Analysis · formal theorem

Fourier L¹/L² Compatibility Bridge

The function-level Fourier transform agrees almost everywhere with its L² representative for ℝ → ℂ functions in both L¹ and L².

Scope: The narrow ℝ → ℂ, volume-measure L¹/L² Fourier compatibility bridge: the function-level Fourier transform agrees almost everywhere with the L² Fourier representative for functions in both L¹ and L².

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Unfinished proof stepsNone
PublicationAccepted formal theorem
Fourier compatibility bridgeA real-to-complex function lying in both L one and L two has a function-level Fourier transform that agrees almost everywhere with its L two representative.
Exact scope: The narrow ℝ → ℂ, volume-measure L¹/L² Fourier compatibility bridge: the function-level Fourier transform agrees almost everywhere with the L² Fourier representative for functions in both L¹ and L².

Exact formal proposition

Hypotheses and conclusion

theorem fourier_ae_eq_l2_fourier_of_memLp_one_two
    {f : ℝ → ℂ}
    (hf_one : MeasureTheory.MemLp f 1 MeasureTheory.volume)
    (hf_two : MeasureTheory.MemLp f 2 MeasureTheory.volume) :
    FourierTransform.fourier f =ᵐ[MeasureTheory.volume]
      ((FourierTransform.fourier
          (hf_two.toLp f : MeasureTheory.Lp ℂ 2 MeasureTheory.volume)) : ℝ → ℂ)

The theorem at a glance

Fourier L¹/L² compatibility at a glance

Editorial Fourier-analysis poster showing one L¹∩L² input, separate integral and L² transform constructions, their almost-everywhere common representative, the distributional proof bridge, and the exact non-pointwise scope.
The integral Fourier transform and the L² Fourier representative coincide almost everywhere for functions in L¹∩L².

Accessible transcript

f ∈ L¹ ∩ L² ⇒ ℱfunction(f) =ᵐ ℱL²([f])

The checked proof embeds the L² representative as a tempered distribution, matches both transforms against smooth compactly supported tests, and uses local integrability to conclude almost-everywhere equality. It identifies representatives only up to a null set, not pointwise.

Read the complete poster transcript

FOURIER ANALYSIS · REPRESENTATIVE COMPATIBILITY

ONE TRANSFORM, TWO CONSTRUCTIONS

FOR f : ℝ → ℂ WITH f ∈ L¹ ∩ L²

ℱfunction(f) =ᵐ ℱL²([f])

Equality holds almost everywhere.

f

FUNCTION-LEVEL ROUTE

L¹ makes the integral Fourier transform available.

ℱfunction(f)(ξ) = ∫ℝ f(x)e⁻²πixξ dx

e⁻²πixξ

L² ROUTE

L² supplies the unitary Fourier representative.

ℱL²([f]) ∈ L²(ℝ)

(unitary Fourier transform)

Equal almost everywhere.

Differences can occur only on a set of measure zero.

THE BRIDGE

The two transforms give the same value against every smooth compactly supported test.

HOW THE PROOF MOVES

1 · EMBED THE L² TRANSFORM

View the L² representative as a tempered distribution.

2 · MATCH TEST INTEGRALS

φ

Schwartz duality identifies both actions.

3 · USE LOCAL INTEGRABILITY

Equal compactly supported tests force a.e. equality.

4 · IDENTIFY THE REPRESENTATIVES

ℱfunction(f) =ᵐ ℱL²([f])

EXACT SCOPE

Almost-everywhere equality for f ∈ L¹ ∩ L². Not pointwise equality, not a claim for arbitrary L² functions, and not a discrete Fourier transform.

Theorem schematic

Two Fourier constructions, one a.e. transform

Scientific figure illustrating: For an L¹∩L² input, the function-level and L² Fourier-transform representatives agree almost everywhere.
For an L¹∩L² input, the function-level and L² Fourier-transform representatives agree almost everywhere.

f ∈ L¹ ∩ L² ⇒ ℱfunction(f) =ᵐ ℱL²([f])

When f belongs to both L¹ and L², its oscillatory-integral Fourier transform and its unitary L² Fourier representative determine the same measurable function almost everywhere. The theorem does not assert pointwise equality or cover arbitrary L² inputs.

Result boundary

What this theorem does—and does not—establish

The narrow ℝ → ℂ, volume-measure L¹/L² Fourier compatibility bridge: the function-level Fourier transform agrees almost everywhere with the L² Fourier representative for functions in both L¹ and L².

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Line counts exclude blank lines; comments and documentation count. The total is the commit-pinned first-party Lean import closure; Mathlib and other third-party dependencies are excluded.

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