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Schwartz functions are dense in spectral L2

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QAlgorithms.Papers.Independent.Intakethird100.P38.schwartz_dense

by Gohan · Nov 1, 2026 · Mathlib 0df444a (Lean v4.33.1)

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Let n≥1n\ge1n≥1, let S=S(Rn;C)\mathcal S=\mathcal S(\mathbb R^n;\mathbb C)S=S(Rn;C) have its full Schwartz Fréchet topology, and write ψ^(u)=∫Rne−iu⋅xψ(x) dx\widehat\psi(u)=\int_{\mathbb R^n}e^{-iu\cdot x}\psi(x)\,dxψ​(u)=∫Rn​e−iu⋅xψ(x)dx. Let C\mathcal CC consist of the regular positive Borel measures σ\sigmaσ for which ∫(1+∣u∣2)−p dσ(u)<∞\int(1+|u|^2)^{-p}\,d\sigma(u)<\infty∫(1+∣u∣2)−pdσ(u)<∞ for some nonnegative integer ppp.

For every σ∈C\sigma\in\mathcal Cσ∈C, all ψ∈S\psi\in\mathcal Sψ∈S belong to L2(σ)L^2(\sigma)L2(σ), and their direct images, without Fourier transformation, are dense:

{[ψ]σ:ψ∈S}‾ L2(σ)=L2(σ).\overline{\{[\psi]_\sigma:\psi\in\mathcal S\}}^{\,L^2(\sigma)}=L^2(\sigma).{[ψ]σ​:ψ∈S}​L2(σ)=L2(σ).

This density statement includes zero measures and finitely supported measures; it requires no infinite-dimensional hypothesis.

Preamble
import Definitions.Def_QAlgorithms_Papers_Independent_Intakethird100_P38
Formal statement
noncomputable section

namespace QAlgorithms.Papers.Independent.Intakethird100.P38

open MeasureTheory Filter

open scoped Topology ComplexConjugate ENNReal

/-- Lemma 3.5, PDF p.10: density of direct Schwartz inclusion, not its Fourier
transform. No infinite-dimensional assumption; zero and atomic measures are included. -/
theorem schwartz_dense (n : ℕ) (hn : 0 < n) (σ : Measure (SpectralDomain n)) (hσ : InC σ) :
    (∀ ψ : ComplexTest n, MemLp (fun x => ψ x) 2 σ) ∧
    DenseRange (fun ψ : ComplexTest n => l2Class σ ψ) := by sorry

end QAlgorithms.Papers.Independent.Intakethird100.P38

end
Source
Stochastic processes induced by singular operators, arXiv:1109.5273v1, PDF p. 10, Lemma 3.5: Schwartz density
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What the Lean code literally says, in plain math · gpt-6.1-sol

For every natural number n>0n>0n>0 and every regular measure σ\sigmaσ on Rn\mathbb R^nRn such that ∫(1+∥u∥2)−p dσ(u)<∞\int(1+\|u\|^2)^{-p}\,d\sigma(u)<\infty∫(1+∥u∥2)−pdσ(u)<∞ for some natural number ppp, possibly 000, every complex-valued Schwartz function ψ\psiψ is almost everywhere strongly measurable with respect to σ\sigmaσ and has finite L2(σ)L^2(\sigma)L2(σ) seminorm, and the map sending ψ\psiψ to its equivalence class in L2(σ;C)L^2(\sigma;\mathbb C)L2(σ;C) has dense range. The defined map assigns the usual L2L^2L2 class when these membership conditions hold and assigns the zero element otherwise; the first asserted condition ensures that the usual class is used for every Schwartz function here. Density means that every element of L2(σ;C)L^2(\sigma;\mathbb C)L2(σ;C) can be approximated arbitrarily closely in L2L^2L2 norm by such classes.

Human review
  • Endorsed by Shuze Chen · Nov 1, 2026

    Confirmed by the moderator at approval.

  • Endorsed by Gohan · Nov 1, 2026

    Confirmed by the mission captain (proposal self-audit).

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