OAI/Probability/InvariantIsing/Cavity/CavityScalarSpin.lean

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7 declarations, 0 contain sorry, 0 declared as axioms

The ordinary terminal residual in the cavity spin factor. Its variance contributes a constant because every Ising spin has norm squared equal to the number of cavity sites.

  1. lemma OAI.InvariantIsing.cavity_spin_linear_gaussian_integrable line 16
  2. lemma OAI.InvariantIsing.cavity_spin_linear_gaussian_integral line 30
  3. lemma OAI.InvariantIsing.cavity_residual_spin_integrable line 54
  4. theorem OAI.InvariantIsing.cavity_residual_spin_integral line 71

    Source documentation

    The ordinary Gaussian residual supplies n*v/2 to the logarithm, independently of the chosen cavity spin.

    theorem cavity_residual_spin_integral {n : ℕ} (v : ℝ≥0) (c : ℝ)
        (z : Fin n → ℝ) (ε : Spin n) :
        (∫ w : Fin n → ℝ, Real.exp (fieldEnergy (z + w) ε + (n : ℝ) * c / 2)
          ∂(vectorGaussianLaw n v : Measure (Fin n → ℝ))) =
            Real.exp (fieldEnergy z ε + (n : ℝ) * (c + v) / 2) := by
    …

    Mentions: OAI.InvariantIsing.Spin, OAI.InvariantIsing.fieldEnergy, OAI.InvariantIsing.vectorGaussianLaw

  5. def OAI.InvariantIsing.cavityResidualSpinLog line 87
  6. theorem OAI.InvariantIsing.cavityResidualSpinLog_eq line 94

    Source documentation

    The residual-integrated cavity terminal is a sum of one-site log cosh terminals plus the deterministic scalar contribution.

    theorem cavityResidualSpinLog_eq (n : ℕ) (v : ℝ≥0) (c : ℝ) (z : Fin n → ℝ) :
        cavityResidualSpinLog n v c z =
          (n : ℝ) * (c + v) / 2 + ∑ i, Real.log (Real.cosh (z i)) := by
    …

    Mentions: OAI.InvariantIsing.cavityResidualSpinLog

  7. lemma OAI.InvariantIsing.measurable_cavityResidualSpinLog line 103