import OAI.Analysis.AllenCahn.Barriers namespace OAI noncomputable section namespace DeGiorgi open scoped ContDiff open Filter Topology lemma diffuseDefect_barrier_lower {n : ℕ} {v : Space n → ℝ} (hv : ContDiff ℝ ∞ v) (hi : ∀ x, v x ∈ Set.Ioo (-1 : ℝ) 1) (hAC : AllenCahn v) (hp : ∀ x, 0 < diffuseDefect v x) {κ : ℝ} (hκ : 2 * Real.sqrt 2 < κ) (y x : Space n) : (diffuseDefect v y * Real.exp (-relativeDefectConstant n * sharpDefectRadius n κ)) * radialBarrier κ x ≤ diffuseDefect v (y + x) := by let R := sharpDefectRadius n κ let C := relativeDefectConstant n let A := diffuseDefect v y * Real.exp (-C * R) let f := fun z : Space n => A * radialBarrier κ z let g := fun z : Space n => diffuseDefect v (y + z) have hAp : 0 < A := mul_pos (hp y) (Real.exp_pos _) have hk : 0 < κ := lt_trans (by positivity) hκ have hC : 0 < C := relativeDefectConstant_pos n have hs := diffuseDefect_smooth hv hi have hbs := smooth_C2 (radialBarrier_smooth n κ) have hfs : ContDiff ℝ 2 f := contDiff_const.mul hbs have hgs : ContDiff ℝ 2 g := (smooth_C2 hs).comp (contDiff_const.add contDiff_id) have hgder (z : Space n) : fderiv ℝ g z = fderiv ℝ (diffuseDefect v) (y + z) := by have H := (hs.differentiable (by simp) (y+z)).hasFDerivAt.comp z ((hasFDerivAt_const y z).add (hasFDerivAt_id z)) simpa only [g, Function.comp_def, zero_add, ContinuousLinearMap.comp_id] using H.fderiv have hglap (z : Space n) : Laplacian.laplacian g z = Laplacian.laplacian (diffuseDefect v) (y + z) := laplacian_translate (smooth_C2 hs) y z have hg0 (z : Space n) : 0 ≤ g z := (hp (y+z)).le have hdecay : Tendsto f (Bornology.cobounded (Space n)) (𝓝 0) := by have H := (radialBarrier_decay (n := n) hk).const_mul A simpa only [mul_zero] using H have hinner (z : Space n) (hz : ‖z‖ ≤ R) : f z ≤ g z := by have H := diffuseDefect_exp_comparison_crude hv hi hAC hp (y+z) y have he : y - (y + z) = -z := by abel rw [he, norm_neg] at H have hex : Real.exp (C * ‖z‖) ≤ Real.exp (C * R) := Real.exp_le_exp.mpr (mul_le_mul_of_nonneg_left hz hC.le) have HH : diffuseDefect v y ≤ Real.exp (C * R) * g z := H.trans (mul_le_mul_of_nonneg_right hex (hg0 z)) have HA : A ≤ g z := by have He := mul_le_mul_of_nonneg_left HH (Real.exp_pos (-C*R)).le have Hexp : Real.exp (-C*R) * Real.exp (C*R) = 1 := by rw [← Real.exp_add] have hh : -C * R + C * R = 0 := by ring rw [hh, Real.exp_zero] dsimp [A] nlinarith [He, Hexp] have hb1 : radialBarrier κ z ≤ 1 := by change Real.exp (-κ * smoothRadius z) ≤ 1 exact Real.exp_le_one_iff.mpr (by nlinarith [smoothRadius_pos z]) exact (mul_le_of_le_one_right hAp.le hb1).trans HA have hsub (z : Space n) (hz : R < ‖z‖) : -Laplacian.laplacian f z + fderiv ℝ f z (diffuseDrift v (y+z)) + defectPotential v (y+z) * f z < 0 := by have H := mul_neg_of_pos_of_neg hAp (radialBarrier_defect_subsolution (smooth_C2 hv) hi hAC hκ y z hz) dsimp only [f] rw [laplacian_fun_const_mul hbs, fderiv_const_mul (hbs.differentiable (by norm_num) z), smul_apply, smul_eq_mul] nlinarith have hsuper (z : Space n) : 0 ≤ -Laplacian.laplacian g z + fderiv ℝ g z (diffuseDrift v (y+z)) + defectPotential v (y+z) * g z := by rw [hglap, hgder] have H := diffuseDefect_drift_eq_source hv hi hAC (y+z) have H0 : 0 ≤ hessianSquare v (y+z) := by dsimp [hessianSquare]; positivity dsimp only [defectSource] at H change 0 ≤ -Laplacian.laplacian (diffuseDefect v) (y+z) + fderiv ℝ (diffuseDefect v) (y+z) (diffuseDrift v (y+z)) + defectPotential v (y+z) * diffuseDefect v (y+z) linarith exact exterior_comparison hfs hgs (fun z => diffuseDrift v (y+z)) (fun z => defectPotential v (y+z)) R (fun z => defectPotential_nonneg hi (y+z)) hg0 hdecay hinner hsub hsuper x def sharpDefectConstant (n : ℕ) (γ : ℝ) : ℝ := Real.exp (relativeDefectConstant n * sharpDefectRadius n (2 * Real.sqrt 2 + γ) + (2 * Real.sqrt 2 + γ)) theorem diffuseDefect_exponential_comparison {n : ℕ} {v : Space n → ℝ} (hv : ContDiff ℝ ∞ v) (hi : ∀ x, v x ∈ Set.Ioo (-1 : ℝ) 1) (hAC : AllenCahn v) (hp : ∀ x, 0 < diffuseDefect v x) {γ : ℝ} (hγ : 0 < γ) (y z : Space n) : diffuseDefect v y ≤ sharpDefectConstant n γ * Real.exp ((2 * Real.sqrt 2 + γ) * ‖y - z‖) * diffuseDefect v z := by let κ := 2 * Real.sqrt 2 + γ let C := relativeDefectConstant n let R := sharpDefectRadius n κ have hκ : 2 * Real.sqrt 2 < κ := by dsimp [κ]; linarith have hk : 0 < κ := lt_trans (by positivity) hκ have H := diffuseDefect_barrier_lower hv hi hAC hp hκ y (z-y) have he : y + (z-y) = z := by abel rw [he] at H have Hexp : Real.exp (C * R + κ * smoothRadius (z-y)) * (Real.exp (-C * R) * radialBarrier κ (z-y)) = 1 := by dsimp [radialBarrier] rw [← Real.exp_add, ← Real.exp_add] have hh : C * R + κ * smoothRadius (z-y) + (-C*R + -κ*smoothRadius (z-y)) = 0 := by ring rw [hh, Real.exp_zero] have Hmul := mul_le_mul_of_nonneg_left H (Real.exp_pos (C * R + κ * smoothRadius (z-y))).le have H1 : diffuseDefect v y ≤ Real.exp (C * R + κ * smoothRadius (z-y)) * diffuseDefect v z := by calc diffuseDefect v y = diffuseDefect v y * 1 := (mul_one _).symm _ = diffuseDefect v y * (Real.exp (C * R + κ * smoothRadius (z-y)) * (Real.exp (-C * R) * radialBarrier κ (z-y))) := by rw [Hexp] _ = Real.exp (C * R + κ * smoothRadius (z-y)) * (diffuseDefect v y * Real.exp (-C * R) * radialBarrier κ (z-y)) := by ring _ ≤ _ := Hmul have H2 : Real.exp (C * R + κ * smoothRadius (z-y)) ≤ Real.exp (C * R + κ) * Real.exp (κ * ‖y-z‖) := by rw [← Real.exp_add] apply Real.exp_le_exp.mpr have HH := mul_le_mul_of_nonneg_left (smoothRadius_le_norm_add_one (z-y)) hk.le rw [norm_sub_rev z y] at HH linarith exact H1.trans (mul_le_mul_of_nonneg_right H2 (hp z).le) end DeGiorgi end noncomputable section namespace DeGiorgi open scoped ContDiff lemma positive_defect_log_bounds {n : ℕ} {v : Space n → ℝ} (hv : ContDiff ℝ ∞ v) (hi : ∀ x, v x ∈ Set.Ioo (-1 : ℝ) 1) (hAC : AllenCahn v) (hp : ∀ x, 0 < diffuseDefect v x) : let h := fun y => Real.log (diffuseDefect v y) let r := fun y => defectSource v y / diffuseDefect v y (∀ x, Laplacian.laplacian h x - fderiv ℝ h x (diffuseDrift v x) = r x - ‖gradient h x‖ ^ 2) ∧ (∀ x, ‖gradient h x‖ ≤ relativeDefectConstant n) ∧ (∀ i x, |coordDeriv r i x| ≤ 2 * defectSourceConstant n * (1 + relativeDefectConstant n)) := by dsimp only let D := diffuseDefect v let h := fun y => Real.log (D y) let r := fun y => defectSource v y / D y have hs := diffuseDefect_smooth hv hi have hd := hs.differentiable (by simp) have hne (x) : D x ≠ 0 := ne_of_gt (hp x) have hgb (x) : ‖gradient h x‖ ≤ relativeDefectConstant n := by dsimp only [h] rw [gradient_log (hd x) (hne x), norm_smul, Real.norm_eq_abs, abs_inv, abs_of_pos (hp x), inv_mul_eq_div] exact (div_le_iff₀ (hp x)).mpr (diffuseDefect_relative_gradient_bound hv hi hAC x) have hhi (i : Fin n) (x) : coordDeriv h i x = coordDeriv D i x / D x := coordDeriv_log hd hne i x have hS := defectSourceConstant_pos n have hC := relativeDefectConstant_pos n have hc := defectSource_bounds hv hi hAC have hrb (x) : |r x| ≤ defectSourceConstant n := by dsimp [r] rw [abs_div, abs_of_pos (hp x)] exact (div_le_iff₀ (hp x)).mpr (hc.1 x) constructor · intro x rw [drift_log (smooth_C2 hs) hne, diffuseDefect_drift_eq_source hv hi hAC] constructor · exact hgb · intro i x change |coordDeriv r i x| ≤ _ have hri : coordDeriv r i x = coordDeriv (defectSource v) i x / D x - r x * coordDeriv h i x := by dsimp only [r] rw [coordDeriv_div ((defectSource_smooth hv hi).differentiable (by simp)) hd hne, hhi] dsimp only [D] field_simp [ne_of_gt (hp x)] have hic : |coordDeriv h i x| ≤ relativeDefectConstant n := (coordDeriv_abs_le_gradient h i x).trans (hgb x) have hsr : |coordDeriv (defectSource v) i x| / D x ≤ defectSourceConstant n * (1 + relativeDefectConstant n) := by apply (div_le_iff₀ (hp x)).mpr have hg := (coordDeriv_abs_le_gradient D i x).trans (diffuseDefect_relative_gradient_bound hv hi hAC x) have hh := hc.2 i x dsimp only [D] at hg ⊢ nlinarith rw [hri] apply (abs_sub _ _).trans rw [abs_div, abs_of_pos (hp x), abs_mul] have hm := mul_le_mul (hrb x) hic (abs_nonneg _) hS.le nlinarith lemma drift_log_coordinate {n : ℕ} {v h r : Space n → ℝ} (hv : ContDiff ℝ ∞ v) (hi : ∀ x, v x ∈ Set.Ioo (-1 : ℝ) 1) (hh : ContDiff ℝ ∞ h) (hr : ContDiff ℝ ∞ r) (heq : ∀ x, Laplacian.laplacian h x - fderiv ℝ h x (diffuseDrift v x) = r x - ‖gradient h x‖ ^ 2) (i : Fin n) (x : Space n) : Laplacian.laplacian (coordDeriv h i) x - fderiv ℝ (coordDeriv h i) x (diffuseDrift v x - (2 : ℝ) • gradient h x) = coordDeriv r i x + ∑ k : Fin n, coordDeriv (driftCoeff v k) i x * coordDeriv h k x := by have hw := gradient_norm_sq_smooth hh have H := diffuse_drift_commute hv hi hh (hr.sub hw) heq i x rw [coordDeriv_sub (hr.differentiable (by simp)) (hw.differentiable (by simp))] at H have hd : coordDeriv (fun y => ‖gradient h y‖ ^ 2) i x = 2 * fderiv ℝ (coordDeriv h i) x (gradient h x) := by have he : (fun y => ‖gradient h y‖ ^ 2) = fun y => ∑ j : Fin n, coordDeriv h j y ^ 2 := funext (gradient_norm_sq h) have hds (j : Fin n) := (coordDeriv_smooth hh j).differentiable (by simp) rw [he, coordDeriv_sum (f := fun j y => coordDeriv h j y ^ 2) _ (fun j _ => (hds j).pow 2)] rw [← inner_gradient_left, inner_gradient_eq_sum, Finset.mul_sum] apply Finset.sum_congr rfl intro j _ have hs : coordDeriv (fun y => coordDeriv h j y ^ 2) i x = 2 * coordDeriv h j x * coordDeriv (coordDeriv h j) i x := by change fderiv ℝ (fun y => coordDeriv h j y ^ 2) x (basis n i) = _ rw [fderiv_fun_pow 2 (hds j x)] simp [coordDeriv, mul_assoc] rw [hs, coordDeriv_comm (smooth_C2 hh) j i] ring rw [hd] at H rw [map_sub, map_smul, smul_eq_mul] linarith def logDefectHessianConstant (n : ℕ) : ℝ := 2 * (2 * relativeDefectConstant n + (2 * defectSourceConstant n * (1 + relativeDefectConstant n) + n * (tensorCoeffConstant n * relativeDefectConstant n)) + 3) * (2 * Real.sqrt 2 + 2 * relativeDefectConstant n + 1) lemma logDefectHessianConstant_pos (n : ℕ) : 0 < logDefectHessianConstant n := by have hC := relativeDefectConstant_pos n have hS := defectSourceConstant_pos n have hT := tensorCoeffConstant_pos n dsimp [logDefectHessianConstant]; positivity lemma logDefect_hessian_bound {n : ℕ} {v : Space n → ℝ} (hv : ContDiff ℝ ∞ v) (hi : ∀ x, v x ∈ Set.Ioo (-1 : ℝ) 1) (hAC : AllenCahn v) (hp : ∀ x, 0 < diffuseDefect v x) (i : Fin n) (x : Space n) : ‖gradient (coordDeriv (fun y => Real.log (diffuseDefect v y)) i) x‖ ≤ logDefectHessianConstant n := by let h := fun y => Real.log (diffuseDefect v y) let r := fun y => defectSource v y / diffuseDefect v y let C := relativeDefectConstant n let S := 2 * defectSourceConstant n * (1 + C) + n * (tensorCoeffConstant n * C) let B := 2 * Real.sqrt 2 + 2 * C have hC : 0 ≤ C := (relativeDefectConstant_pos n).le have hS : 0 ≤ S := by have := (defectSourceConstant_pos n).le; have := (tensorCoeffConstant_pos n).le; dsimp [S]; positivity have hB : 0 ≤ B := by dsimp [B]; positivity have hne (y) : diffuseDefect v y ≠ 0 := ne_of_gt (hp y) have hh : ContDiff ℝ ∞ h := (diffuseDefect_smooth hv hi).log hne have hr : ContDiff ℝ ∞ r := (defectSource_smooth hv hi).div (diffuseDefect_smooth hv hi) hne obtain ⟨heq,hgb,hrb⟩ := positive_defect_log_bounds hv hi hAC hp have hcb (k : Fin n) (y) : |coordDeriv h k y| ≤ C := (coordDeriv_abs_le_gradient h k y).trans (hgb y) have hdb (y) : ‖diffuseDrift v y - (2 : ℝ) • gradient h y‖ ≤ B := by apply (norm_sub_le _ _).trans rw [norm_smul, Real.norm_eq_abs, abs_of_pos (by norm_num : (0 : ℝ) < 2)] exact add_le_add (diffuseDrift_bound (smooth_C2 hv) hi hAC y) (mul_le_mul_of_nonneg_left (hgb y) (by norm_num)) have hpb (y) : |Laplacian.laplacian (coordDeriv h i) y - fderiv ℝ (coordDeriv h i) y (diffuseDrift v y - (2 : ℝ) • gradient h y)| ≤ S := by rw [drift_log_coordinate hv hi hh hr heq i y] apply (abs_add_le _ _).trans (add_le_add (hrb i y) _) apply (Finset.abs_sum_le_sum_abs _ _).trans calc (∑ k : Fin n, |coordDeriv (driftCoeff v k) i y * coordDeriv h k y|) ≤ ∑ k : Fin n, tensorCoeffConstant n * C := by apply Finset.sum_le_sum intro k _ rw [abs_mul] exact mul_le_mul ((tensorCoeff_C1Bound hv hi hAC).2.2.2.2 k |>.2 i y) (hcb k y) (abs_nonneg _) (tensorCoeffConstant_pos n).le _ = n * (tensorCoeffConstant n * C) := by simp exact PoissonSupport.DeGiorgi.bounded_drift_gradient (smooth_C2 (coordDeriv_smooth hh i)) (fun y => diffuseDrift v y - (2 : ℝ) • gradient h y) hC hS hB (hcb i) hdb hpb x def relativeHessianConstant (n : ℕ) : ℝ := n * (relativeDefectConstant n ^ 2 + logDefectHessianConstant n) theorem diffuseDefect_relative_hessian_bound {n : ℕ} {v : Space n → ℝ} (hv : ContDiff ℝ ∞ v) (hi : ∀ x, v x ∈ Set.Ioo (-1 : ℝ) 1) (hAC : AllenCahn v) (hp : ∀ x, 0 < diffuseDefect v x) (i : Fin n) (x : Space n) : ‖gradient (coordDeriv (diffuseDefect v) i) x‖ ≤ relativeHessianConstant n * diffuseDefect v x := by let D := diffuseDefect v let h := fun y => Real.log (D y) have hne (y) : D y ≠ 0 := ne_of_gt (hp y) have hs := diffuseDefect_smooth hv hi have hd := hs.differentiable (by simp) have hh : ContDiff ℝ ∞ h := hs.log hne have hhd (i : Fin n) := (coordDeriv_smooth hh i).differentiable (by simp) have hgb := (positive_defect_log_bounds hv hi hAC hp).2.1 have hic (j : Fin n) : |coordDeriv h j x| ≤ relativeDefectConstant n := (coordDeriv_abs_le_gradient h j x).trans (hgb x) have he (j : Fin n) : coordDeriv D j = fun y => D y * coordDeriv h j y := by funext y rw [show coordDeriv h j y = coordDeriv D j y / D y from coordDeriv_log hd hne j y] field_simp [hne y] have hc (j : Fin n) : |coordDeriv (coordDeriv D i) j x| ≤ (relativeDefectConstant n ^ 2 + logDefectHessianConstant n) * D x := by rw [he i, coordDeriv_mul hd (hhd i)] have hDi := (coordDeriv_abs_le_gradient D j x).trans (diffuseDefect_relative_gradient_bound hv hi hAC x) have hH := (coordDeriv_abs_le_gradient (coordDeriv h i) j x).trans (logDefect_hessian_bound hv hi hAC hp i x) have hm₁ := mul_le_mul hDi (hic i) (abs_nonneg _) (mul_nonneg (relativeDefectConstant_pos n).le (hp x).le) have hm₂ := mul_le_mul_of_nonneg_left hH (hp x).le apply (abs_add_le _ _).trans rw [abs_mul, abs_mul, abs_of_pos (hp x)] nlinarith apply (gradient_norm_le_sum_abs _ x).trans calc (∑ j : Fin n, |coordDeriv (coordDeriv D i) j x|) ≤ ∑ j : Fin n, (relativeDefectConstant n ^ 2 + logDefectHessianConstant n) * D x := Finset.sum_le_sum fun j _ => hc j _ = relativeHessianConstant n * D x := by simp [relativeHessianConstant]; ring lemma carrier_gradient_estimate {n : ℕ} {f d : Space n → ℝ} (hf : ContDiff ℝ 2 f) (hd : ContDiff ℝ 2 d) (hp : ∀ x, 0 < d x) (b : Space n → Space n) {M C B G V : ℝ} (hM : 0 ≤ M) (hC : 0 ≤ C) (hB : 0 ≤ B) (hG : 0 ≤ G) (hV : 0 ≤ V) (hfb : ∀ x, |f x| ≤ M * d x) (hbb : ∀ x, ‖b x‖ ≤ B) (hgb : ∀ x, ‖gradient d x‖ ≤ G * d x) (hfL : ∀ x, |Laplacian.laplacian f x - fderiv ℝ f x (b x)| ≤ C * d x) (hdL : ∀ x, |Laplacian.laplacian d x - fderiv ℝ d x (b x)| ≤ V * d x) (x : Space n) : ‖gradient f x‖ ≤ (2 * (2 * M + (C + M * V) + 3) * (B + 2 * G + 1) + M * G) * d x := by let w := fun y => f y / d y let b' := fun y => b y - (2 / d y) • gradient d y have hne y : d y ≠ 0 := ne_of_gt (hp y) have hw : ContDiff ℝ 2 w := hf.div hd hne have hwb (y) : |w y| ≤ M := by dsimp [w]; rw [abs_div, abs_of_pos (hp y)] exact (div_le_iff₀ (hp y)).mpr (hfb y) have hb' (y) : ‖b' y‖ ≤ B + 2 * G := by apply (norm_sub_le _ _).trans rw [norm_smul, Real.norm_eq_abs, abs_of_pos (div_pos (by norm_num) (hp y))] apply add_le_add (hbb y) calc (2 / d y) * ‖gradient d y‖ ≤ (2 / d y) * (G * d y) := mul_le_mul_of_nonneg_left (hgb y) (div_nonneg (by norm_num) (hp y).le) _ = 2 * G := by field_simp [hne y] have hwL (y) : |Laplacian.laplacian w y - fderiv ℝ w y (b' y)| ≤ C + M * V := by have H := drift_quotient_identity hf hd hne b y change d y * (Laplacian.laplacian w y - fderiv ℝ w y (b' y)) = _ at H have Habs := congrArg abs H rw [abs_mul, abs_of_pos (hp y)] at Habs have hm := mul_le_mul (hwb y) (hdL y) (abs_nonneg _) hM have hm' : |w y * (Laplacian.laplacian d y - fderiv ℝ d y (b y))| ≤ M * (V * d y) := by rw [abs_mul]; exact hm have hh := (abs_sub (Laplacian.laplacian f y - fderiv ℝ f y (b y)) (w y * (Laplacian.laplacian d y - fderiv ℝ d y (b y)))).trans (add_le_add (hfL y) hm') rw [← Habs] at hh nlinarith [hp y] have hgw := PoissonSupport.DeGiorgi.bounded_drift_gradient hw b' hM (add_nonneg hC (mul_nonneg hM hV)) (add_nonneg hB (mul_nonneg (by norm_num) hG)) hwb hb' hwL x have he : f = fun y => w y * d y := by funext y; dsimp [w]; field_simp [hne y] have hg : gradient f x = w x • gradient d x + d x • gradient w x := by rw [he] simp only [gradient, fderiv_fun_mul (hw.differentiable (by norm_num) x) (hd.differentiable (by norm_num) x), map_add, map_smul] rw [hg] apply (norm_add_le _ _).trans rw [norm_smul, norm_smul, Real.norm_eq_abs, Real.norm_eq_abs, abs_of_pos (hp x)] have hm₁ := mul_le_mul (hwb x) (hgb x) (norm_nonneg _) hM have hm₂ := mul_le_mul_of_nonneg_left hgw (hp x).le nlinarith end DeGiorgi end end OAI