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Exponential Weighting of an Unweighted Flux Identity

Proved
FunctionalInequalities.Analysis.integral_exp_neg_flux_of_unweighted_readable

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

functional-inequalitieskls-conjecturekls-modularkls-readablelog-concave

This is a weighted-testing lemma for compactly supported C1C^1C1 tests.

Let u,c:Rn→Ru,c:\mathbb R^n\to\mathbb Ru,c:Rn→R be such that uuu is C1C^1C1. Let JaJ_aJa​ be locally integrable for every coordinate aaa, and let ccc be locally integrable. Assume that every compactly supported C1C^1C1 function ϕ\phiϕ satisfies

∫∑aJa ∂aϕ dx=−∫cϕ dx.\int\sum_aJ_a\,\partial_a\phi\,dx=-\int c\phi\,dx.∫a∑​Ja​∂a​ϕdx=−∫cϕdx.

Then e−u(c−∑aJa∂au)e^{-u}(c-\sum_aJ_a\partial_a u)e−u(c−∑a​Ja​∂a​u) is locally integrable, and every compactly supported C1C^1C1 function ψ\psiψ satisfies

∫e−u∑aJa ∂aψ dx=−∫e−u(c−∑aJa∂au)ψ dx.\int e^{-u}\sum_aJ_a\,\partial_a\psi\,dx =-\int e^{-u}\left(c-\sum_aJ_a\partial_a u\right)\psi\,dx.∫e−ua∑​Ja​∂a​ψdx=−∫e−u(c−a∑​Ja​∂a​u)ψdx.

The lemma is a product-rule interface for passing from an unweighted divergence identity to its e−ue^{-u}e−u-weighted form.

Original Lean declaration header

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

private theorem integral_exp_neg_flux_of_unweighted {n : ℕ}
    {u c : EuclideanSpace ℝ (Fin n) → ℝ}
    {J : EuclideanSpace ℝ (Fin n) → Fin n → ℝ}
    (hu : ContDiff ℝ 1 u)
    (hJ : ∀ a : Fin n, LocallyIntegrable (fun x => J x a)
      (volume : Measure (EuclideanSpace ℝ (Fin n))))
    (hc : LocallyIntegrable c (volume : Measure (EuclideanSpace ℝ (Fin n))))
    (hId : ∀ φ : EuclideanSpace ℝ (Fin n) → ℝ,
      ContDiff ℝ 1 φ → HasCompactSupport φ →
      (∫ x, ∑ a : Fin n, J x a *
        fderiv ℝ φ x (EuclideanSpace.basisFun (Fin n) ℝ a)
        ∂(volume : Measure (EuclideanSpace ℝ (Fin n)))) =
      -(∫ x, c x * φ x ∂(volume : Measure (EuclideanSpace ℝ (Fin n))))) :
    LocallyIntegrable
      (fun x => Real.exp (-u x) * (c x - ∑ a : Fin n, J x a *
        fderiv ℝ u x (EuclideanSpace.basisFun (Fin n) ℝ a)))
      (volume : Measure (EuclideanSpace ℝ (Fin n))) ∧
    ∀ ψ : EuclideanSpace ℝ (Fin n) → ℝ,
      ContDiff ℝ 1 ψ → HasCompactSupport ψ →
      (∫ x, Real.exp (-u x) * (∑ a : Fin n, J x a *
        fderiv ℝ ψ x (EuclideanSpace.basisFun (Fin n) ℝ a))
        ∂(volume : Measure (EuclideanSpace ℝ (Fin n)))) =
      -(∫ x, Real.exp (-u x) * (c x - ∑ a : Fin n, J x a *
        fderiv ℝ u x (EuclideanSpace.basisFun (Fin n) ℝ a)) * ψ x
        ∂(volume : Measure (EuclideanSpace ℝ (Fin n))))

Module navigation

Module: Analysis/BakryEmery/IntegrationByParts/WeakHessianEvolution.

Previous: ae_hessian_flux_forcing_minus_drift · Next: integral_exp_neg_hessian_flux_eq_curvature_gram.

Source excerpt, lines 1285–1309 · Frozen source 408915f.

Preamble
import Definitions.Def_KLSModular_FunctionalInequalities_Analysis_BakryEmery_IntegrationByParts_WeakHessianEvolution

open Matrix MeasureTheory Set Filter
Formal statement

 theorem FunctionalInequalities.Analysis.integral_exp_neg_flux_of_unweighted_readable {n : ℕ}
    {u c : EuclideanSpace ℝ (Fin n) → ℝ}
    {J : EuclideanSpace ℝ (Fin n) → Fin n → ℝ}
    (hu : ContDiff ℝ 1 u)
    (hJ : ∀ a : Fin n, LocallyIntegrable (fun x => J x a)
      (volume : Measure (EuclideanSpace ℝ (Fin n))))
    (hc : LocallyIntegrable c (volume : Measure (EuclideanSpace ℝ (Fin n))))
    (hId : ∀ φ : EuclideanSpace ℝ (Fin n) → ℝ,
      ContDiff ℝ 1 φ → HasCompactSupport φ →
      (∫ x, ∑ a : Fin n, J x a *
        fderiv ℝ φ x (EuclideanSpace.basisFun (Fin n) ℝ a)
        ∂(volume : Measure (EuclideanSpace ℝ (Fin n)))) =
      -(∫ x, c x * φ x ∂(volume : Measure (EuclideanSpace ℝ (Fin n))))) :
    LocallyIntegrable
      (fun x => Real.exp (-u x) * (c x - ∑ a : Fin n, J x a *
        fderiv ℝ u x (EuclideanSpace.basisFun (Fin n) ℝ a)))
      (volume : Measure (EuclideanSpace ℝ (Fin n))) ∧
    ∀ ψ : EuclideanSpace ℝ (Fin n) → ℝ,
      ContDiff ℝ 1 ψ → HasCompactSupport ψ →
      (∫ x, Real.exp (-u x) * (∑ a : Fin n, J x a *
        fderiv ℝ ψ x (EuclideanSpace.basisFun (Fin n) ℝ a))
        ∂(volume : Measure (EuclideanSpace ℝ (Fin n)))) =
      -(∫ x, Real.exp (-u x) * (c x - ∑ a : Fin n, J x a *
        fderiv ℝ u x (EuclideanSpace.basisFun (Fin n) ℝ a)) * ψ x
        ∂(volume : Measure (EuclideanSpace ℝ (Fin n)))) := by sorry
Source
Lean source: https://github.com/human-ai-mathematics/kls-lean/blob/408915f/formalization/FunctionalInequalities/Analysis/BakryEmery/IntegrationByParts/WeakHessianEvolution.lean#L1284-L1393 (repository human-ai-mathematics/kls-lean, commit 408915f, module `FunctionalInequalities.Analysis.BakryEmery.IntegrationByParts.WeakHessianEvolution`, declaration `_private.FunctionalInequalities.Analysis.BakryEmery.IntegrationByParts.WeakHessianEvolution.0.FunctionalInequalities.Analysis.integral_exp_neg_flux_of_unweighted`; the repository is private at upload time).

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