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Smooth anisotropic grid weight for reconstruction approximants

Definition
Hairer_GridWeight

by jmmaloney4 · Sep 23, 2026 · Mathlib 0df444a (Lean v4.33.1)

hairerreconstructionregularity-structures

Auxiliary smooth weight for the grid / multiresolution approximants used in the reconstruction theorem.

Following the smooth-partition formalization of Hairer's Theorem 3.10 (cf. the inlined weight in the Proved lemma Hairer.uniform_grid_model_comparison, and Hairer arXiv:1303.5113 §3.1 / proof of Thm 3.10), we record:

  • gridWeight — the tensor product of one-dimensional bumps σ(t+1)-σ(t) built from Mathlib's smooth transition;
  • gridCentre — the anisotropic lattice point δ^{s_i} j_i;
  • dyadicScale — the dyadic scale 2^{-n}.

These are published as a Definition so theorem statements can import them instead of placing defs in a preamble (which breaks /verify type matching when the statement mentions those names).

Definition code
import Definitions.Def_Hairer_TestFunctions

set_option autoImplicit false
open scoped BigOperators
noncomputable section
namespace Hairer

/-- Smooth box weight built from Mathlib's `smoothTransition`, matching the
`W` inlined in `Hairer.uniform_grid_model_comparison`. -/
def gridWeight {d : ℕ} (z : Pt d) : ℝ :=
  ∏ i, (Real.smoothTransition (z i + 1) - Real.smoothTransition (z i))

/-- Grid centre at anisotropic scale `δ`. -/
def gridCentre {d : ℕ} (s : Fin d → ℕ) (δ : ℝ) (j : Fin d → ℤ) : Pt d :=
  fun i ↦ δ ^ s i * (j i : ℝ)

/-- Dyadic scale `2⁻ⁿ`. -/
def dyadicScale (n : ℕ) : ℝ := (2 : ℝ) ^ (-(n : ℝ))

end Hairer
Source
M. Hairer, A theory of regularity structures, Invent. Math. 198 (2014), arXiv:1303.5113 (v4), §3.1 and proof of Theorem 3.10; matches the weight inlined in Prove2Me lemma Hairer.uniform_grid_model_comparison

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