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Add odd-dimensional iterated norm Laplacian #1175
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| Original file line number | Diff line number | Diff line change |
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| /- | ||
| Copyright (c) 2026 Lazar Milikic. All rights reserved. | ||
| Released under Apache 2.0 license as described in the file LICENSE. | ||
| Authors: Lazar Milikic | ||
| -/ | ||
| module | ||
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| public import Physlib.SpaceAndTime.Space.Norm.Basic | ||
| /-! | ||
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| # Iterated Laplacians of norm distributions | ||
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| ## i. Overview | ||
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| This file proves the distributional identity corresponding to the classical odd-dimensional | ||
| formula that, in dimension `2 * m + 1`, applying the Laplacian `m + 1` times to the norm | ||
| gives a nonzero constant multiple of the Dirac delta at the origin. | ||
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| ## ii. Key results | ||
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| - `iterated_distLaplacian_norm_zpow_odd_eq_smul_diracDelta` : The `(m + 1)`-fold | ||
| Laplacian of the norm in dimension `2 * m + 1` is a nonzero multiple of the Dirac delta. | ||
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| ## iii. Table of contents | ||
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| - A. The odd-dimensional iterated Laplacian of the norm | ||
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| ## iv. References | ||
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| -/ | ||
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| @[expose] public section | ||
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| open SchwartzMap NNReal Physlib | ||
| noncomputable section | ||
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| namespace Space | ||
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| open MeasureTheory | ||
| open Distribution | ||
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| /-! | ||
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| ## A. The odd-dimensional iterated Laplacian of the norm | ||
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| -/ | ||
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| /-- The scalar factor in the odd-dimensional iterated Laplacian of the norm. -/ | ||
| noncomputable def oddNormIteratedLaplacianCoeff (m : ℕ) : ℝ := | ||
| (∏ k ∈ Finset.range m, | ||
| ((((1 : ℤ) - 2 * (k : ℤ) : ℤ) : ℝ) * | ||
| ((((1 : ℤ) - 2 * (k : ℤ) - 2 + (2 * m + 1 : ℤ) : ℤ) : ℝ)))) * | ||
| (((1 : ℤ) - 2 * (m : ℤ) : ℝ) * (2 * m + 1 : ℝ) * | ||
| (volume (α := Space (2 * m + 1))).real (Metric.ball 0 1)) | ||
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| private lemma oddNormIteratedLaplacianCoeff_factor_ne_zero {m k : ℕ} (hk : k < m) : | ||
| ((((1 : ℤ) - 2 * (k : ℤ) : ℤ) : ℝ) * | ||
| ((((1 : ℤ) - 2 * (k : ℤ) - 2 + (2 * m + 1 : ℤ) : ℤ) : ℝ))) ≠ 0 := by | ||
| apply mul_ne_zero | ||
| · have h : (1 : ℤ) - 2 * (k : ℤ) ≠ 0 := by omega | ||
| exact_mod_cast h | ||
| · have h : (1 : ℤ) - 2 * (k : ℤ) - 2 + (2 * m + 1 : ℤ) ≠ 0 := by omega | ||
| exact_mod_cast h | ||
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| /-- The scalar factor in the odd-dimensional iterated Laplacian of the norm is nonzero. -/ | ||
| lemma oddNormIteratedLaplacianCoeff_ne_zero (m : ℕ) : | ||
| oddNormIteratedLaplacianCoeff m ≠ 0 := by | ||
| unfold oddNormIteratedLaplacianCoeff | ||
| apply mul_ne_zero | ||
| · rw [Finset.prod_ne_zero_iff] | ||
| intro k hk | ||
| exact oddNormIteratedLaplacianCoeff_factor_ne_zero (by simpa using hk) | ||
| · repeat' apply mul_ne_zero | ||
| · have h : (1 : ℤ) - 2 * (m : ℤ) ≠ 0 := by omega | ||
| exact_mod_cast h | ||
| · exact_mod_cast (by omega : (2 * m + 1 : ℕ) ≠ 0) | ||
| · exact ne_of_gt <| ENNReal.toReal_pos | ||
| (Metric.measure_ball_pos volume 0 one_pos).ne' | ||
| measure_ball_lt_top.ne | ||
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| private lemma distLaplacian_norm_zpow_odd_boundary (m : ℕ) : | ||
| Δᵈ (distOfFunction (fun x : Space (2 * m + 1) => | ||
| ‖x‖ ^ ((1 : ℤ) - 2 * (m : ℤ))) | ||
| (IsDistBounded.pow _ (by omega))) = | ||
| (((1 : ℤ) - 2 * (m : ℤ) : ℝ) * (2 * m + 1 : ℝ) * | ||
| (volume (α := Space (2 * m + 1))).real (Metric.ball 0 1)) • | ||
| diracDelta ℝ 0 := by | ||
| rcases m with _ | m | ||
| · rw [distLaplacian] | ||
| change ∇ᵈ ⬝ (∇ᵈ (distOfFunction (fun x : Space 1 => ‖x‖ ^ (1 : ℤ)) | ||
| (IsDistBounded.pow 1 (by omega)))) = _ | ||
| rw [distGrad_distOfFunction_norm_zpow 1 (by omega)] | ||
| simp only [Int.cast_one, one_mul] | ||
| convert distDiv_inv_pow_eq_dim (d := 1) using 1 | ||
| · ext x | ||
| ring_nf | ||
| · convert distLaplacian_fundamentalSolution_norm_zpow_of_three_le | ||
| (d := 2 * m.succ + 1) (by omega) using 4 | ||
| · simp [Nat.succ_eq_add_one] | ||
| ring | ||
| · simp [Nat.succ_eq_add_one] | ||
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| private lemma iterated_distLaplacian_norm_zpow_odd_until_boundary | ||
| (m k : ℕ) (hk : k ≤ m) : | ||
| ((distLaplacian (d := 2 * m + 1))^[k]) | ||
| (distOfFunction (fun x : Space (2 * m + 1) => ‖x‖ ^ (1 : ℤ)) | ||
| (IsDistBounded.pow 1 (by omega))) = | ||
| (∏ j ∈ Finset.range k, | ||
| ((((1 : ℤ) - 2 * (j : ℤ) : ℤ) : ℝ) * | ||
| ((((1 : ℤ) - 2 * (j : ℤ) - 2 + (2 * m + 1 : ℤ) : ℤ) : ℝ)))) • | ||
| distOfFunction (fun x : Space (2 * m + 1) => ‖x‖ ^ ((1 : ℤ) - 2 * (k : ℤ))) | ||
| (IsDistBounded.pow _ (by omega)) := by | ||
| induction k with | ||
| | zero => | ||
| simp | ||
| | succ k ih => | ||
| have hk_le : k ≤ m := Nat.le_of_succ_le hk | ||
| rw [Function.iterate_succ_apply'] | ||
| rw [ih hk_le] | ||
| rw [map_smul] | ||
| rw [distLaplacian_distOfFunction_norm_zpow | ||
| (d := 2 * m) ((1 : ℤ) - 2 * (k : ℤ)) (by omega) (by omega)] | ||
| rw [smul_smul] | ||
| have hdist : | ||
| distOfFunction | ||
| (fun x : Space (2 * m + 1) => ‖x‖ ^ ((1 : ℤ) - 2 * (k : ℤ) - 2)) | ||
| (IsDistBounded.pow _ (by omega)) = | ||
| distOfFunction | ||
| (fun x : Space (2 * m + 1) => ‖x‖ ^ ((1 : ℤ) - 2 * ((k + 1 : ℕ) : ℤ))) | ||
| (IsDistBounded.pow _ (by omega)) := by | ||
| have hexp : | ||
| ((1 : ℤ) - 2 * (k : ℤ) - 2) = | ||
| ((1 : ℤ) - 2 * ((k + 1 : ℕ) : ℤ)) := by | ||
| norm_num | ||
| ring | ||
| ext η | ||
| simp [distOfFunction_apply, hexp] | ||
| rw [hdist] | ||
| rw [Finset.prod_range_succ] | ||
| congr 1 | ||
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| /-- In dimension `2 * m + 1`, the `(m + 1)`-fold distributional Laplacian of the | ||
| distribution induced by the norm is a nonzero multiple of the Dirac delta at the origin. -/ | ||
| lemma iterated_distLaplacian_norm_zpow_odd_eq_smul_diracDelta (m : ℕ) : | ||
| ((distLaplacian (d := 2 * m + 1))^[m + 1]) | ||
| (distOfFunction (fun x : Space (2 * m + 1) => ‖x‖ ^ (1 : ℤ)) | ||
| (IsDistBounded.pow 1 (by omega))) = | ||
| oddNormIteratedLaplacianCoeff m • diracDelta ℝ 0 := by | ||
| rw [Function.iterate_succ_apply'] | ||
| rw [iterated_distLaplacian_norm_zpow_odd_until_boundary m m le_rfl] | ||
| rw [map_smul] | ||
| rw [distLaplacian_norm_zpow_odd_boundary m] | ||
| rw [smul_smul] | ||
| unfold oddNormIteratedLaplacianCoeff | ||
| rfl | ||
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| end Space | ||
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