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Poincaré test family from a finite pre-energy

Definition
KLSModular_FunctionalInequalities_Poincare_Relaxation

by Lazyfill · Oct 25, 2026 · Mathlib 0df444a (Lean v4.33.1)

functional-inequalitiesklskls-conjecturekls-modularlog-concavemodule-context

Poincare.TestFamily.ofPreEnergy builds a test family from a pre-energy on real L²(μ), assigning each concrete test the variance of its ambient L² realization and its original finite energy. The bundle contains only this family definition; it does not itself state density, quadraticity, or a comparison between the pre-energy and its sequential relaxation. The associated framework permits empty test types and extended optimal constants, including ⊤.

Original module imports

import FunctionalInequalities.Energy.Relaxation.Recovery
import FunctionalInequalities.Poincare.L2.Energy

Original declaration excerpt

Shown in the original module context.

def ofPreEnergy : TestFamily where
  Test := P.Test
  variance f := L2.variance μ (P.toAmbient f)
  energy := P.energy

Module navigation

Direct project imports: Energy/Relaxation/Recovery, Poincare/L2/Energy.

Theorems in source order:

  • holds_ofPreEnergy_iff

Project result: The KLS conjecture.

Original module · FunctionalInequalities.Poincare.Relaxation · Frozen source 408915f.

Definition code
import Definitions.Def_KLSModular_FunctionalInequalities_Energy_Relaxation_Recovery
import Definitions.Def_KLSModular_FunctionalInequalities_Poincare_L2_Energy

noncomputable section
open MeasureTheory Filter Topology
namespace FunctionalInequalities
namespace Poincare
namespace TestFamily
universe u
variable {α : Type u} [MeasurableSpace α] (μ : ProbabilityMeasure α)
  (P : Energy.PreEnergy (Lp ℝ 2 (μ : Measure α)))
/-- Concrete tests with the variance of their `L²` realizations and their raw finite energy. -/
def ofPreEnergy : TestFamily where
  Test := P.Test
  variance f := L2.variance μ (P.toAmbient f)
  energy := P.energy
end TestFamily
end Poincare
end FunctionalInequalities
Source
Lean source: https://github.com/human-ai-mathematics/kls-lean/blob/408915f/formalization/FunctionalInequalities/Poincare/Relaxation.lean#L30-L34 (repository human-ai-mathematics/kls-lean, commit 408915f, module `FunctionalInequalities.Poincare.Relaxation`, definition bundle `KLSModular_FunctionalInequalities_Poincare_Relaxation`; the repository is private at upload time).

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