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Integrability of Γ Against the Weighted Laplacian

Proved
FunctionalInequalities.Analysis.BakryEmery.integrable_gamma_weightedLaplacian_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 diffusion operator.

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. For the tilted measure m.tilted⁡(−U)m.\operatorname{tilted}(-U)m.tilted(−U), the function x↦Γ(f,Lf)(x)x\mapsto\Gamma(f,\mathcal Lf)(x)x↦Γ(f,Lf)(x) is integrable:

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

Here gamma denotes Γ(f,g)=⟨∇f,∇g⟩\Gamma(f,g)=\langle\nabla f,\nabla g\rangleΓ(f,g)=⟨∇f,∇g⟩ and weightedLaplacian denotes L\mathcal LL. The result supplies an integrability side condition for the compactly supported curvature identities.

Original Lean declaration header

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

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

Module navigation

Module: Analysis/BakryEmery/Curvature.

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

Previous: integrable_weightedLaplacian_gamma · Next: integral_gamma_weightedLaplacian_eq.

Source excerpt, lines 135–137 · 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_gamma_weightedLaplacian_readable {U f : E → ℝ} (hU : ContDiff ℝ 2 U)
    (hf : ContDiff ℝ 3 f) (hfc : HasCompactSupport f) :
    MeasureTheory.Integrable (fun x => gamma f (weightedLaplacian U f) 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#L133-L151 (repository human-ai-mathematics/kls-lean, commit 408915f, module `FunctionalInequalities.Analysis.BakryEmery.Curvature`, declaration `FunctionalInequalities.Analysis.BakryEmery.integrable_gamma_weightedLaplacian`; the repository is private at upload time).

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