4)] with z hz
exact hgf x' hz
exact ((hf x').contDiffAt.congr_of_eventuallyEq he).contDiffWithinAt
· obtain ⟨T,hT,hcover⟩ := (IsLindelof.of_coe (s := Ω)).elim_nhds_subcover'
(fun x hx => ball x (R ⟨x,hx⟩/4)) (fun x hx => ball_mem_nhds x (by linarith [hR ⟨x,hx⟩]))
have ha : ∀ᵐ z ∂volume, ∀ x ∈ T, z ∈ ball (x:ℂ) (R x/4) → f x z = u z :=
(eventually_countable_ball hT).mpr (fun x _ => hfu x)
filter_upwards [ha] with z hz
intro hzΩ
obtain ⟨x,hx,hzB⟩ := mem_iUnion₂.mp (hcover hzΩ)
exact (hgf x hzB).trans (hz x hx hzB)
end StrictHotSpots.Helmholtz
end
end HelmholtzRegularityActualInteriorLayer
noncomputable section
open Set MeasureTheory Filter Metric
open scoped ContDiff Laplacian Topology
namespace StrictHotSpots.Helmholtz
private def coord : ℂ ≃ₗᵢ[ℝ] Plane := Complex.orthonormalBasisOneI.repr
private def complexExtension (Ω : Set Plane) (u : Plane → ℝ) (z : ℂ) : ℂ :=
Complex.ofReal (Ω.indicator u (coord z))
private lemma complexExtension_integral (Ω : Set Plane) (hΩ : MeasurableSet Ω)
(u : Plane → ℝ) (ψ : ℂ → ℝ) :
(∫ z, ψ z • complexExtension Ω u z) =
Complex.ofReal (∫ x in Ω, u x * ψ (coord.symm x)) := by
have he : (fun z => ψ z • complexExtension Ω u z) =
(fun z => ((Ω.indicator (fun x => u x * ψ (coord.symm x))) (coord z) : ℂ)) := by
funext z
by_cases hz : coord z ∈ Ω
· simp [complexExtension,indicator_of_mem hz,Complex.real_smul,mul_comm]
· simp [complexExtension,indicator_of_notMem hz]
rw [he,integral_complex_ofReal,
coord.measurePreserving.integral_comp coord.toHomeomorph.measurableEmbedding,
integral_indicator hΩ]
private lemma complexExtension_integrable {Ω : Set Plane} {u : Plane → ℝ}
(hΩ : MeasurableSet Ω) (hu : IntegrableOn u Ω) :
Integrable (complexExtension Ω u) volume := by
have hi := (integrable_indicator_iff hΩ).mpr hu
have hj := coord.measurePreserving.integrable_comp_of_integrable hi
exact Complex.ofRealCLM.integrable_comp hj
private lemma complexExtension_weak {Ω : Set Plane} {μ : ℝ} {u : Plane → ℝ}
(hΩ : MeasurableSet Ω) (hp : PlaneWeakEquation Ω μ u) :
Helmholtz.WeakEquation (coord ⁻¹' Ω) μ (complexExtension Ω u) := by
intro φ hφ hc hs
have ht : ContDiff ℝ ∞ (φ ∘ coord.symm) :=
hφ.comp coord.symm.toContinuousLinearEquiv.contDiff
have htc : HasCompactSupport (φ ∘ coord.symm) := hc.comp_homeomorph coord.symm.toHomeomorph
have hts : tsupport (φ ∘ coord.symm) ⊆ Ω := by
change tsupport (φ ∘ coord.symm.toHomeomorph) ⊆ Ω
rw [tsupport_comp_eq_preimage φ coord.symm.toHomeomorph]
intro x hx
have h : coord (coord.symm x) ∈ Ω := hs hx
simpa only [coord.apply_symm_apply] using h
have h := hp _ ht htc hts
simp only [laplacian_comp_linearIsometryEquiv,Function.comp_apply] at h
rw [complexExtension_integral Ω hΩ u (Δ φ),complexExtension_integral Ω hΩ u φ,h]
simp
theorem plane_representative {Ω : Set Plane} {u : Plane → ℝ} {μ : ℝ}
(ho : IsOpen Ω) (hu : IntegrableOn u Ω) (hμ : 0 ≤ μ) (hp : PlaneWeakEquation Ω μ u) :
∃ f : Plane → ℝ, ContDiffOn ℝ ∞ f Ω ∧ ∀ᵐ x ∂volume.restrict Ω, f x = u x := by
obtain ⟨f,hf,hfu⟩ := representative (ho.preimage coord.continuous)
(complexExtension_integrable ho.measurableSet hu).locallyIntegrable hμ
(complexExtension_weak ho.measurableSet hp)
refine ⟨fun x => (f (coord.symm x)).re,?_,?_⟩
· exact Complex.reCLM.contDiff.comp_contDiffOn (hf.comp
coord.symm.toContinuousLinearEquiv.contDiff.contDiffOn
(fun x hx => by simpa only [mem_preimage,coord.apply_symm_apply] using hx))
· apply (ae_restrict_iff' ho.measurableSet).mpr
filter_upwards [coord.symm.measurePreserving.quasiMeasurePreserving.ae hfu] with x hx
intro hxm
have he := hx (show coord.symm x ∈ coord ⁻¹' Ω by simpa using hxm)
simpa only [complexExtension,coord.apply_symm_apply,indicator_of_mem hxm,Complex.ofReal_re] using congrArg Complex.re he
end StrictHotSpots.Helmholtz
section WeakEigenRegularityActualInteriorLayer
noncomputable section
open Set MeasureTheory Filter InnerProductSpace
open scoped ContDiff Topology
namespace StrictHotSpots
lemma HasH1Gradient.smooth_representative {Ω : Set Plane} {u f : Plane → ℝ} {g : Plane → Plane}
(ho : IsOpen Ω) (hu : HasH1Gradient Ω u g) (hf : ContDiffOn ℝ ∞ f Ω)
(he : f =ᵐ[volume.restrict Ω] u) :
g =ᵐ[volume.restrict Ω] gradient f ∧ HasH1Gradient Ω f (gradient f) := by
have hfu : HasH1Gradient Ω f g := hu.congr he.symm (EventuallyEq.refl _ _)
have hd : ContinuousOn (fderiv ℝ f) Ω := hf.continuousOn_fderiv_of_isOpen ho (by simp)
have hi (e : Plane) : ∀ᵐ x ∂volume.restrict Ω,
inner ℝ (g x) e - fderiv ℝ f x e = 0 := by
have hg := (hu.2.1.inner_const (𝕜 := ℝ) e).locallyIntegrable (by norm_num : (1:ENNReal) ≤ 2)
have hfD : LocallyIntegrableOn (fun x => (fderiv ℝ f x) e) Ω (volume.restrict Ω) :=
(hd.clm_apply continuousOn_const).locallyIntegrableOn ho.measurableSet
have ht := ho.ae_eq_zero_of_integral_contDiff_smul_eq_zero
((hg.locallyIntegrableOn Ω).sub hfD) (fun φ hφ hc hs => by
have h1 := hfu.2.2 φ hφ hc hs e
have h2 := integral_mul_test_fderiv ho hf hφ hc hs e
have hgi : Integrable (fun x => inner ℝ (g x) e * φ x) (volume.restrict Ω) :=
(hu.2.1.inner_const e).integrable_mul (test_memLp hφ hc)
have hdi : Integrable (fun x => fderiv ℝ f x e * φ x) (volume.restrict Ω) :=
(integrable_mul_test ho (hd.clm_apply continuousOn_const) hφ.continuous hc hs).integrableOn
simp only [smul_eq_mul,Pi.sub_apply,mul_sub]
rw [integral_sub (by simpa only [mul_comm] using hgi) (by simpa only [mul_comm] using hdi)]
simp_rw [mul_comm (φ _)]
linarith)
filter_upwards [ht,ae_restrict_mem ho.measurableSet] with x hx hxΩ
exact hx hxΩ
have hb : ∀ᵐ x ∂volume.restrict Ω, ∀ i : Fin 2,
inner ℝ (g x) (EuclideanSpace.basisFun (Fin 2) ℝ i) -
fderiv ℝ f x (EuclideanSpace.basisFun (Fin 2) ℝ i) = 0 :=
ae_all_iff.mpr fun i => hi _
have hg : g =ᵐ[volume.restrict Ω] gradient f := by
filter_upwards [hb] with x hx
have hz : g x - gradient f x = 0 := by
ext i
have hi : inner ℝ (g x - gradient f x) (EuclideanSpace.basisFun (Fin 2) ℝ i) = 0 := by
rw [inner_sub_left,inner_gradient_left]
exact hx i
simpa [EuclideanSpace.basisFun_apply,EuclideanSpace.inner_single_right] using hi
exact sub_eq_zero.mp hz
exact ⟨hg,hfu.congr (EventuallyEq.refl _ _) hg⟩
def InInteriorNeumannEigenspace (Ω : Set Plane) (u : Plane → ℝ) : Prop :=
ContDiffOn ℝ ∞ u Ω ∧ HasH1Gradient Ω u (gradient u) ∧
(∫ x in Ω, u x) = 0 ∧
∀ (v : Plane → ℝ) (g : Plane → Plane), HasH1Gradient Ω v g →
(∫ x in Ω, inner ℝ (gradient u x) (g x)) =
firstPositiveNeumannValue Ω * (∫ x in Ω, u x * v x)
lemma InFirstNeumannEigenspace.interior {Ω : Set Plane} {u : Plane → ℝ}
(hu : InFirstNeumannEigenspace Ω u) : InInteriorNeumannEigenspace Ω u :=
⟨hu.1.mono subset_closure,hu.2⟩
theorem weak_eigenfunction_representative {Ω : Set Plane} {u : Plane → ℝ} {g : Plane → Plane}
(ho : IsOpen Ω) (hb : Bornology.IsBounded Ω) (hu : HasH1Gradient Ω u g)
(hm : (∫ x in Ω, u x) = 0)
(hp : ∀ v k, HasH1Gradient Ω v k → (∫ x in Ω, inner ℝ (g x) (k x)) =
firstPositiveNeumannValue Ω * (∫ x in Ω, u x * v x)) :
∃ f : Plane → ℝ, InInteriorNeumannEigenspace Ω f ∧
f =ᵐ[volume.restrict Ω] u ∧ gradient f =ᵐ[volume.restrict Ω] g := by
let : IsFiniteMeasure (volume.restrict Ω) := isFiniteMeasure_restrict.mpr hb.measure_lt_top.ne
obtain ⟨f,hf,he⟩ := Helmholtz.plane_representative ho (hu.1.integrable (by norm_num))
(firstPositiveNeumannValue_nonneg Ω) (planeWeakEquation_of_euler ho hu hp)
obtain ⟨hg,hH⟩ := hu.smooth_representative ho hf he
refine ⟨f,⟨hf,hH,(integral_congr_ae he).trans hm,?_⟩,he,hg.symm⟩
intro v k hv
calc
(∫ x in Ω, inner ℝ (gradient f x) (k x)) = ∫ x in Ω, inner ℝ (g x) (k x) := by
apply integral_congr_ae
filter_upwards [hg] with x hx
rw [hx]
_ = firstPositiveNeumannValue Ω * (∫ x in Ω, u x * v x) := hp v k hv
_ = firstPositiveNeumannValue Ω * (∫ x in Ω, f x * v x) := by
congr 1
apply integral_congr_ae
filter_upwards [he] with x hx
rw [hx]
end StrictHotSpots
end
end WeakEigenRegularityActualInteriorLayer
section HodgeInteriorNullspaceActualInteriorLayer
noncomputable section
open Set MeasureTheory Filter
open scoped ContDiff InnerProductSpace Topology
namespace StrictHotSpots.Hodge
theorem vector_equality_interior {Ω : Set Plane} (ho : IsOpen Ω) (hne : Ω.Nonempty)
(hs : IsSimplyConnected Ω) (hb : Bornology.IsBounded Ω)
(hμ : 0 < firstPositiveNeumannValue Ω) {L : ℝ}
(hl : firstPositiveNeumannValue Ω < L)
(hD : ∀ j : H10 ho, L*‖H10.value ho j‖^2 ≤ ‖H10.grad ho j‖^2)
(X : V2 Ω) (F G : Lp ℝ 2 (volume.restrict Ω))
(hF : WeakNormalDiv X F) (hG : WeakCurl ho X G)
(hE : firstPositiveNeumannValue Ω * ‖X‖^2 = ‖F‖^2+‖G‖^2) :
∃ v : Plane → ℝ, InInteriorNeumannEigenspace Ω v ∧
gradient v =ᵐ[volume.restrict Ω] X ∧ G = 0 := by
obtain ⟨w,hw,hG0,he⟩ := vector_equality ho hne hs hb hμ hl hD X F G hF hG hE
have heuler : ∀ f g, HasH1Gradient Ω f g →
(∫ x in Ω, inner ℝ (N1.grad hb w x) (g x)) =
firstPositiveNeumannValue Ω * (∫ x in Ω, N1.value hb w x * f x) := by
intro f g hf
exact minimizer_euler hb
(ENNReal.toReal_pos (ho.measure_pos volume hne).ne' hb.measure_lt_top.ne)
(H1.hasH1Gradient w.val) hf (N1.mean_zero hb w)
(norm_minimizer_integral w.val he)
obtain ⟨v,hv,_hvw,hvg⟩ := weak_eigenfunction_representative ho hb
(H1.hasH1Gradient w.val) (N1.mean_zero hb w) heuler
exact ⟨v,hv,hw ▸ hvg,hG0⟩
theorem vector_equality_interior_pointwise {Ω : Set Plane} (ho : IsOpen Ω) (hne : Ω.Nonempty)
(hs : IsSimplyConnected Ω) (hb : Bornology.IsBounded Ω)
(hμ : 0 < firstPositiveNeumannValue Ω) {L : ℝ}
(hl : firstPositiveNeumannValue Ω < L)
(hD : ∀ j : H10 ho, L*‖H10.value ho j‖^2 ≤ ‖H10.grad ho j‖^2)
(X : V2 Ω) (F G : Lp ℝ 2 (volume.restrict Ω))
(hF : WeakNormalDiv X F) (hG : WeakCurl ho X G)
(hE : firstPositiveNeumannValue Ω * ‖X‖^2 = ‖F‖^2+‖G‖^2)
(Y : Plane → Plane) (hY : ContinuousOn Y Ω) (ha : X =ᵐ[volume.restrict Ω] Y) :
∃ v : Plane → ℝ, InInteriorNeumannEigenspace Ω v ∧ EqOn (gradient v) Y Ω := by
obtain ⟨v,hv,hvg,_⟩ := vector_equality_interior ho hne hs hb hμ hl hD X F G hF hG hE
refine ⟨v,hv,Measure.eqOn_open_of_ae_eq (hvg.trans ha) ho ?_ hY⟩
exact (InnerProductSpace.toDual ℝ Plane).symm.continuous.comp_continuousOn
(hv.1.continuousOn_fderiv_of_isOpen ho (by simp))
end StrictHotSpots.Hodge
end
end HodgeInteriorNullspaceActualInteriorLayer
end
end ActualInteriorEigenSupport
section ClosedNullGradient
noncomputable section
open Set MeasureTheory Filter
open scoped ContDiff InnerProductSpace ENNReal NNReal Topology
namespace StrictHotSpots.Conformal.ClosedDiskChart
open DiskH10 PlaneGreen Hodge
variable {Ω : Set Plane} (c : ClosedDiskChart Ω) (hΩ : AdmissibleDomain Ω)
variable (hμ : 0 < firstPositiveNeumannValue Ω)
variable {L : ℝ} (hl : firstPositiveNeumannValue Ω < L)
(hD : ∀ j : H10 hΩ.2.1, L*‖H10.value hΩ.2.1 j‖^2 ≤ ‖H10.grad hΩ.2.1 j‖^2)
include c
theorem lipschitzMultipliedGradient_closed {u : Plane → ℝ}
(hu : InFirstNeumannEigenspace Ω u) {b : Plane → ℝ} {B : ℝ≥0}
(hb : LipschitzWith B b) :
∃ Y : Plane → Plane, ContinuousOn Y (closure Ω) ∧
EqOn Y (fun x => b x • closedGradient Ω u x) (frontier Ω) ∧
(vectorValue (lipschitzMultipliedGradient hΩ hμ hl hD hu hb) : Plane → Plane)
=ᵐ[volume.restrict Ω] Y := by
let _ : IsFiniteMeasure c.potential := c.potential_finite hΩ.2.2.1
let w (i : Fin 2) (x : Plane) := fderivWithin ℝ u (closure Ω) x (Hodge.e i)
have hw (i : Fin 2) : ContDiffOn ℝ ∞ (w i) (closure Ω) :=
closure_directional_smooth hΩ.2.1 hΩ.2.2.2.2 hu.1 (Hodge.e i)
let f (i : Fin 2) := c.multiplierTrace hb (w i) (hw i).continuousOn
obtain ⟨A,hA⟩ : ∃ A : Fin 2 → ℝ, ∀ i s, ‖f i s‖ ≤ A i := by
have hh (i : Fin 2) : ∃ a : ℝ, ∀ s, ‖f i s‖ ≤ a := by
obtain ⟨a,_,ha⟩ := boundary_continuous_bound (f i).continuous
exact ⟨a,ha⟩
exact Classical.skolem.mp hh
let S (i : Fin 2) := boundaryClosedSolution c.densityBound_ne_top (c.density_bound hμ.le) (f i) (hA i)
have hSc (i : Fin 2) : ContinuousOn (S i) (closure disk) := by
obtain ⟨D,hD⟩ := c.multiplierTrace_lipschitz hΩ hb (hw i)
exact boundaryClosedSolution_continuousOn _ _ (f i) hD (hA i)
let Y (x : Plane) := S 0 (c.G x) • Hodge.e 0 + S 1 (c.G x) • Hodge.e 1
have hY : ContinuousOn Y (closure Ω) := by
exact ((hSc 0).comp c.inverse_lipschitz.continuous.continuousOn c.inverse_maps_closed).smul continuousOn_const |>.add
(((hSc 1).comp c.inverse_lipschitz.continuous.continuousOn c.inverse_maps_closed).smul continuousOn_const)
have hae (i : Fin 2) :
(H1.value (lipschitzMultipliedGradient hΩ hμ hl hD hu hb i) : Plane → ℝ)
=ᵐ[volume.restrict Ω] (S i) ∘ c.G :=
c.physical_lipschitzMul_closed_ae hΩ hμ hl hD (hw i) hb (hA i)
refine ⟨Y,hY,?_,?_⟩
· intro x hx
have hxD := c.inverse_maps_boundary hx
have hnorm : ‖c.G x‖ = 1 := by
simpa only [disk,frontier_ball (0:Plane) (by norm_num : (1:ℝ) ≠ 0),
Metric.mem_sphere,dist_zero_right] using hxD
let s : Boundary := ⟨c.G x,hnorm⟩
have he (i : Fin 2) : S i (c.G x) = b x*w i x := by
change S i s = _
rw [show S i s = f i s from boundaryClosedSolution_trace _ _ (f i) (hA i) s]
change b (c.F (c.G x))*w i (c.F (c.G x)) = _
rw [c.right_inverse x hx.1]
have hwc (i : Fin 2) : w i x = Hodge.c i (closedGradient Ω u x) := by
exact InnerProductSpace.toDual_symm_apply.symm
change S 0 (c.G x) • Hodge.e 0 + S 1 (c.G x) • Hodge.e 1 = _
rw [he 0,he 1,hwc 0,hwc 1,mul_smul,mul_smul,← smul_add,expand]
· filter_upwards [vectorValue_ae (lipschitzMultipliedGradient hΩ hμ hl hD hu hb),hae 0,hae 1]
with x hx h0 h1
exact hx.trans (congrArg₂ (fun a b : ℝ => a • Hodge.e 0+b • Hodge.e 1) h0 h1)
theorem lipschitzMultipliedGradient_null {u : Plane → ℝ}
(hu : InFirstNeumannEigenspace Ω u) {b : Plane → ℝ} {B : ℝ≥0}
(hb : LipschitzWith B b)
(hz : vectorForm (firstPositiveNeumannValue Ω)
(lipschitzMultipliedGradient hΩ hμ hl hD hu hb)
(lipschitzMultipliedGradient hΩ hμ hl hD hu hb) = 0) :
∃ (v : Plane → ℝ) (Y : Plane → Plane), InInteriorNeumannEigenspace Ω v ∧
ContinuousOn Y (closure Ω) ∧ EqOn (gradient v) Y Ω ∧
EqOn Y (fun x => b x • closedGradient Ω u x) (frontier Ω) := by
obtain ⟨Y,hY,ht,hae⟩ := c.lipschitzMultipliedGradient_closed hΩ hμ hl hD hu hb
let X := lipschitzMultipliedGradient hΩ hμ hl hD hu hb
have hE : firstPositiveNeumannValue Ω * ‖vectorValue X‖^2 =
‖divergenceL X‖^2 + ‖curlL X‖^2 := by
change vectorForm (firstPositiveNeumannValue Ω) X X = 0 at hz
simp only [vectorForm,real_inner_self_eq_norm_sq] at hz
linarith
obtain ⟨v,hv,he⟩ := vector_equality_interior_pointwise hΩ.2.1 hΩ.1 hΩ.2.2.2.1
hΩ.2.2.1 hμ hl hD (vectorValue X) (divergenceL X) (curlL X)
(lipschitzMultipliedGradient_tangent hΩ hμ hl hD hu hb)
(partialL_test_curl hΩ.2.1 X) hE Y (hY.mono subset_closure) hae
exact ⟨v,Y,hv,hY,he,ht⟩
end StrictHotSpots.Conformal.ClosedDiskChart
end
end ClosedNullGradient
section ClosedEigenRepresentative
noncomputable section
open Set MeasureTheory Filter Metric
open scoped ContDiff InnerProductSpace Topology NNReal
namespace StrictHotSpots
lemma InInteriorNeumannEigenspace.congr_on {Ω : Set Plane} (ho : IsOpen Ω)
{u v : Plane → ℝ} (hu : InInteriorNeumannEigenspace Ω u) (he : EqOn u v Ω) :
InInteriorNeumannEigenspace Ω v := by
have hg : EqOn (gradient u) (gradient v) Ω := by
intro x hx
unfold gradient
rw [(show u =ᶠ[𝓝 x] v from eventually_of_mem (ho.mem_nhds hx) (fun y hy => he hy)).fderiv_eq]
have hae : u =ᵐ[volume.restrict Ω] v := (ae_restrict_iff' ho.measurableSet).mpr (Eventually.of_forall he)
have hgae : gradient u =ᵐ[volume.restrict Ω] gradient v :=
(ae_restrict_iff' ho.measurableSet).mpr (Eventually.of_forall hg)
refine ⟨hu.1.congr he.symm,hu.2.1.congr hae hgae,(integral_congr_ae hae).symm.trans hu.2.2.1,?_⟩
intro f g hf
calc
_ = ∫ x in Ω, ⟪gradient u x, g x⟫_ℝ := by
apply integral_congr_ae
filter_upwards [hgae] with x hx
rw [hx]
_ = _ := hu.2.2.2 f g hf
_ = _ := by
congr 1
apply integral_congr_ae
filter_upwards [hae] with x hx
rw [hx]
namespace Conformal.ClosedDiskChart
open DiskH10
variable {Ω : Set Plane} (c : ClosedDiskChart Ω)
include c
theorem exists_lipschitz_potential (hb : Bornology.IsBounded Ω)
{v : Plane → ℝ} (hv : ContDiffOn ℝ ∞ v Ω) {Y : Plane → Plane}
(hY : ContinuousOn Y (closure Ω)) (he : EqOn (gradient v) Y Ω) :
∃ (V : Plane → ℝ) (A : ℝ≥0), LipschitzWith A V ∧ EqOn v V Ω := by
obtain ⟨M,hM⟩ := hb.isCompact_closure.exists_bound_of_continuousOn hY
let A : ℝ≥0 := ⟨c.bound * max M 0,mul_nonneg c.bound_pos.le (le_max_right _ _)⟩
have hd : ∀ x ∈ disk, DifferentiableAt ℝ (c.pullDatum v) x := fun x hx =>
((c.pullDatum_smooth hv).differentiableOn (by simp) x hx).differentiableAt (isOpen_ball.mem_nhds hx)
have hbound (x : Plane) (hx : x ∈ disk) : ‖fderiv ℝ (c.pullDatum v) x‖₊ ≤ A := by
change ‖fderiv ℝ (c.pullDatum v) x‖ ≤ c.bound * max M 0
have hn : ‖gradient (c.pullDatum v) x‖ = ‖fderiv ℝ (c.pullDatum v) x‖ := by
simp only [gradient,LinearIsometryEquiv.norm_map]
rw [← hn,c.pullDatum_grad_norm (hv.differentiableOn (by simp)) hx,
he (c.diskMap.map_source hx)]
exact mul_le_mul (c.bounded_deriv x (c.source_eq.symm ▸ hx))
((hM _ (subset_closure (c.diskMap.map_source hx))).trans (le_max_left _ _))
(norm_nonneg _) c.bound_pos.le
have hLip : LipschitzOnWith A (c.pullDatum v) disk :=
(convex_ball (0:Plane) 1).lipschitzOnWith_of_nnnorm_fderiv_le hd hbound
obtain ⟨f,hf,hef⟩ := hLip.extend_real
refine ⟨f ∘ c.G,A*c.InvLip,hf.comp c.inverse_lipschitz,?_⟩
intro x hx
have hG : c.G x ∈ disk := by
rw [← c.diskMap_inverse_agrees hx]
exact c.diskMap.map_target hx
have hh := hef hG
change v (c.F (c.G x)) = f (c.G x) at hh
exact (congrArg v (c.right_inverse x (subset_closure hx))).symm.trans hh
theorem null_eigenfunction_lipschitz (ho : IsOpen Ω) (hb : Bornology.IsBounded Ω)
{v : Plane → ℝ} (hv : InInteriorNeumannEigenspace Ω v) {Y : Plane → Plane}
(hY : ContinuousOn Y (closure Ω)) (he : EqOn (gradient v) Y Ω) :
∃ (V : Plane → ℝ) (A : ℝ≥0), LipschitzWith A V ∧
InInteriorNeumannEigenspace Ω V ∧ EqOn (gradient V) Y Ω := by
obtain ⟨V,A,hV,hvV⟩ := c.exists_lipschitz_potential hb hv.1 hY he
refine ⟨V,A,hV,hv.congr_on ho hvV,?_⟩
intro x hx
have hg : gradient V x = gradient v x := by
unfold gradient
rw [(show V =ᶠ[𝓝 x] v from eventually_of_mem (ho.mem_nhds hx) (fun y hy => (hvV hy).symm)).fderiv_eq]
exact hg.trans (he hx)
end Conformal.ClosedDiskChart
end StrictHotSpots
end
end ClosedEigenRepresentative
section PhysicalCoordinateNull
noncomputable section
open Set MeasureTheory Filter Metric Function
open scoped ENNReal NNReal Topology InnerProductSpace
namespace StrictHotSpots.Conformal.ClosedDiskChart
open PlaneGreen DiskH10 Hodge HilbertMultipliers
variable {Ω : Set Plane} (c : ClosedDiskChart Ω)
theorem coordinate_null_trace (hΩ : AdmissibleDomain Ω)
{u : Plane → ℝ} (hu : InFirstNeumannEigenspace Ω u) (hne : ∃ x ∈ Ω, u x ≠ 0)
(p : disk) (hz : gradient u (c.F p) = 0) [IsFiniteMeasure c.potential]
{H ι : Type*} [NormedAddCommGroup H] [InnerProductSpace ℝ H] [Countable ι]
(e : HilbertBasis ι ℝ H) {b : Boundary → H} {B : ℝ≥0} (hb : LipschitzWith B b)
(hid : ∀ s t, ‖b s-b t‖^2 = fullDistanceKernel c.densityBound_ne_top
(c.density_bound (firstPositiveNeumannValue_pos_of_eigenfunction hΩ hu hne).le) p s t) :
∀ i, ∃ (v : Plane → ℝ) (Y : Plane → Plane), InInteriorNeumannEigenspace Ω v ∧
ContinuousOn v (closure Ω) ∧ ContinuousOn Y (closure Ω) ∧ EqOn (gradient v) Y Ω ∧
∀ s : Boundary, Y (c.F s) = inner ℝ (e i) (b s) • closedGradient Ω u (c.F s) := by
let _ : IsFiniteMeasure c.potential := c.potential_finite hΩ.2.2.1
have hμ := firstPositiveNeumannValue_pos_of_eigenfunction hΩ hu hne
obtain ⟨L,_hL,hl,hD⟩ := H10.subcritical hΩ.2.1 hΩ.1 hΩ.2.2.1
have hext (i : ι) := c.boundary_scalar_extension (coordinate_lipschitz e hb i)
choose f A hf ht using hext
let X (i : ι) := lipschitzMultipliedGradient hΩ hμ hl hD hu (hf i)
let E (i : ι) := vectorForm (firstPositiveNeumannValue Ω) (X i) (X i)
have hE (i : ι) : E i = (1/2:ℝ)*∫ z : Boundary × Boundary,
fullBoundaryN c.densityBound_ne_top (c.density_bound hμ.le) z.1 z.2 *
(inner ℝ (e i) (b z.1-b z.2))^2 *
inner ℝ (closedGradient Ω u (c.F z.1)) (closedGradient Ω u (c.F z.2))
∂boundaryMeasure.prod boundaryMeasure := by
rw [show E i = _ from c.lipschitz_multiplier_kernel hΩ hu hμ hl hD (hf i)]
congr 1
apply integral_congr_ae
exact Eventually.of_forall fun z => by
simp only [fullBoundaryN_eq,inner_sub_right,ht]
have hsum := full_embedding_coordinate_sum c.densityBound_ne_top (c.density_bound hμ.le) e p
(c.operator_norm_lt_one hΩ.2.2.1 hΩ.1 hμ) hb.continuous hid (c.closedGradient_trace_continuous hΩ hu)
have hzero := c.boundary_gradient_integral_zero hΩ hu hne p hz
rw [hzero,norm_zero,zero_pow (by norm_num : 2 ≠ 0),mul_zero] at hsum
have hs : HasSum E 0 := by
convert hsum using 1
exact funext hE
have hzE (i : ι) : E i = 0 := nonnegative_coordinate_energy_zero hs
(fun i => lipschitzMultipliedGradient_nonneg hΩ hu hμ hl hD (hf i)) i
intro i
obtain ⟨v,Y,hv,hY,hvY,hYt⟩ := c.lipschitzMultipliedGradient_null hΩ hμ hl hD hu (hf i) (hzE i)
obtain ⟨V,D,hV,hVE,hVY⟩ := c.null_eigenfunction_lipschitz hΩ.2.1 hΩ.2.2.1 hv hY hvY
refine ⟨V,Y,hVE,hV.continuous.continuousOn,hY,hVY,?_⟩
intro s
rw [hYt (c.maps_boundary (by simpa only [disk,frontier_ball (0:Plane) (by norm_num : (1:ℝ) ≠ 0),mem_sphere_zero_iff_norm] using s.property))]
simp only [ht]
end StrictHotSpots.Conformal.ClosedDiskChart
end
end PhysicalCoordinateNull
section ClosedEigenAlgebra
noncomputable section
open Set Filter MeasureTheory
open scoped ContDiff Topology InnerProductSpace
namespace StrictHotSpots
lemma InInteriorNeumannEigenspace.differentiableAt {Ω : Set Plane} {u : Plane → ℝ}
(hu : InInteriorNeumannEigenspace Ω u) (ho : IsOpen Ω) {x : Plane} (hx : x ∈ Ω) :
DifferentiableAt ℝ u x :=
((hu.1 x hx).contDiffAt (ho.mem_nhds hx)).differentiableAt (by simp)
lemma gradient_add_at {u v : Plane → ℝ} {x : Plane}
(hu : DifferentiableAt ℝ u x) (hv : DifferentiableAt ℝ v x) :
gradient (u+v) x = gradient u x + gradient v x := by
simp only [gradient,(hu.hasFDerivAt.add hv.hasFDerivAt).fderiv,map_add]
lemma gradient_smul_at {u : Plane → ℝ} {x : Plane}
(hu : DifferentiableAt ℝ u x) (a : ℝ) : gradient (a • u) x = a • gradient u x := by
simp only [gradient,(hu.hasFDerivAt.const_smul a).fderiv,map_smul]
lemma InInteriorNeumannEigenspace.add {Ω : Set Plane} {u v : Plane → ℝ}
(hu : InInteriorNeumannEigenspace Ω u) (hv : InInteriorNeumannEigenspace Ω v)
(ho : IsOpen Ω) (hb : Bornology.IsBounded Ω) : InInteriorNeumannEigenspace Ω (u+v) := by
let : IsFiniteMeasure (volume.restrict Ω) := isFiniteMeasure_restrict.mpr hb.measure_lt_top.ne
have hgrad : (gradient u+gradient v) =ᵐ[volume.restrict Ω] gradient (u+v) :=
(ae_restrict_iff' ho.measurableSet).mpr (Eventually.of_forall fun x hx =>
(gradient_add_at (hu.differentiableAt ho hx) (hv.differentiableAt ho hx)).symm)
refine ⟨hu.1.add hv.1,(hu.2.1.add hv.2.1).congr (EventuallyEq.refl _ _) hgrad,?_,?_⟩
· simp only [Pi.add_apply]
rw [integral_add]
· rw [hu.2.2.1,hv.2.2.1,add_zero]
· exact hu.2.1.1.integrable (by norm_num)
· exact hv.2.1.1.integrable (by norm_num)
· intro w g hw
calc
(∫ x in Ω, inner ℝ (gradient (u+v) x) (g x)) =
∫ x in Ω, inner ℝ (gradient u x + gradient v x) (g x) := by
apply integral_congr_ae
filter_upwards [hgrad] with x hx
rw [← hx]
rfl
_ = (∫ x in Ω, inner ℝ (gradient u x) (g x)) +
(∫ x in Ω, inner ℝ (gradient v x) (g x)) := by
simp only [inner_add_left]
exact integral_add (integrable_inner_of_memLp hu.2.1.2.1 hw.2.1)
(integrable_inner_of_memLp hv.2.1.2.1 hw.2.1)
_ = firstPositiveNeumannValue Ω * (∫ x in Ω, u x*w x) +
firstPositiveNeumannValue Ω * (∫ x in Ω, v x*w x) := by
rw [hu.2.2.2 w g hw,hv.2.2.2 w g hw]
_ = firstPositiveNeumannValue Ω * (∫ x in Ω, (u+v) x*w x) := by
simp only [Pi.add_apply,add_mul]
have hiu : Integrable (fun x => u x*w x) (volume.restrict Ω) := hu.2.1.1.integrable_mul hw.1
have hiv : Integrable (fun x => v x*w x) (volume.restrict Ω) := hv.2.1.1.integrable_mul hw.1
rw [integral_add hiu hiv,mul_add]
lemma InInteriorNeumannEigenspace.smul {Ω : Set Plane} {u : Plane → ℝ}
(hu : InInteriorNeumannEigenspace Ω u) (ho : IsOpen Ω) (a : ℝ) :
InInteriorNeumannEigenspace Ω (a • u) := by
have hgrad : (a • gradient u) =ᵐ[volume.restrict Ω] gradient (a • u) :=
(ae_restrict_iff' ho.measurableSet).mpr (Eventually.of_forall fun x hx =>
(gradient_smul_at (hu.differentiableAt ho hx) a).symm)
refine ⟨hu.1.const_smul a,(hu.2.1.smul a).congr (EventuallyEq.refl _ _) hgrad,?_,?_⟩
· simp only [Pi.smul_apply,smul_eq_mul,integral_const_mul,hu.2.2.1,mul_zero]
· intro w g hw
calc
(∫ x in Ω, inner ℝ (gradient (a • u) x) (g x)) =
∫ x in Ω, inner ℝ (a • gradient u x) (g x) := by
apply integral_congr_ae
filter_upwards [hgrad] with x hx
rw [← hx]
rfl
_ = a * (∫ x in Ω, inner ℝ (gradient u x) (g x)) := by
simp only [real_inner_smul_left,integral_const_mul]
_ = firstPositiveNeumannValue Ω * (∫ x in Ω, (a • u) x*w x) := by
rw [hu.2.2.2 w g hw]
simp only [Pi.smul_apply,smul_eq_mul,mul_assoc,integral_const_mul]
ring
lemma InInteriorNeumannEigenspace.zero (Ω : Set Plane) : InInteriorNeumannEigenspace Ω 0 := by
have hg : gradient (0 : Plane → ℝ) = 0 := by
ext x
simp [gradient]
refine ⟨contDiffOn_const,?_,by simp,?_⟩
· rw [hg]
refine ⟨MemLp.zero,MemLp.zero,?_⟩
intro φ _ _ _ e
simp
· intro w g hw
simp only [hg,Pi.zero_apply,inner_zero_left,zero_mul,integral_zero,mul_zero]
abbrev ClosedEigenJet (Ω : Set Plane) := ((closure Ω) → ℝ) × ((closure Ω) → Plane)
def closedEigenJet (Ω : Set Plane) (v : Plane → ℝ) (Y : Plane → Plane) : ClosedEigenJet Ω :=
(fun x => v x, fun x => Y x)
def closedEigenSpace (Ω : Set Plane) (ho : IsOpen Ω) (hb : Bornology.IsBounded Ω) :
Submodule ℝ (ClosedEigenJet Ω) where
carrier := {J | ∃ v Y, InInteriorNeumannEigenspace Ω v ∧ ContinuousOn v (closure Ω) ∧
ContinuousOn Y (closure Ω) ∧ EqOn (gradient v) Y Ω ∧ closedEigenJet Ω v Y = J}
zero_mem' := by
refine ⟨0,0,InInteriorNeumannEigenspace.zero Ω,continuousOn_const,continuousOn_const,?_,rfl⟩
intro x hx
simp [gradient]
add_mem' := by
rintro J K ⟨u,Y,hu,huc,hY,huY,rfl⟩ ⟨v,Z,hv,hvc,hZ,hvZ,rfl⟩
refine ⟨u+v,Y+Z,hu.add hv ho hb,huc.add hvc,hY.add hZ,?_,rfl⟩
intro x hx
rw [gradient_add_at (hu.differentiableAt ho hx) (hv.differentiableAt ho hx),huY hx,hvZ hx]
rfl
smul_mem' := by
rintro a J ⟨u,Y,hu,huc,hY,huY,rfl⟩
refine ⟨a • u,a • Y,hu.smul ho a,huc.const_smul a,hY.const_smul a,?_,rfl⟩
intro x hx
rw [gradient_smul_at (hu.differentiableAt ho hx) a,huY hx]
rfl
lemma closedEigenJet_eq_zero_of_eqOn {Ω : Set Plane} (ho : IsOpen Ω)
{v : Plane → ℝ} {Y : Plane → Plane} (hv : ContinuousOn v (closure Ω))
(hY : ContinuousOn Y (closure Ω)) (he : EqOn (gradient v) Y Ω)
(hz : EqOn v 0 Ω) : closedEigenJet Ω v Y = 0 := by
have hzc := hz.of_subset_closure hv continuousOn_const subset_closure (Subset.refl _)
have hgz : EqOn Y 0 Ω := by
intro x hx
rw [← he hx]
unfold gradient
rw [(show v =ᶠ[𝓝 x] 0 from eventually_of_mem (ho.mem_nhds hx) (fun y hy => hz hy)).fderiv_eq]
simp
have hgc := hgz.of_subset_closure hY continuousOn_const subset_closure (Subset.refl _)
exact Prod.ext (funext fun x => hzc x.property) (funext fun x => hgc x.property)
lemma closedEigenJet_nonzero_interior {Ω : Set Plane} (ho : IsOpen Ω)
{v : Plane → ℝ} {Y : Plane → Plane} (hv : ContinuousOn v (closure Ω))
(hY : ContinuousOn Y (closure Ω)) (he : EqOn (gradient v) Y Ω)
(hn : closedEigenJet Ω v Y ≠ 0) : ∃ x ∈ Ω, v x ≠ 0 := by
by_contra! h
exact hn (closedEigenJet_eq_zero_of_eqOn ho hv hY he h)
end StrictHotSpots
end
end ClosedEigenAlgebra
end OAI