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Real Hardy Spaces Maximal Functions and Atoms — Examples

1 · Prerequisites

2 · Summary

These examples accompany the real Hardy space page. The normalised indicator of a nondegenerate cube is worked out first: support and size hold but its integral is 1, so the cancellation condition fails and support plus size alone do not make a (1,∞,0)-atom. The companion normalised mean-zero difference of half-cubes is then verified to be a genuine (1,∞,0)-atom, with H1 quasi-norm bounded uniformly over cubes for the fixed admissible kernel and grand-maximal order through the uniform atom estimate; the same function shows that atoms need not be smooth, since it jumps across the cutting hyperplane. All three examples assume Countable Choice.

The Hilbert transform on R and the Riesz transforms on Rn are next applied to an atom: the near part is controlled by the L2 bound of the operator and the far part by the Holder condition together with the vanishing integral of the atom, giving a quantitative L1 bound for the transform. Finally, a compactly supported integrable function with nonzero integral is shown not to lie in H1, by the vanishing-integral corollary for integrable H1 functions; this is a counterexample to the claim that compact support and integrability force H1 membership, and it also explains why atoms carry a cancellation condition.

3 · Logical flowchart

4 · Definitions, theorems and proofs

None yet.

5 · Examples, counterexamples and false statements

CounterexampleConstruction: AI-generatedVerification: AI-generatedprecheck passOpen item page →

A normalised cube indicator is not an H1 atom

Statement refuted

Assume Countable Choice (The Axiom of Countable Choice (ACω)). The claim refuted is that the support and L∞ size conditions alone characterise (1,∞,0)-atoms, in particular that the normalised cube indicator is an atom. Let Q⊆Rn be a nondegenerate axis-parallel cube and put a=∣Q∣−11Q. Then supp⁡a⊆Q and ∣a∣=∣Q∣−11Q≤∣Q∣−1 pointwise, so a satisfies the support and size conditions of a (1,∞,0)-atom (Hp atoms with a prescribed moment order); but ∫Rna=∣Q∣−1∣Q∣=1≠0, so the zeroth-moment condition fails and a is not an atom. This refutes only the atom property; it does not by itself prove ∣Q∣−11Q∉H1, which is the separate and stronger counterexample on this page and requires the vanishing-moment corollary.

Facts & Assumptions

Given: Countable Choice and n≥1, a nondegenerate closed axis-parallel cube Q with volume ∣Q∣ in the sense of Axis-parallel rectangles in Rm and their volume, and the function a=∣Q∣−11Q.

[L1]

A (1,∞,0)-atom is a measurable a with supp⁡a⊆Q, ∣a∣≤∣Q∣−1 almost everywhere, and ∫Rna=0 (Hp atoms with a prescribed moment order).

Counterexample

The witness is the pair (Q,a) with a=∣Q∣−11Q.

1.1L1given

The support and size conditions hold. Since 1Q vanishes off Q, supp⁡a⊆Q, and ∣a∣=∣Q∣−11Q≤∣Q∣−1 pointwise.

1.2L1F1algebra

The moment condition fails. By [F1], ∫Rna=∣Q∣−1∫1Q=∣Q∣−1∣Q∣=1, which is nonzero because ∣Q∣>0. Hence the zeroth-moment requirement ∫a=0 of [L1] fails, and a is not a (1,∞,0)-atom.

2.1step 1.1step 1.2∎

Conclusion. The function a meets the support and size parts of the atom definition but not the cancellation part; therefore the support and size conditions alone do not suffice for the atom property, and the moment condition is a genuine part of Hp atoms with a prescribed moment order.

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An H1 atom need not be smooth or continuous

Statement refuted

Assume Countable Choice (The Axiom of Countable Choice (ACω)). The claim refuted is that every (1,∞,0)-atom is continuous (or smooth). Let Q⊆Rn be a nondegenerate closed axis-parallel cube and let Q+,Q− be the two halves of Q cut by a coordinate hyperplane through the centre cQ of Q; write a=∣Q∣−1(1Q+−1Q−). Then a is a (1,∞,0)-atom (Hp atoms with a prescribed moment order) but is discontinuous at every point of the relative interior of the cutting slice Q∩H, where H is that hyperplane, so no continuity or smoothness may be assumed of a general atom.

Facts & Assumptions

Given: Countable Choice and n≥1, a nondegenerate closed axis-parallel cube Q with centre cQ and volume ∣Q∣, the halving hyperplane H={x:x0=cQ,0} through the centre, and the sets Q+=Q∩{x0>cQ,0}, Q−=Q∩{x0<cQ,0}.

[L1]

A (1,∞,0)-atom is a measurable a with supp⁡a⊆Q, ∣a∣≤∣Q∣−1 a.e. and ∫a=0; no regularity is required (Hp atoms with a prescribed moment order).

[F1]

Q± are axis-parallel boxes each of volume ∣Q∣/2, and Q is the disjoint union of Q+, Q− and Q∩H up to a Lebesgue-null set; consequently ∫Q±1=∣Q∣/2 (Axis-parallel rectangles in Rm and their volume, A box in Rn with parameters ai≤bi is Lebesgue measurable of measure ∏i<n(bi−ai), whichever of its faces are included).

[F2]

A function g:Rn→C is continuous at z if and only if for every neighbourhood V of g(z) there is a neighbourhood U of z with g[U]⊆V (Continuity of a map of topological spaces at a point and globally).

The witness is a=∣Q∣−1(1Q+−1Q−).

Counterexample

technique · direct
1.1L1F1algebra

a is a (1,∞,0)-atom. Clearly supp⁡a⊆Q and ∣a∣≤∣Q∣−1 almost everywhere. For the zeroth moment, [F1] gives ∫a=∣Q∣−1(∣Q∣/2−∣Q∣/2)=0. Hence a satisfies [L1] and is a (1,∞,0)-atom.

2.1step 1.1F2givenalgebra

a is discontinuous across the cutting hyperplane. Fix z∈H∩int⁡Q and let r>0 be smaller than the distance from z to ∂Q; then z+se0∈Q+ and z−se0∈Q− for every 0<s<r, and a(z+se0)=∣Q∣−1, a(z−se0)=−∣Q∣−1. Both sequences tend to z, so continuity of a at z would force the two values to be equal: by [F2] applied to the neighbourhood V={w:∣w−a(z)∣<∣Q∣−1/2} of a(z), every point of a sufficiently small neighbourhood U of z would satisfy a(z+se0)∈V and a(z−se0)∈V, which is impossible because the two values differ by 2∣Q∣−1>∣Q∣−1. Hence a is discontinuous at every z∈H∩int⁡Q, which is the relative interior of the cutting slice, and in particular is not continuous, hence not smooth.

3.1step 1.1step 2.1∎

Conclusion. Step 1.1 exhibits a (1,∞,0)-atom and step 2.1 shows that it has a jump discontinuity on the cutting hyperplane; therefore the atomic size and cancellation conditions do not imply continuity or smoothness, and no regularity of atoms may be assumed in the atomic characterisation. In particular a proof producing L∞ atoms with jumps is not deficient on that account.

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A normalised mean-zero H1 atom

Example

Assume Countable Choice. Fix an admissible kernel φ defining H1 and an admissible grand-maximal order N as in Atoms have uniformly bounded Hp quasi-norm and uniformly bounded test pairings. Let Q⊆Rn be a nondegenerate closed axis-parallel cube with centre cQ, and let Q+,Q− be the two halves of Q cut by a coordinate hyperplane through cQ, so that ∣Q+∣=∣Q−∣=∣Q∣/2. Then a=∣Q∣−1(1Q+−1Q−) is a (1,∞,0)-atom: it is supported in Q, it satisfies ∣a∣≤∣Q∣−1 everywhere, and ∫a=0. For the fixed Hφ1 norm, its size satisfies ∥a∥H1≤C1(n,1,0,N,φ) by Atoms have uniformly bounded Hp quasi-norm and uniformly bounded test pairings. This bound is independent of Q and of the position of the halving hyperplane; it records the kernel and grand-maximal-order dependence explicitly.

Facts & Assumptions

Given: Countable Choice, n≥1, the fixed admissible kernel φ and order N, a nondegenerate closed axis-parallel cube Q with volume ∣Q∣ and centre cQ, the halving hyperplane {x0=cQ,0}, and the sets Q+=Q∩{x0>cQ,0}, Q−=Q∩{x0<cQ,0}.

[L1]

A (1,∞,0)-atom is a measurable a with supp⁡a⊆Q, ∣a∣≤∣Q∣−1 a.e. and ∫a=0 (Hp atoms with a prescribed moment order).

[F1]
[F2]

For the fixed kernel φ, ∥a∥Hp:=∥Mφ0a∥Lp (The real Hardy space Hp defined by a radial maximal function); under Countable Choice and for an admissible order N, every (p,∞,s)-atom satisfies ∥MNa∥Lp≤C0(n,p,s) and ∥a∥Hp≤C1(n,p,s,N,φ), uniformly in its supporting cube (Atoms have uniformly bounded Hp quasi-norm and uniformly bounded test pairings).

Proof technique: direct verification of the three defining properties, then the uniform atom bound.

Verification

technique · direct
1.1L1F1algebra

The three atom properties hold. Since 1Q± vanish off Q, supp⁡a⊆Q. Pointwise ∣a∣=∣Q∣−1 on Q+∪Q− and a=0 elsewhere, so ∣a∣≤∣Q∣−1 everywhere. Finally, by [F1], ∫Rna=∣Q∣−1(∫1Q+−∫1Q−)=∣Q∣−1(∣Q∣/2−∣Q∣/2)=0. Hence a is a (1,∞,0)-atom.

2.1step 1.1F2

The H1 estimate. Apply [F2] with p=1 and s=0: since a is a (1,∞,0)-atom, ∥a∥H1≤C1(n,1,0,N,φ). This bound is uniform over the supporting cube and the position of the halving hyperplane, with the fixed kernel and order dependence shown.

3.1step 1.1step 2.1∎

Conclusion. The half-cube difference is a legitimate (1,∞,0)-atom, and its fixed-kernel H1 norm has the uniform bound stated above.

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The Hilbert transform of an H1 atom is integrable

Example

Assume Countable Choice (The Axiom of Countable Choice (ACω)). Let n≥1 and let a be a (1,∞,0)-atom supported in a compact cube Q⊆Rn. Let T be the Hilbert transform when n=1 (The Hilbert transform is an L2 isometry and squares to minus the identity) and the vector (R1,…,Rn) of Riesz transforms when n≥2 (Riesz transforms on Euclidean space); each component is read as its L2 operator, with norm B≤1 (Riesz transforms are L2 contractions and square to minus the identity in sum), and has an odd kernel with a first-difference bound (δ=1) whose constants depend only on n (Riesz kernel size, difference and spherical-cancellation bounds). Then every component Ta lies in L1(Rn) and ∥Ta∥L1≤Cn(A1+A2′+A3+B), where A1,A2′,A3,B are the kernel size, Holder, cancellation and L2 constants of the component. Write ℓ=ℓ(Q) and let Q† be the concentric cube of side length 2n ℓ. The near/far split is explicit: ∫Q†∣Ta∣≤∣Q†∣1/2∥Ta∥L2≤(2n)n/2B,∫(Q†)c∣Ta∣≤Cn,δA2′∥a∥L1≤Cn,δA2′, the far estimate using only the zeroth moment of a and the Holder bound for the kernel.

Facts & Assumptions

Given: Countable Choice and n≥1, a (1,∞,0)-atom a supported in a compact cube Q with centre cQ, and a component operator T as in the example.

[L1]

a∈Lc∞, ∥a∥L∞≤∣Q∣−1, ∥a∥L1≤1 and ∫a=0 (Hp atoms with a prescribed moment order, Axis-parallel rectangles in Rm and their volume).

[F1]

The Hilbert transform is an L2 isometry and is skew-adjoint; its action on Schwartz functions is the principal-value integral with k(x)=1/(πx) (The Hilbert transform is an L2 isometry and squares to minus the identity, The Hilbert transform is skew-adjoint on L2, The Hilbert transform is the tempered convolution with pv(1/(pi x)) and has signum Fourier multiplier, Truncated Hilbert transform and principal value). Each Rj is an L2 contraction with purely imaginary Fourier symbol −iξj/∣ξ∣, and its Schwartz action is the principal-value integral with k(x)=cnxj/∣x∣n+1 (Riesz transforms are L2 contractions and square to minus the identity in sum, Riesz transforms on Euclidean space, The Riesz transform is the principal value of its kernel, with the matching constant). Plancherel preserves the inner product (Plancherel theorem). The Riesz kernels obey the size, first-difference and spherical-cancellation bounds of Riesz kernel size, difference and spherical-cancellation bounds; the kernel constants use Calderón–Zygmund kernels and their associated operators.

[F3]

A cube of side length ℓ has measure ℓn; its concentric cube of side length 2n ℓ has measure (2n)nℓn, and every point y of the original cube satisfies ∣y−cQ∣≤n ℓ/2 (Axis-parallel rectangles in Rm and their volume, A box in Rn with parameters ai≤bi is Lebesgue measurable of measure ∏i<n(bi−ai), whichever of its faces are included).

[F4]

Fubini applies to integrable functions, Tonelli to nonnegative functions, and polar coordinates give ∫∣z∣≥R∣z∣−n−1dz=σ(Sn−1)/R for R>0 (Fubini's theorem for L^1 functions on a sigma-finite product, Tonelli's theorem for nonnegative measurable functions on a sigma-finite product, Polar coordinates decompose Lebesgue measure into r^{n-1} dr d sigma). Equality of regular distributions implies equality almost everywhere for locally integrable functions on an open set (Locally integrable functions embed in distributions).

Verification

technique · direct
1.1F1F4algebra

Kernel bounds. For the Hilbert kernel and ∣h∣≤∣z∣/2, ∣k(z−h)−k(z)∣=∣h∣/(π∣z∣∣z−h∣)≤(2/π)∣h∣∣z∣−2. Its annular size constant is A1=2log⁡2/π and its cancellation constant is A3=0 by oddness. For Riesz kernels [F1] gives A2′=cn2n+1(3n+4); polar coordinates give A1≤cnσ(Sn−1)log⁡2, and spherical cancellation gives A3=0. Thus in either case ∣k(z−h)−k(z)∣≤A2′∣h∣∣z∣−n−1 for ∣h∣≤∣z∣/2, with constants depending only on n.

1.2L1F1F4algebra

Off-support representation. Each T is skew-adjoint: this is [F1] for the Hilbert transform, and follows for Riesz transforms from Plancherel and mj‾=−mj. Put Ω=Rn∖Q and g(x)=∫Qk(x−y)a(y)dy on Ω. For φ∈Cc∞(Ω) the supports of a and φ have positive distance, so Tφ(y)=∫k(y−x)φ(x)dx on Q by the Schwartz principal-value formulas [F1], and the double integral is absolutely integrable. Skew-adjointness, Fubini and the real odd kernel give ⟨Ta,φ⟩=−⟨a,Tφ⟩=∫Ωg(x)φ(x)‾dx. The function g is locally bounded on Ω, since the kernel is bounded on each compact set separated from Q and a∈L1; also Ta∈L2⊂Lloc1. Therefore the injectivity of regular distributions gives Ta(x)=g(x) almost everywhere on Ω.

1.3L1F1F3algebra

Near estimate. Write ℓ=ℓ(Q) and let Q† be the concentric cube of side length 2n ℓ. By [F3], ∣Q†∣=(2n)n∣Q∣. Since a∈L2, Cauchy-Schwarz and the L2 bound give ∫Q†∣Ta∣≤∣Q†∣1/2∥Ta∥L2≤∣Q†∣1/2B∥a∥L2≤(2n)n/2B, because ∥a∥L2≤∥a∥∞∣Q∣1/2≤∣Q∣−1/2.

2.1step 1.1step 1.2L1F3F4algebra

Far estimate. For y∈Q one has ∣y−cQ∣≤n ℓ/2, while x∉Q† gives ∣x−cQ∣≥n ℓ. By 1.2 and ∫a=0, Ta(x)=∫Q[k(x−y)−k(x−cQ)]a(y)dy almost everywhere there. For h=y−cQ≠0, step 1.1 and polar coordinates give ∫∣z∣≥2∣h∣∣k(z−h)−k(z)∣dz≤A2′∣h∣σ(Sn−1)/(2∣h∣)=σ(Sn−1)A2′/2; for h=0 the difference is identically zero. Tonelli consequently gives ∫(Q†)c∣Ta∣≤∫Q∣a(y)∣∫∣z∣≥2∣y−cQ∣∣k(z−(y−cQ))−k(z)∣dzdy≤σ(Sn−1)A2′∥a∥1/2≤σ(Sn−1)A2′/2.

3.1step 1.3step 2.1F2algebra∎

Conclusion. Steps 1.3 and 2.1 give ∥Ta∥1≤(2n)n/2B+σ(Sn−1)A2′/2≤Cn(A1+A2′+A3+B) for every component. The atom is in H1 by [F2], and these estimates prove directly that its L2 transform is integrable, without requiring smoothness of the atom.

CounterexampleConstruction: Literature-sourcedVerification: AI-adaptedprecheck passOpen item page →

A compactly supported L1 function of nonzero integral is not in H1

Statement refuted

Assume Countable Choice (The Axiom of Countable Choice (ACω)). The claim refuted is that the size and compact support of an L1 function suffice for membership in H1. Let f∈L1(Rn) be compactly supported with ∫Rnf≠0; for instance f=1Q for a nondegenerate cube Q. Then f∉H1(Rn). Consequently H1(Rn)⊊L1(Rn): the atomic characterisation gives the inclusion, and 1Q is in L1 but outside H1. In particular no compactly supported integrable function of nonzero integral is an H1 atom or a finite sum of atoms.

Facts & Assumptions

Given: Countable Choice, n≥1, a compactly supported f∈L1(Rn) with ∫Rnf≠0, and the space H1 of The real Hardy space Hp defined by a radial maximal function.

[A1]

Countable Choice is assumed (The Axiom of Countable Choice (ACω)).

[L1]

Vanishing moments: if g∈H1 is represented by a locally integrable function with g∈L1, then ∫Rng=0 (Weighted-integrable Hp functions have vanishing moments in the atomic range with p=1, s=0).

[F2]

Every g∈H1 has an atomic representation g=∑jλjaj in S′ with ∑j∣λj∣<∞; the (1,∞,0)-atoms obey ∥aj∥1≤1 (Atomic characterisation of real Hp for 0<p≤1, Hp atoms with a prescribed moment order). Complex L1 is complete under Countable Choice (Complex Lp completeness and almost-everywhere subsequences).

[F3]

The integral pairing satisfies ∣∫uv∣≤∥u∥1∥v∥∞ for u∈L1 and v∈L∞ (Holder's inequality for integrals, including the endpoint cases).

The witness is a compactly supported f∈L1 with ∫f≠0, for instance f=1Q.

Counterexample

technique · direct
1.1F1given

The witness is admissible. For f=1Q with Q nondegenerate, f is compactly supported and integrable, and ∫f=∣Q∣>0 by [F1]; more generally the assumed f is itself compactly supported in L1 with nonzero integral.

1.2A1F2F3algebra

Every H1 element has an L1 representative. For g∈H1, take the representation of [F2]. Its partial sums SN=∑j≤Nλjaj are Cauchy in L1, since ∥SM−SN∥1≤∑N<j≤M∣λj∣. By completeness they converge to h∈L1. For every Schwartz test ψ, [F3] gives ∣∫(SN−h)ψ∣≤∥SN−h∥1∥ψ∥∞→0, whereas the atomic series converges to g in S′. Thus g is the regular distribution of h, proving H1⊆L1.

2.1L1step 1.1step 1.2given

Nonzero integral excludes H1. Suppose f∈H1. Since f is (represented by) an L1 function, [L1] forces ∫f=0, contradicting the hypothesis ∫f≠0. Hence f∉H1; specializing to 1Q gives 1Q∉H1 with 1Q∈L1, so H1⊊L1.

3.1L1step 2.1

Consequences for atoms. Every (1,∞,0)-atom has integral zero by definition, so a compactly supported integrable function with nonzero integral is not an atom; and since finite sums of atoms have zero integral as well, such a function is not a finite sum of atoms either, in accordance with its exclusion from H1.

4.1step 1.1step 1.2step 2.1step 3.1∎

Conclusion. The compactly supported L1 function of nonzero integral is a witness that L1⊈H1; together with step 1.2 this proves H1⊊L1, and refutes the claimed sufficiency of compact support and integrability.

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