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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import LeanPool.OSforGFF.Spacetime.Euclidean import Mathlib.Analysis.Complex.Exponent...
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exact Integrable.mono' h_bound_int hf_meas h_norm_bound -- Part 2: Integrability on (1/m, ∞) · -- At infinity: use besselK1_asymptotic for exponential decay -- For r > 1/m, we have mr > 1, so K₁(mr) ≤ (sinh 1 + 2) exp(-mr) set C := sinh 1 + 2 with hC_def have hC_pos : 0 < C := by simp only [hC_def...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import Mathlib.Analysis.Fourier.FourierTransform import Mathlib.Analysis.Fourier.Inve...
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/-- The exponential decay function is integrable over ℝ. -/ lemma integrable_expDecayFun (μ : ℝ) (hμ : 0 < μ) : Integrable (expDecayFun μ) volume := by unfold expDecayFun exact Integrable.ofReal (integrable_exponential_decay μ hμ) /-- Mathlib's Fourier transform of expDecayFun equals the scaled Lorentzian. FT_...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import Mathlib.Data.Matrix.Basic import Mathlib.LinearAlgebra.Matrix.PosDef import Ma...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import Mathlib.Analysis.Distribution.SchwartzSpace.Deriv import Mathlib.MeasureTheory...
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-- The map preserves measure (translation invariance of Lebesgue measure) have he_preserves : MeasurePreserving e (volume.prod volume) (volume.prod volume) := by -- Use measurePreserving_sub_prod: (x, y) ↦ (x - y, y) preserves measure have := measurePreserving_sub_prod (G := EuclideanSpace ℝ (Fin d)) vo...
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_ < ‖a‖ := by linarith [norm_nonneg a] linarith change Integrable F (volume.prod volume) rw [← MeasureTheory.integrableOn_iff_integrable_of_support_subset h_supp_F] exact h_cont_F.integrableOn_compact hK_compact rw [h_assoc] -- Use Tendsto.congr' with the eventually equa...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import LeanPool.OSforGFF.General.PositiveDefinite import Mathlib.Analysis.InnerProduc...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import LeanPool.OSforGFF.General.SchurProduct import Mathlib.Analysis.SpecialFunction...
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-- Convert continuousAt to the right-sided limit rw [← h_limit_simplify] exact tendsto_nhdsWithin_of_tendsto_nhds h_cont_at_zero.tendsto -- Apply ge_of_tendsto: if f(ε) ≥ 0 eventually and f → f(0), then f(0) ≥ 0 have h_final : 0 ≤ x ⬝ᵥ (entrywiseExp R).mulVec x := ge_of_tendsto h_tendsto (by ...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import Mathlib.MeasureTheory.Integral.Prod import Mathlib.MeasureTheory.Integral.Boch...
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rw [← integrableOn_univ, ← Iic_union_Ioi (a := (0:ℝ)), show Iic (0:ℝ) = Iio 0 ∪ {0} from Eq.symm Iio_union_right] exact (h_iio.union (integrableOn_singleton (hx := by simp))).union h_ioi -- g ≥ 0 everywhere have h_nonneg : ∀ t : ℝ, 0 ≤ g t := fun t => by positivity -- C = ∫_ℝ g(t) dt > 0 (g > 0 on ope...
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have h_bound : ∀ x : Ω × (ℝ × ℝ), (↑‖(A x.2.1 x.1 - c) * starRingEnd ℂ (A x.2.2 x.1 - c)‖₊ : ℝ≥0∞) ≤ ↑‖A x.2.1 x.1 - c‖₊ ^ 2 + ↑‖A x.2.2 x.1 - c‖₊ ^ 2 := by intro x rw [nnnorm_mul, coe_mul, show ‖starRingEnd ℂ (A x.2.2 x.1 - c)‖₊ = ‖A x.2.2 x.1 - c‖₊ from nnnorm_star _] exact ennreal_mul_l...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import Mathlib.Analysis.SpecialFunctions.Gaussian.GaussianIntegral import Mathlib.Me...
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refine setIntegral_congr_fun measurableSet_Ioi fun t ht => ?_ rw [show -a/t^2 - b*t^2 = -(a/t^2 + b*t^2) by ring, complete_square a b ha hb t ht, neg_add, exp_add] ring_nf /-- Second substitution: u = √b · t, so √a/t - √b·t = √(ab)/u - u -/ lemma laplace_integral_subst_scale (a b : ℝ) (ha : 0 < a) (hb : 0 < b)...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import Mathlib.Data.Complex.Basic import Mathlib.Algebra.BigOperators.Group.Finset.B...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import Mathlib.Analysis.Distribution.SchwartzSpace.Deriv import Mathlib.MeasureTheor...
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-- The integral bound follows from: -- 1. ‖f x‖ ≤ C_f / (1 + ‖x‖)^N (Schwartz decay) -- 2. On support of K_sing(x-y), Peetre gives: 1/(1+‖x‖)^N ≤ (1+R₀)^N/(1+‖y‖)^N -- 3. Change of variables: ∫ |K_sing(x-y)| dx = ∫ |K_sing(z)| dz = I_Ksing calc ‖∫ x, f x * (kernelSingular K R₀ (x - y) : ℂ)‖ ≤ ∫ x, ‖f x * ...
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· exact le_of_lt hC_conv_pos · intro a have h_one_plus_pos : 0 < 1 + ‖a‖ := by positivity have h_base_ge_one : 1 ≤ 1 + ‖a‖ := by linarith [norm_nonneg a] -- The bound from convolutionPolynomialDecay gives us: -- ‖∫ H(y) g_flip(a-y) dy‖ ≤ C_conv / (1 + ‖a‖)^N ≤ C_conv * (1 + ‖a‖)^(-α) have h_conv_t...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import Mathlib.LinearAlgebra.Matrix.Hadamard import Mathlib.LinearAlgebra.Matrix.Kron...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import Mathlib.Analysis.Distribution.SchwartzSpace.Deriv import Mathlib.MeasureTheor...
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· -- ae bound: ‖f(x) K_tail(x-y) g(y-a)‖ ≤ M_tail * ‖f(x) * g(y-a)‖ filter_upwards with ⟨x, y⟩ simp only [Function.uncurry] have hKt_bnd : ‖(K_tail (x - y) : ℂ)‖ ≤ M_tail := by rw [Complex.norm_real, Real.norm_eq_abs] exact hM_tail (x - y) calc ‖f x * (K_tail (x - y) : ℂ) * g (y ...
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-- kernelTail K R₀ x = K x * indicator is measurable have hind : Measurable ((closedBall (0 : E) R₀)ᶜ.indicator (fun _ => (1 : ℝ))) := measurable_const.indicator isClosed_closedBall.measurableSet.compl have h1 : Measurable (kernelTail K R₀) := hK_meas.mul hind have h2 : Measurable (fun...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import LeanPool.OSforGFF.General.BesselFunction import LeanPool.OSforGFF.General.Four...
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/- Copyright (c) 2026 Rémy Degenne, Peter Pfaffelhuber. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Rémy Degenne, Peter Pfaffelhuber -/ import Mathlib.Analysis.SpecificLimits.Basic import Mathlib.MeasureTheory.MeasurableSpace.Defs /-! THIS FILE IS NOT USED FOR TH...
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/- Copyright (c) 2026 Rémy Degenne, Peter Pfaffelhuber. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Rémy Degenne, Peter Pfaffelhuber -/ import Mathlib.MeasureTheory.Constructions.ClosedCompactCylinders import Mathlib.Topology.Compactness.CompactSystem import Mathli...
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/- Copyright (c) 2026 Rémy Degenne, Peter Pfaffelhuber. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Rémy Degenne, Peter Pfaffelhuber -/ import LeanPool.OSforGFF.KolmogorovExtension4.RegularContent import Mathlib.MeasureTheory.Constructions.ProjectiveFamilyContent i...
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/- Copyright (c) 2026 Rémy Degenne, Peter Pfaffelhuber. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Rémy Degenne, Peter Pfaffelhuber -/ import LeanPool.OSforGFF.KolmogorovExtension4.CompactSystem import Mathlib.MeasureTheory.Measure.AddContent /-! # Regular Conten...
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/- Copyright (c) 2026 Rémy Degenne, Peter Pfaffelhuber. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Rémy Degenne, Peter Pfaffelhuber -/ import Mathlib.MeasureTheory.SetSemiring /-! # Semirings of sets A semi-ring of sets `C` is a family of sets containing `∅`, st...
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/- Copyright (c) 2026 Rémy Degenne, Peter Pfaffelhuber. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Rémy Degenne, Peter Pfaffelhuber -/ import LeanPool.OSforGFF.KolmogorovExtension4.AuxLemmas import LeanPool.OSforGFF.KolmogorovExtension4.CompactSystem import LeanPo...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import Mathlib.Probability.Distributions.Gaussian.Fernique import LeanPool.OSforGFF....
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import Mathlib.Analysis.Analytic.Basic import Mathlib.Analysis.Analytic.Construction...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import LeanPool.OSforGFF.OS.OS0Analyticity import LeanPool.OSforGFF.Schwinger.Gaussi...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import Mathlib.Data.Complex.Basic import Mathlib.Analysis.InnerProductSpace.Basic im...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import Mathlib.Data.Complex.Basic import Mathlib.Analysis.LocallyConvex.Basic import...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback -/ import LeanPool.OSforGFF.Minlos.NuclearSpace import LeanPool.OSforGFF.Minlos.PietschBridge import LeanPool.OSforGFF.Minlos.Main i...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import LeanPool.OSforGFF.Measure.Construct import LeanPool.OSforGFF.Measure.GaussianF...
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/- Copyright (c) 2026 Michael R. Douglas. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas -/ import LeanPool.OSforGFF.Bochner.Main /-! # Finite-Dimensional Marginals for Minlos' Theorem For a continuous positive-definite normalized functional Φ on ...
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/- Copyright (c) 2026 Michael R. Douglas. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas -/ import LeanPool.OSforGFF.Minlos.MeasurableModification /-! # Minlos' Theorem Minlos' theorem: on a nuclear locally convex space E, a continuous positive-de...
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/- Copyright (c) 2026 Michael R. Douglas. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas -/ import LeanPool.OSforGFF.Minlos.ProjectiveFamily import LeanPool.OSforGFF.Minlos.MinlosConcentration import Mathlib.Topology.Bases import Mathlib.Topology.Ex...
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noncomputable def extensionCLM [SeparableSpace E] [IsHilbertNuclear E] [Nonempty E] (d : ℕ → E) (hd : DenseRange d) (p : ℕ → Seminorm ℝ E) (hp_top : WithSeminorms (fun n => p n)) (ω : E → ℝ) (hω : ω ∈ goodPaths d p) : WeakDual ℝ E := ⟨{ toFun := extensionFun d hd p ω hω map_add' := extensionFun_m...
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(measurable_pi_apply (d (φ k))).sub (measurable_pi_apply f) apply Measurable.aestronglyMeasurable exact ((hY_meas.const_mul t).complex_ofReal.const_mul I).cexp have h_bound : ∀ k, ∀ᵐ ω ∂ν, ‖exp (I * ↑(t * Y k ω))‖ ≤ (1 : ℝ) := by intro k filter_upwards with ω simp [Complex.norm_exp, Co...
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/- Copyright (c) 2026 Michael R. Douglas. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas -/ import LeanPool.OSforGFF.Minlos.SazonovTightness import LeanPool.OSforGFF.Minlos.NuclearSpace import LeanPool.OSforGFF.Minlos.PietschBridge import Mathlib.Da...
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have hu_proj_orth : p.innerProd u (∑ j : Fin k, c j • e j) = 0 := by rw [gs_innerProd_sum_right p hp] simp_rw [gs_innerProd_smul_right p hp]; simp [hu_orth] -- Pythagoras: u + proj = v have hv_eq : u + ∑ j : Fin k, c j • e j = v := sub_add_cancel v _ have h_pyth := gs_pythagoras p hp u (∑ j : Fi...
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ν {ω : E → ℝ | ∃ c : ℕ →₀ ℚ, c.support ⊆ Finset.range N ∧ ω (c.sum (fun i a => (a : ℝ) • d i)) ≠ ∑ j : Fin k, α_map c j * ω (e j)} ≤ ENNReal.ofReal ε_q := by -- Define kernel elements z_c for each c let z (c : ℕ →₀ ℚ) : E := c.sum (fun i a => (a : ℝ) • d i) - ∑ j, α_map c j • e j -- Step 1: Li...
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set T : (E → ℝ) → ℝ := fun ω => ∑ i : Fin (k + 1), ω (e i) ^ 2 have hA_ne_top : ν {ω | R ^ 2 < T ω} ≠ ⊤ := ne_top_of_le_ne_top (measure_ne_top ν Set.univ) (measure_mono (Set.subset_univ _)) rw [← ENNReal.ofReal_toReal hA_ne_top] apply ENNReal.ofReal_le_ofReal have h_T_meas : Measurable T := Finset.measu...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback -/ import Mathlib.Analysis.LocallyConvex.WithSeminorms import Mathlib.Topology.Algebra.Module.Spaces.WeakDual import Mathlib.Measure...
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/- Copyright (c) 2026 Michael R. Douglas. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas -/ import LeanPool.OSforGFF.Minlos.NuclearSpace import Mathlib.Topology.Instances.RealVectorSpace /-! # Bridge: Pietsch Nuclearity → Bochner IsHilbertNuclear ...
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Finset.sum_le_sum (fun j _ => hCS j) _ = (∑' n, c n) * ∑ j, (∑' n, (f n (e j)) ^ 2 * c n) := by rw [← Finset.mul_sum] _ = (∑' n, c n) * (∑' n, ∑ j, (f n (e j)) ^ 2 * c n) := by -- Swap finite sum and tsum congr 1 rw [← Summable.tsum_finsetSum (fun ...
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/- Copyright (c) 2026 Michael R. Douglas. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas -/ import LeanPool.OSforGFF.Minlos.FinDimMarginals import LeanPool.OSforGFF.KolmogorovExtension4.KolmogorovExtension /-! # Bridge: Bochner Marginals → Projecti...
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/- Copyright (c) 2026 Michael R. Douglas. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas -/ import LeanPool.OSforGFF.Bochner.Sazonov import LeanPool.OSforGFF.Bochner.PositiveDefinite import Mathlib.MeasureTheory.Measure.CharacteristicFunction.Basic ...
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have htI : t * I = ∫ x : V, gaussDensity σ x * (c * @inner ℝ V _ w x) ^ 2 := by rw [show t = c ^ 2 from hc.symm, ← integral_const_mul]; congr 1; ext x; ring rw [htI] calc ∫ x, gaussDensity σ x * (c * @inner ℝ V _ w x) ^ 2 ≤ ∫ x, gaussDensity σ x * (2 * (Real.cosh (c * @inner ℝ V _ w x) - 1)) := by...
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intro i; rw [restrictOp_apply] simp_all simp_all exact lhs_eq.trans ((h1.symm.trans h2).trans rhs_eq) /-- The trace of the restricted operator is bounded by the trace of the original on any Hilbert basis. Combines trace basis independence on EuclideanSpace with the diagonal bound. -/ lemma restrict...
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/- Copyright (c) 2026 Michael R. Douglas. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas -/ import LeanPool.OSforGFF.Minlos.FinDimMarginals import LeanPool.OSforGFF.Minlos.Main import LeanPool.OSforGFF.Minlos.MeasurableModification import LeanPool.O...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import Mathlib.Tactic.Ring import Mathlib.Tactic.Linarith import Mathlib.Tactic.Norm...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import LeanPool.OSforGFF.Measure.GaussianFreeField import LeanPool.OSforGFF.OS.OS3Ref...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import LeanPool.OSforGFF.Measure.Construct import LeanPool.OSforGFF.Covariance.RealFo...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import LeanPool.OSforGFF.Spacetime.Basic import LeanPool.OSforGFF.OS.Axioms import L...
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(((analyticOnNhd_id (𝕜 := ℂ)).pow 2).mul analyticOnNhd_const) -- 2 * t * Q_ri is linear in t have : AnalyticOnNhd ℂ (fun t : ℂ => (2 * (freeCovarianceFormR m f_re f_im : ℂ)) * t) Set.univ := AnalyticOnNhd.mul analyticOnNhd_const analyticOnNhd_id have heq : (fun t : ℂ => 2 * t * (freeCovarianc...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import LeanPool.OSforGFF.Spacetime.Basic import LeanPool.OSforGFF.OS.Axioms import L...
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`c = 1/(2 m^2)`. This uses `gff_generating_L2_bound` and `gff_two_point_locally_integrable` established above. Note: Named `_revised` because the alternative OS0 proof in `GaussianFreeField.lean` uses the same module; both are valid, and `OS.Master` uses this one. -/ theorem gaussianFreeField_satisfies_OS1...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import LeanPool.OSforGFF.Measure.IsGaussian import LeanPool.OSforGFF.Covariance.Posi...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import LeanPool.OSforGFF.Spacetime.Basic import LeanPool.OSforGFF.Spacetime.Positive...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import LeanPool.OSforGFF.OS.OS3MixedRepInfra /-! # OS3 — Mixed Representation via S...
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-- Step 3: Goal is ∫ x in S, ↑(f x) = ↑(result) -- Use integral_complex_ofReal: ∫ x in S, ↑(f x) = ↑(∫ x in S, f x) rw [integral_complex_ofReal] -- Now goal is: ↑(∫ x in S, f x) = ↑(result), which follows from s_integral_eval exact congrArg Complex.ofReal (s_integral_eval t ω hω) /-- **Complex-valued s-integra...
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-- The formal proof requires showing: -- (a) ∫_x ∫_y ∫_s F = ∫_{(x,y)} ∫_s F = ∫_{(s,x,y)} F (by integral_integral twice) -- (b) ∫_s ∫_x ∫_y F = ∫_s ∫_{(x,y)} F = ∫_{(s,x,y)} F (by integral_integral twice) -- Hence (a) = (b). exact schwinger_fubini_core m f /-- The kernel-level Schwinger representation holds...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import Mathlib.MeasureTheory.Integral.Gamma import Mathlib.Analysis.SpecialFunctions...
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have h_maps : Set.MapsTo (fun r : ℝ => (s, r)) Set.univ (Set.Ioi 0 ×ˢ Set.univ) := by intro r _; exact ⟨hs, Set.mem_univ _⟩ exact heatKernelPositionSpace_continuousOn.comp h_proj h_maps exact (continuousOn_univ.mp h_cont_on) exact (h_cont_r.comp h_norm).aestronglyMeasurable have ...
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apply (EuclideanSpace.equiv (Fin (STDimension - 1)) ℝ).symm.continuous.comp apply continuous_pi intro i have h : i.val + 1 < STDimension := by simp [STDimension]; omega exact PiLp.continuous_apply 2 (fun _ : Fin STDimension => ℝ) (⟨i.val + 1, h⟩ : Fin STDimension) /-- `spatialPart` is measurable. -/ lemma spat...
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_ = (1/6) * ∫ u in Set.Ioi 0, u^3 * Real.exp (-u^2 / (4 * s)) := by conv_lhs => arg 2; ext u; rw [show Real.exp (-u^2 / (4 * s)) * (u^3 / 6) = (1/6) * (u^3 * Real.exp (-u^2 / (4 * s))) by ring] rw [MeasureTheory.integral_const_mul] _ = (1/6) * (8 * s^2) := by rw [h_u_int] -- Co...
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exact (SchwartzMap.continuous f).comp h_sts_cont -- Continuous implies strongly measurable have h_joint_sm : MeasureTheory.StronglyMeasurable (fun p : ℝ × EuclideanSpace ℝ (Fin 3) => ‖f (spacetimeOfTimeSpace p.1 p.2)‖) := h_joint_cont.stronglyMeasurable -- Use StronglyMeasurable.integral_prod_right ...
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-- (This is the atomic fact about Schwartz functions vanishing at t=0) -- Step 2: Define the dominating function using the constant from -- F_norm_bound_via_linear_vanishing -- Get the constant C_bound from the linear vanishing bound obtain ⟨C_bound, hC_pos, h_F_bound⟩ := F_norm_bound_via_linear_vanishi...
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-- The integrand is Schwartz × const × exp(real) × exp(real) × exp(pure imaginary) -- Each factor is continuous, hence the whole product is continuous have hf_cont : Continuous f := SchwartzMap.continuous f have h1 : Continuous (fun (p : SpatialCoords × SpaceTime × SpaceTime) => (starRingEnd ℂ) (f p.2...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import LeanPool.OSforGFF.Spacetime.Basic import LeanPool.OSforGFF.Spacetime.Positive...
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have h_int : Integrable (fun p : SpaceTime × SpaceTime => starRingEnd ℂ (f p.1) * (freeCovariance m p.1 p.2 : ℂ) * starRingEnd ℂ (g p.2)) (MeasureTheory.volume.prod MeasureTheory.volume) := by -- (star f)(x) = conj(f(Θx)), so conj(f(x)) = (star f)(Θ⁻¹ x) = (star f)(Θx) since Θ² = id -- Actually, let...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import LeanPool.OSforGFF.Spacetime.Basic import LeanPool.OSforGFF.Schwinger.Defs imp...
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covarianceClusteringReal (gaussianFreeFieldFree m) := by intro f g ε hε exact schwartz_cross_covariance_decay_real m f g ε hε /-! ## OS4 Polynomial Clustering for GFF The GFF satisfies polynomial clustering with any decay rate α > 0, because the underlying covariance has exponential decay (from the mass gap). Th...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import Mathlib.Analysis.Distribution.SchwartzSpace.Deriv import Mathlib.Analysis.Dis...
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apply Integrable.const_mul have h_transl : ∀ x y, freeCovariance m x y = freeCovarianceKernel m (x - y) := by intro x y; simp only [freeCovariance, freeCovarianceBessel, freeCovarianceKernel, zero_sub, norm_neg] have h_eq2 : (fun p : SpaceTime × SpaceTime => ‖(freeCovariance m p.1 p.2 : ℂ)‖ * ‖g p...
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have h_DecayFn_cont : Continuous (Function.uncurry DecayFn) := h_decay_cont have h1 : ∫ s in Set.Icc (0 : ℝ) T, ∫ u in Set.Icc (0 : ℝ) T, ‖Cov s u‖ ≤ ∫ s in Set.Icc (0 : ℝ) T, ∫ u in Set.Icc (0 : ℝ) T, c * (1 + |s - u|)^(-(3 : ℝ)) := by apply MeasureTheory.setIntegral_mono_on · -- Integr...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import Mathlib.Analysis.Distribution.SchwartzSpace.Deriv import Mathlib.Analysis.Dis...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import LeanPool.OSforGFF.OS.Axioms import LeanPool.OSforGFF.OS.Master import LeanPool...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import LeanPool.OSforGFF.Spacetime.Basic import LeanPool.OSforGFF.Spacetime.ComplexT...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import Mathlib.Analysis.InnerProductSpace.PiL2 import Mathlib.MeasureTheory.Integral...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import LeanPool.OSforGFF.Spacetime.Basic import LeanPool.OSforGFF.Schwinger.Defs /-...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import LeanPool.OSforGFF.Schwinger.Defs import LeanPool.OSforGFF.Schwinger.GaussianMo...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ -- Import our functional analysis utilities import LeanPool.OSforGFF.General.Functio...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import Mathlib.Data.Complex.Basic import Mathlib.Analysis.Distribution.SchwartzSpace...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import LeanPool.OSforGFF.Spacetime.Basic import LeanPool.OSforGFF.Spacetime.ProdInte...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import Mathlib.Tactic.Ring import Mathlib.Tactic.Linarith import Mathlib.Tactic.Norm...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import LeanPool.OSforGFF.Spacetime.Basic /-! # Euclidean Group E(4) and Its Actions...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import Mathlib.LinearAlgebra.Complex.FiniteDimensional import LeanPool.OSforGFF.Space...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import Mathlib.Analysis.Distribution.SchwartzSpace.Deriv import Mathlib.Analysis.Spec...
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have h_eq : (fun s => spacetimeOfTimeSpace s x_sp) = (fun s => spacetimeOfTimeSpace 0 x_sp + s • e₀) := funext h_path_eq rw [h_eq] -- Constant + linear is differentiable exact (differentiable_const _).add (differentiable_id.smul_const e₀) |>.differentiableAt -- Bound on the derivative: ‖de...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import LeanPool.OSforGFF.Spacetime.Basic /-! # Time Translation Operators This fil...
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-- MVT + derivative bound step using chain rule and currying -- The key technical step is computing the derivative norm using fderiv_iteratedFDeriv have h_mvt_bound : ‖g 1 - g 0‖ ≤ |h| * ⨆ t ∈ Set.Icc (0 : ℝ) 1, ‖iteratedFDeriv ℝ (n + 1) f (x + t • y)‖ := schwartz_timeTranslation_mvt_bound n f h x y hy ...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import LeanPool.OSforGFF.Spacetime.Basic import LeanPool.OSforGFF.Spacetime.Decompos...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import LeanPool.OSforGFF.Spacetime.Basic import LeanPool.OSforGFF.Spacetime.ComplexTe...
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/- Copyright (c) 2026 Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Michael R. Douglas, Sarah Hoback, Anna Mei, Ron Nissim -/ import LeanPool.OSforGFF.Bochner import LeanPool.OSforGFF.Covariance import LeanPool....