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Smoothness of the Energy Form Near Invertible Operators

Proved
FunctionalInequalities.Analysis.CoordinateTensor.contDiffAt_energyForm_readable

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

functional-inequalitieskls-conjecturekls-modularkls-readablelog-concave

This statement proves that the coordinate-tensor energy form is C2C^2C2 near an invertible operator.

Let n,r∈Nn,r\in\mathbb Nn,r∈N, let AAA be a continuous linear operator on Rn\mathbb R^nRn represented as EuclideanSpace ℝ (Fin n), and assume AAA is a unit, hence invertible in the relevant operator ring. Let T:(Fin⁡(r)→Fin⁡(n))→RT:(\operatorname{Fin}(r)\to\operatorname{Fin}(n))\to\mathbb RT:(Fin(r)→Fin(n))→R. Then the map

(A′,T′)⟼energyForm⁡(A′,T′)(A',T')\longmapsto \operatorname{energyForm}(A',T')(A′,T′)⟼energyForm(A′,T′)

is twice continuously differentiable at (A,T)(A,T)(A,T).

This local regularity result supplies the differentiability needed for second-order calculations involving the energy form.

Formalization Note The statement uses finite-dimensional EuclideanSpace ℝ (Fin n) and Lean's IsUnit hypothesis rather than a separately stated determinant condition.

Original Lean declaration header

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

theorem contDiffAt_energyForm (A : EuclideanSpace ℝ (Fin n) →L[ℝ] EuclideanSpace ℝ (Fin n)) (hA : IsUnit A)
    (T : (Fin r → Fin n) → ℝ) :
    ContDiffAt ℝ 2 (fun q : (EuclideanSpace ℝ (Fin n) →L[ℝ] EuclideanSpace ℝ (Fin n)) × ((Fin r → Fin n) → ℝ) =>
      energyForm q.1 q.2) (A, T)

Module navigation

Module: Analysis/Tensor/EnergyForm.

Next: sum_mul_prod_delta_erase.

Source excerpt, lines 55–58 · Frozen source 408915f.

Preamble
import Definitions.Def_KLSModular_FunctionalInequalities_Analysis_Tensor_EnergyForm

variable {n r : ℕ}
Formal statement

theorem FunctionalInequalities.Analysis.CoordinateTensor.contDiffAt_energyForm_readable (A : EuclideanSpace ℝ (Fin n) →L[ℝ] EuclideanSpace ℝ (Fin n)) (hA : IsUnit A)
    (T : (Fin r → Fin n) → ℝ) :
    ContDiffAt ℝ 2 (fun q : (EuclideanSpace ℝ (Fin n) →L[ℝ] EuclideanSpace ℝ (Fin n)) × ((Fin r → Fin n) → ℝ) =>
      energyForm q.1 q.2) (A, T) := by sorry
Source
Lean source: https://github.com/human-ai-mathematics/kls-lean/blob/408915f/formalization/FunctionalInequalities/Analysis/Tensor/EnergyForm.lean#L54-L79 (repository human-ai-mathematics/kls-lean, commit 408915f, module `FunctionalInequalities.Analysis.Tensor.EnergyForm`, declaration `FunctionalInequalities.Analysis.CoordinateTensor.contDiffAt_energyForm`; the repository is private at upload time).

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