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Integrated Gamma-Two Identity

Proved
FunctionalInequalities.Analysis.BakryEmery.integral_gammaTwo_eq_of_hasTemperateGrowth_readable

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

functional-inequalitieskls-conjecturekls-modularkls-readablelog-concave

This theorem gives the integrated identity relating Γ2\Gamma_2Γ2​ to the squared weighted Laplacian.

Let EEE be finite-dimensional and complete with a real inner product, let mmm be an additive Haar measure, and let V,f:E→RV,f:E\to\mathbb RV,f:E→R. Assume that VVV and fff have HasTemperateGrowth, and that every function x↦er∥x∥x\mapsto e^{r\|x\|}x↦er∥x∥ is integrable with respect to μ=m.tilted⁡(−V)\mu=m.\operatorname{tilted}(-V)μ=m.tilted(−V). Then

∫Γ2(V,f) dμ=∫(LVf)2 dμ.\int \Gamma_2(V,f)\,d\mu=\int (\mathcal L_Vf)^2\,d\mu.∫Γ2​(V,f)dμ=∫(LV​f)2dμ.

The definitions gammaTwo and weightedLaplacian are used for Γ2\Gamma_2Γ2​ and LV\mathcal L_VLV​. This identity is the integrated generator form underlying the Bochner formula.

Original Lean declaration header

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

theorem integral_gammaTwo_eq_of_hasTemperateGrowth {V f : E → ℝ} (hV : V.HasTemperateGrowth)
    (hexp : ∀ r : ℝ, Integrable (fun x => Real.exp (r * ‖x‖)) (m.tilted (-V)))
    (hf : f.HasTemperateGrowth) :
    ∫ x, gammaTwo V f x ∂(m.tilted (-V)) = ∫ x, weightedLaplacian V f x ^ 2 ∂(m.tilted (-V))

Module navigation

Module: Analysis/BakryEmery/Bochner/Temperate.

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

Supporting theorems: integrable_of_norm_le_pow, integral_weightedLaplacian_eq_zero_of_growth, integral_weightedLaplacian_mul_eq_neg_of_hasTemperateGrowth.

Next: integral_weightedLaplacian_sq_eq_of_hasTemperateGrowth.

Source excerpt, lines 147–150 · Frozen source 408915f.

Preamble
import Definitions.Def_KLSModular_FunctionalInequalities_Analysis_BakryEmery_Bochner_Temperate

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

theorem FunctionalInequalities.Analysis.BakryEmery.integral_gammaTwo_eq_of_hasTemperateGrowth_readable {V f : E → ℝ} (hV : V.HasTemperateGrowth)
    (hexp : ∀ r : ℝ, Integrable (fun x => Real.exp (r * ‖x‖)) (m.tilted (-V)))
    (hf : f.HasTemperateGrowth) :
    ∫ x, gammaTwo V f x ∂(m.tilted (-V)) = ∫ x, weightedLaplacian V f x ^ 2 ∂(m.tilted (-V)) := by sorry
Source
Lean source: https://github.com/human-ai-mathematics/kls-lean/blob/408915f/formalization/FunctionalInequalities/Analysis/BakryEmery/Bochner/Temperate.lean#L146-L168 (repository human-ai-mathematics/kls-lean, commit 408915f, module `FunctionalInequalities.Analysis.BakryEmery.Bochner.Temperate`, declaration `FunctionalInequalities.Analysis.BakryEmery.integral_gammaTwo_eq_of_hasTemperateGrowth`; the repository is private at upload time).

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