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Integrability of the Weighted Laplacian of Γ

Proved
FunctionalInequalities.Analysis.BakryEmery.integrable_weightedLaplacian_gamma_readable

by Lazyfill · Oct 26, 2026 · Mathlib 0df444a (Lean v4.33.1)

functional-inequalitieskls-conjecturekls-modularkls-readablelog-concave

This is a compact-support integrability lemma for the weighted Laplacian applied to a carré-du-champ function.

Let mmm be a measure on a finite-dimensional real inner-product space, let UUU be C2C^2C2, and let fff be C3C^3C3 with compact support. Then

L(Γ(f,f))∈L1(m.tilted⁡(−U)).\mathcal L\bigl(\Gamma(f,f)\bigr)\in L^1\bigl(m.\operatorname{tilted}(-U)\bigr).L(Γ(f,f))∈L1(m.tilted(−U)).

Here weightedLaplacian is L\mathcal LL and gamma f f is Γ(f,f)=∥∇f∥2\Gamma(f,f)=\|\nabla f\|^2Γ(f,f)=∥∇f∥2. The statement provides the integrability needed in compactly supported Bochner calculations.

Original Lean declaration header

Within namespace FunctionalInequalities.Analysis.BakryEmery. Shown in its original module context. Proof omitted.

theorem integrable_weightedLaplacian_gamma {U f : E → ℝ} (hU : ContDiff ℝ 2 U)
    (hf : ContDiff ℝ 3 f) (hfc : HasCompactSupport f) :
    MeasureTheory.Integrable (fun x => weightedLaplacian U (fun y => gamma f f y) x)
      (m.tilted (-U))

Module navigation

Module: Analysis/BakryEmery/Curvature.

Definition modules: Analysis/BakryEmery/Gamma, Analysis/BakryEmery/Laplacian.

Previous: convexOn_of_hessian_ge · Next: integrable_gamma_weightedLaplacian.

Source excerpt, lines 114–117 · Frozen source 408915f.

Preamble
import Definitions.Def_KLSModular_FunctionalInequalities_Analysis_BakryEmery_Curvature

universe u
variable {E : Type u} [NormedAddCommGroup E] [InnerProductSpace ℝ E] [CompleteSpace E]
  [FiniteDimensional ℝ E]
variable [MeasurableSpace E] [BorelSpace E] (m : MeasureTheory.Measure E) [m.IsAddHaarMeasure]
omit [m.IsAddHaarMeasure]
Formal statement

theorem FunctionalInequalities.Analysis.BakryEmery.integrable_weightedLaplacian_gamma_readable {U f : E → ℝ} (hU : ContDiff ℝ 2 U)
    (hf : ContDiff ℝ 3 f) (hfc : HasCompactSupport f) :
    MeasureTheory.Integrable (fun x => weightedLaplacian U (fun y => gamma f f y) x)
      (m.tilted (-U)) := by sorry
Source
Lean source: https://github.com/human-ai-mathematics/kls-lean/blob/408915f/formalization/FunctionalInequalities/Analysis/BakryEmery/Curvature.lean#L112-L131 (repository human-ai-mathematics/kls-lean, commit 408915f, module `FunctionalInequalities.Analysis.BakryEmery.Curvature`, declaration `FunctionalInequalities.Analysis.BakryEmery.integrable_weightedLaplacian_gamma`; the repository is private at upload time).

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