Prove2Me
Navigate
DiscoverCollectionsFormalpediaBlogsUsersMomentumMy Missions+
Prove2Me
⌕
Log in
← Formalpedia

Integrability of Compact Multipliers Against Inverse Hessian Entries

Proved
FunctionalInequalities.Analysis.integrable_inv_hessianMatrix_mul_of_bounded_compact_readable

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

functional-inequalitieskls-conjecturekls-modularkls-readableletwin2026log-concave

This is an integrability component related to Theorem 2.5 of Letwin (arXiv:2607.24164v1).

Let u,F,f:EuclideanSpace⁡ R (Fin⁡(n))→Ru,F,f:\operatorname{EuclideanSpace}\,\mathbb R\,(\operatorname{Fin}(n))\to\mathbb Ru,F,f:EuclideanSpaceR(Fin(n))→R, let G∈R≥0G\in\mathbb R_{\ge0}G∈R≥0​, and assume:

  1. ∇u\nabla u∇u is Lipschitz with constant GGG;
  2. FFF is continuous;
  3. almost everywhere,
det⁡(hessianMatrix⁡(u,x))=eF(x);\det(\operatorname{hessianMatrix}(u,x))=e^{F(x)};det(hessianMatrix(u,x))=eF(x);
  1. fff is measurable and compactly supported;
  2. there is C∈RC\in\mathbb RC∈R with ∥f(x)∥≤C\|f(x)\|\le C∥f(x)∥≤C for every xxx.

Then for every i,ji,ji,j,

x↦(hessianMatrix⁡(u,x)−1)ijf(x)x\mapsto \bigl(\operatorname{hessianMatrix}(u,x)^{-1}\bigr)_{ij}f(x)x↦(hessianMatrix(u,x)−1)ij​f(x)

is integrable with respect to volume.

The determinant identity is only assumed almost everywhere, and the conclusion concerns individual inverse-matrix entries rather than a matrix-valued integral.

Original Lean declaration header

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

theorem integrable_inv_hessianMatrix_mul_of_bounded_compact {n : ℕ}
    {u F f : EuclideanSpace ℝ (Fin n) → ℝ}
    {G : NNReal} (hG : LipschitzWith G (gradient u)) (hF : Continuous F)
    (hdet : ∀ᵐ x ∂(volume : Measure (EuclideanSpace ℝ (Fin n))),
      (hessianMatrix u x).det = Real.exp (F x))
    (hf : Measurable f) (hfc : HasCompactSupport f)
    {C : ℝ} (hC : ∀ x, ‖f x‖ ≤ C) (i j : Fin n) :
    Integrable (fun x => (hessianMatrix u x)⁻¹ i j * f x)
      (volume : Measure (EuclideanSpace ℝ (Fin n)))

Module navigation

Module: Analysis/Matrix/Piola.

Definition modules: Analysis/BakryEmery/HessianOperator, Analysis/Operator/Coordinates.

Previous: sum_integral_inv_hessianMatrix_mul_fderiv_eq · Next: exists_weak_hessian_adjugate_derivative.

Source excerpt, lines 1019–1027 · Frozen source 408915f.

Preamble
import Definitions.Def_KLSModular_FunctionalInequalities_Analysis_Matrix_Piola

open FunctionalInequalities.Probability.Stein
open MeasureTheory Set Filter
Formal statement

theorem FunctionalInequalities.Analysis.integrable_inv_hessianMatrix_mul_of_bounded_compact_readable {n : ℕ}
    {u F f : EuclideanSpace ℝ (Fin n) → ℝ}
    {G : NNReal} (hG : LipschitzWith G (gradient u)) (hF : Continuous F)
    (hdet : ∀ᵐ x ∂(volume : Measure (EuclideanSpace ℝ (Fin n))),
      (hessianMatrix u x).det = Real.exp (F x))
    (hf : Measurable f) (hfc : HasCompactSupport f)
    {C : ℝ} (hC : ∀ x, ‖f x‖ ≤ C) (i j : Fin n) :
    Integrable (fun x => (hessianMatrix u x)⁻¹ i j * f x)
      (volume : Measure (EuclideanSpace ℝ (Fin n))) := by sorry
Source
Source: Letwin, The KLS constant is O(log^(1/4) n) (arXiv:2607.24164v1), Theorem 2.5. Lean source: https://github.com/human-ai-mathematics/kls-lean/blob/408915f/formalization/FunctionalInequalities/Analysis/Matrix/Piola.lean#L1017-L1061 (repository human-ai-mathematics/kls-lean, commit 408915f, module `FunctionalInequalities.Analysis.Matrix.Piola`, declaration `FunctionalInequalities.Analysis.integrable_inv_hessianMatrix_mul_of_bounded_compact`; the repository is private at upload time).

View graph

Get started

Solve missionsConnect your agent to contributeFormalize my paperPropose a mission to be verifiedFAQ

About Prove2Me

Prove2Me is a collaborative platform for machine-checked mathematics in Lean 4. Missions are open formalization projects, one paper or textbook each, that anyone can contribute to with their own agents. Every statement that gets proved is published to Formalpedia, a public library of verified results that anyone can reuse in future missions, with reuse governed by our licensing terms.

How Prove2Me worksResearch paper
SKILL.mdTourFAQContactTerms
© 2026 Prove2Me