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RequestProject.HadamardCn3ResidualBase

Residual Analytic Support For The Cn^3 Formalization #

This module contains the triangle/quartic/cubic support estimates that feed the local-gap residual analysis. It is the last foundational layer before the higher-level bridge and residual modules.

Triangle Expansion #

theorem triangle_formula (n : ℕ) (lam : Fin n → Fin n → ℝ) :
cubicT n lam = ∑ i : Fin n, ∑ j : Fin n, ∑ k : Fin n, if i < j ∧ j < k then lam i j * lam i k * lam j k else 0

Expands the cubic statistic as an explicit sum over ordered triangles.

theorem pair_triangleThroughPair_eq_simpleCycle4LastCross (n : ℕ) (B : Fin n → Fin n → ℝ) (x : Fin n → ℝ) :
(∑ i : Fin n, ∑ j : Fin n, if i < j then x i * x j * triangleThroughPair n B i j else 0) = simpleCycle4LastCross n B x
theorem fourth_cumulant_identity (n : ℕ) (lam : Fin n → Fin n → ℝ) :
(momentX n lam 4 - 3 * sNorm n lam ^ 2) / 24 = quarticCorr n lam

Fourth cumulant identity: κ₄/24 = Q₄^corr(λ). The fourth cumulant κ₄ = μ₄ - 3μ₂² = μ₄ - 3s², and κ₄/24 = (μ₄ - 3s²)/24 = Q₄^corr.

Fourth-Moment and Gaussian Bounds #

theorem complex_log_approx_quadratic (z : ℂ) (hz : ‖z‖ ≤ 1 / 2) :
‖Complex.log (1 + z) - z + z ^ 2 / 2‖ ≤ ‖z‖ ^ 3
theorem inner_core_gaussian_mass :
∃ (c_star : ℝ), 0 < c_star ∧ ∀ (d : ℕ) (t : ℝ), 1 ≤ t → coreMass d t ≥ (1 - Real.exp (-(c_star * ↑d))) * gaussianF d t
theorem gaussianF_le_const_mul_coreMass :
∃ (C : ℝ), 0 < C ∧ ∀ (d : ℕ) (t : ℝ), 1 ≤ d → 1 ≤ t → gaussianF d t ≤ C * coreMass d t

The Gaussian reference mass is controlled by a fixed multiple of coreMass.

Far-Shell and Off-Core Estimates #

The ambient Gaussian kernel on edge coordinates is integrable.

Polynomial-Gaussian kernels on edge coordinates are integrable.

theorem avg_one_exp_neg_eight_div_pi_sq_le_exp_neg_two_div_pi_sq {u : ℝ} (hu0 : 0 ≤ u) (hu1 : u ≤ 1) :
(1 + Real.exp (-(8 / Real.pi ^ 2) * u)) / 2 ≤ Real.exp (-(2 / Real.pi ^ 2) * u)

The cubic-core L² kernel is globally integrable against the Gaussian weight.

The corrected logarithmic core exponent, written in edge coordinates.

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    def correctedCoreIntegrand (n t : ℕ) (mu : Cn3Torus.Edge n → ℝ) :

    The repaired step-1 core model with quartic and quintic phases included.

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      def quarticCoreExponent (n : ℕ) (mu : Cn3Torus.Edge n → ℝ) :

      The intermediate core exponent that keeps the quartic term but drops the quintic phase.

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        def quarticCoreIntegrand (n t : ℕ) (mu : Cn3Torus.Edge n → ℝ) :

        The quartic core model used between the repaired and cubic cores.

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          def cubicCoreExponent (n : ℕ) (mu : Cn3Torus.Edge n → ℝ) :

          The pure cubic-Gaussian core exponent.

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            def cubicCoreIntegrand (n t : ℕ) (mu : Cn3Torus.Edge n → ℝ) :

            The cubic-Gaussian core model.

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              Exact pointwise factorization of the repaired-to-quartic core difference.

              Exact pointwise factorization of the quartic-to-cubic core difference.

              Real-phase Lipschitz bound: |e^{iu} - 1| ≤ |u|.