How statement and proof provenance work
The first chip identifies the source of the statement or construction; the second identifies the source of its local proof or verification.
- Literature-sourced: the exact statement appears in a cited source; only wording and notation differ.
- AI-adapted: a semantically identical restatement of literature-sourced material, modulo indexing, notation, and boundary cases adopted by the library.
- AI-generated: a genuinely novel statement formulated by AI, with no source for the claim itself.
These labels describe origin, not correctness: citations and verification chips remain separate evidence.
Centered Neumann voltage sequences on the three-dimensional ball
Statement
Assume the Axiom of Choice, Countable Choice and Dependent Choice. Let , fix and , and let be the closed real subspace of consisting of functions vanishing almost everywhere outside . Set and . Choose an orthonormal spherical-harmonic basis of mean-zero , with and . For each basis current there is a unique weak solution with boundary mean zero such that The centered sequence belongs to . The map is Fréchet differentiable, and both and are Lipschitz on , with constants depending only on and the ball. Its derivative in direction is the trace sequence of the unique boundary-mean-zero solutions The uncentered sequence does not belong to . Thus absolute voltage data in this convention lie in an affine translate of , whereas data differences belong to . All complex spaces here may be regarded as real Banach spaces when taking derivatives with respect to real conductivities.
Statement references
Facts & Assumptions
Given: The choices, fixed collar radius, uniformly elliptic conductivities and mean-zero current basis in the Statement.
The degree- harmonic space has dimension , and these spaces form a complete orthogonal expansion on . Spherical harmonics form a complete basis with the addition formula
The ball is an extension domain, satisfies the mean-zero Poincaré inequality, and has a bounded trace . Bounded C^k domains admit integer-order Sobolev extension, Poincare-Wirtinger on bounded connected extension domains by Rellich compactness, Boundary trace quotient and chart norm equivalence
Bounded coercive forms have unique solutions for bounded conjugate-linear functionals. The Lax--Milgram theorem
The divergence theorem on a bounded domain gives Green's identity for smooth functions; the complex form follows by real and imaginary parts. Divergence on a bounded C1 Euclidean domain
Restrictions of ambient smooth functions are dense in , so identities proved for smooth tests pass to all tests. Ambient smooth restrictions are dense on bounded C^k domains
Choice assumptions are used at [F1]–[F5]; the Axiom of Choice selects the countable family of finite-dimensional bases. The Axiom of Choice, The Axiom of Countable Choice (), The axiom of dependent choice: a relation in which every element is related to something admits an -indexed chain
Proof
Let . This is closed by [F2]. For , write for its volume mean. Poincaré gives , and the trace bound and boundary-mean condition give . Thus on . The form is bounded and coercive there, uniformly for . By [F3], any functional with has a unique solution in , of norm at most .
The background solution is . It is a harmonic polynomial with normal derivative and boundary mean zero. For smooth test functions, the divergence theorem [F4] gives its weak equation. The density [F5] and continuity of the trace pass the identity to every test. The same integration by parts on gives . In particular , since .
Apply step 1.1 with , supported in , to obtain satisfying . The sum solves the required Neumann equation, first for and then for all by subtracting its boundary mean. The current annihilates constants. Uniqueness follows by testing the difference with itself and using step 1.1. Summing the energy estimates gives . The trace bound proves . Moreover , uniformly over , since .
For , subtract the weak equations to obtain . By step 1.1 and the summed interior bound in step 3.1, the sequence of differences has norm at most . For , the same estimate constructs the asserted derivative sequence with norm at most . Subtracting its equation from the difference equation for shows that the remainder has forcing and hence norm at most . Taking traces proves Fréchet differentiability. Finally, subtract the derivative equations at : . The established estimates bound its sequence norm by , proving the operator-norm Lipschitz derivative bound and the asserted Lipschitz bound for .
By step 2.1, . Its squared sequence norm is , which diverges since each summand is at least . Thus the absolute background voltage sequence is not in , while every centered difference is in by step 3.1. This establishes the affine-data distinction without changing the set of measured currents.
Depends on
- The Axiom of Choice
- The Axiom of Countable Choice ($\mathrm{AC}_\omega$)
- The axiom of dependent choice: a relation in which every element is related to something admits an $\mathbb{N}$-indexed chain
- Spherical harmonics form a complete basis with the addition formula
- Boundary trace quotient and chart norm equivalence
- Bounded C^k domains admit integer-order Sobolev extension
- Poincare-Wirtinger on bounded connected extension domains by Rellich compactness
- The Lax--Milgram theorem
- Divergence on a bounded C1 Euclidean domain
- Ambient smooth restrictions are dense on bounded C^k domains
Used by
Dependency tree · two levels
85 results within two dependency steps of this one, each drawn at its shortest distance from it. An arrow runs from a result to what uses it, so the chart reads left to right and ends at this result, which carries a heavier outline. Every node is a link to that result. Click elsewhere on the chart to enlarge it.
Sources
- Barbara Kaltenbacher, Convergence rates under a range invariance condition with application to electrical impedance tomography (standard reference, not scraped)
- Frederic Weidling, Variational Source Conditions and Conditional Stability Estimates for Inverse Problems in PDEs (standard reference, not scraped)