import OAI.Analysis.AllenCahn.EndpointMaximum namespace OAI noncomputable section namespace EndpointSupport.DeGiorgi open Filter Set Topology open scoped NNReal open scoped SchwartzMap Laplacian ContDiff open FourierTransform open Filter Topology open scoped ContDiff open MeasureTheory open scoped ENNReal private lemma no_tangent_zero {n : ℕ} {w : Space n → ℝ} (hw : ContDiff ℝ 2 w) (hw0 : ∀ x, 0 ≤ w x) (hineq : ∀ x, Laplacian.laplacian w x ≤ 2 * w x) {r : ℝ} (hr : 0 < r) (y z : Space n) (hz : ‖z - y‖ = r) (hwz : w z = 0) (hball : ∀ x, ‖x - y‖ < r → 0 < w x) : False := by obtain ⟨p, hp, hpmin⟩ := (isCompact_closedBall y (r / 2)).exists_isMinOn ⟨y, by simp only [Metric.mem_closedBall, dist_self]; positivity⟩ hw.continuous.continuousOn have hppos : 0 < w p := hball p (by have hnorm : ‖p - y‖ ≤ r / 2 := by simpa [Metric.mem_closedBall, dist_eq_norm] using hp linarith) let a : ℝ := 1 + (2 * (n : ℝ) + 2) / r ^ 2 have hr2 : 0 < r ^ 2 := sq_pos_of_pos hr have ha : 1 ≤ a := by have hq : 0 ≤ (2 * (n : ℝ) + 2) / r ^ 2 := by positivity dsimp [a] linarith have hscale : 2 * (n : ℝ) + 2 ≤ a * r ^ 2 := by dsimp [a] field_simp nlinarith have hcomp := annulus_comparison hw hw0 hineq ha hr hppos.le hscale y (fun x hx => hpmin (by simp [Metric.mem_closedBall, dist_eq_norm, hx])) let F : Space n → ℝ := fun x => w x - w p * barrier a r y x let e : Space n := y - z let f : ℝ → ℝ := fun t => F (z + t • e) have hF : ContDiff ℝ 2 F := hw.sub (contDiff_const.mul (barrier_contDiff a r y)) have hdline : HasDerivAt (fun t : ℝ => z + t • e) e 0 := by simpa using (hasDerivAt_const (0 : ℝ) z).fun_add ((hasDerivAt_id (0 : ℝ)).smul_const e) have hd : HasDerivAt f (fderiv ℝ F z e) 0 := by simpa [f, Function.comp_def] using ((hF.differentiable (by norm_num) (z + (0 : ℝ) • e)).hasFDerivAt.comp_hasDerivAt 0 hdline) have hf0 : f 0 = 0 := by simp [f, F, barrier, gaussian, hz, hwz] have hpos : ∀ᶠ t in 𝓝[>] (0 : ℝ), 0 ≤ f t := by filter_upwards [self_mem_nhdsWithin, nhdsWithin_le_nhds (Iio_mem_nhds (show (0 : ℝ) < 1 / 2 by norm_num))] with t ht ht2 change 0 < t at ht change t < 1 / 2 at ht2 have hnorm : ‖z + t • e - y‖ = (1 - t) * r := by have heq : z + t • e - y = (1 - t) • (z - y) := by dsimp [e]; module rw [heq, norm_smul, Real.norm_eq_abs, abs_of_pos (by linarith : 0 < 1 - t), hz] have hlow : r / 2 ≤ ‖z + t • e - y‖ := by rw [hnorm]; nlinarith have hhigh : ‖z + t • e - y‖ ≤ r := by rw [hnorm]; nlinarith have hh := hcomp (z + t • e) hlow hhigh dsimp [f, F] linarith have hnonneg := nonneg_right_derivative hd hf0 hpos have hmin : IsLocalMin w z := Filter.Eventually.of_forall (fun x => by simpa [hwz] using hw0 x) have hwder := hmin.fderiv_eq_zero have hi : inner ℝ (z - y) e = -r ^ 2 := by have heq : e = -(z - y) := by dsimp [e]; abel rw [heq, inner_neg_right, real_inner_self_eq_norm_sq, hz] have hcalc : fderiv ℝ F z e = -(w p * gaussian a y z * (2 * a * r ^ 2)) := by dsimp only [F] rw [fderiv_fun_sub (hw.differentiable (by norm_num) z) (((barrier_contDiff a r y).differentiable (by norm_num)).const_mul _ z)] simp only [sub_apply, hwder, zero_apply] rw [fderiv_const_mul ((barrier_contDiff a r y).differentiable (by norm_num) z)] simp only [smul_apply, smul_eq_mul] rw [fderiv_barrier, hi] ring have hnegative : fderiv ℝ F z e < 0 := by rw [hcalc] have hg : 0 < gaussian a y z := Real.exp_pos _ have hap : 0 < a := lt_of_lt_of_le (by norm_num) ha exact neg_neg_of_pos (mul_pos (mul_pos hppos hg) (mul_pos (mul_pos (by norm_num) hap) hr2)) exact not_le_of_gt hnegative hnonneg lemma nonnegative_supersolution_eq_zero {n : ℕ} {w : Space n → ℝ} (hw : ContDiff ℝ 2 w) (hw0 : ∀ x, 0 ≤ w x) (hineq : ∀ x, Laplacian.laplacian w x ≤ 2 * w x) {z : Space n} (hwz : w z = 0) : ∀ x, w x = 0 := by intro y by_contra hy have hypos : 0 < w y := lt_of_le_of_ne (hw0 y) (Ne.symm hy) let Z : Set (Space n) := {x | w x = 0} have hZ : IsClosed Z := isClosed_eq hw.continuous continuous_const obtain ⟨p, hp, hdist⟩ := hZ.exists_infDist_eq_dist ⟨z, hwz⟩ y have hne : y ≠ p := by intro heq have hpzero : w p = 0 := hp rw [heq, hpzero] at hypos exact lt_irrefl _ hypos have hr : 0 < dist y p := dist_pos.mpr hne have hball : ∀ x, ‖x - y‖ < dist y p → 0 < w x := by intro x hx by_contra hnot have hwx : w x = 0 := le_antisymm (le_of_not_gt hnot) (hw0 x) have hd := Metric.infDist_le_dist_of_mem (x := y) (show x ∈ Z from hwx) rw [hdist] at hd have he : dist y x = ‖x - y‖ := by rw [dist_comm, dist_eq_norm] rw [he] at hd exact not_le_of_gt hx hd exact no_tangent_zero hw hw0 hineq hr y p (by rw [← dist_eq_norm, dist_comm]) hp hball lemma constant_one_of_attains_one {n : ℕ} {v : Space n → ℝ} (hv : ContDiff ℝ 2 v) (hbounded : ∀ x, v x ∈ Set.Icc (-1 : ℝ) 1) (hAC : AllenCahn v) {z : Space n} (hz : v z = 1) : ∀ x, v x = 1 := by let w : Space n → ℝ := fun x => 1 - v x have hw : ContDiff ℝ 2 w := contDiff_const.sub hv have hw0 : ∀ x, 0 ≤ w x := fun x => sub_nonneg.mpr (hbounded x).2 have hineq : ∀ x, Laplacian.laplacian w x ≤ 2 * w x := by intro x have hlap : Laplacian.laplacian w x = -(v x ^ 3 - v x) := by change Laplacian.laplacian ((fun _ : Space n => (1 : ℝ)) - v) x = _ rw [contDiff_const.contDiffAt.laplacian_sub hv.contDiffAt, InnerProductSpace.laplacian_const] simpa using congrArg Neg.neg (hAC x) rw [hlap] have hp : 0 ≤ (v x - 1) ^ 2 * (v x + 2) := mul_nonneg (sq_nonneg _) (by linarith [(hbounded x).1]) dsimp [w] nlinarith have H := nonnegative_supersolution_eq_zero hw hw0 hineq (z := z) (by simp [w, hz]) intro x have hh := H x dsimp [w] at hh linarith lemma allenCahn_neg {n : ℕ} {v : Space n → ℝ} (hAC : AllenCahn v) : AllenCahn (-v) := by intro x rw [InnerProductSpace.laplacian_neg] change -(Laplacian.laplacian v x) = (-v x) ^ 3 - (-v x) rw [hAC x] ring lemma constant_neg_one_of_attains_neg_one {n : ℕ} {v : Space n → ℝ} (hv : ContDiff ℝ 2 v) (hbounded : ∀ x, v x ∈ Set.Icc (-1 : ℝ) 1) (hAC : AllenCahn v) {z : Space n} (hz : v z = -1) : ∀ x, v x = -1 := by have hnb : ∀ x, (-v) x ∈ Set.Icc (-1 : ℝ) 1 := by intro x constructor <;> dsimp only [Pi.neg_apply] <;> linarith [(hbounded x).1, (hbounded x).2] have H := constant_one_of_attains_one hv.neg hnb (allenCahn_neg hAC) (z := z) (by simp [hz]) intro x have hh := H x change -v x = 1 at hh linarith lemma endpoint_separation {n : ℕ} {v : Space n → ℝ} (hv : ContDiff ℝ 2 v) (hbounded : ∀ x, v x ∈ Set.Icc (-1 : ℝ) 1) (hAC : AllenCahn v) : (∀ x, v x = 1) ∨ (∀ x, v x = -1) ∨ (∀ x, v x ∈ Set.Ioo (-1 : ℝ) 1) := by by_cases h1 : ∃ x, v x = 1 · obtain ⟨x, hx⟩ := h1 exact Or.inl (constant_one_of_attains_one hv hbounded hAC hx) by_cases hneg1 : ∃ x, v x = -1 · obtain ⟨x, hx⟩ := hneg1 exact Or.inr (Or.inl (constant_neg_one_of_attains_neg_one hv hbounded hAC hx)) refine Or.inr (Or.inr (fun x => ⟨?_, ?_⟩)) · exact lt_of_le_of_ne (hbounded x).1 (fun h => hneg1 ⟨x, h.symm⟩) · exact lt_of_le_of_ne (hbounded x).2 (fun h => h1 ⟨x, h⟩) end EndpointSupport.DeGiorgi end end OAI