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.
Newtonian/Fourier dissipation and exact coefficient conditions
Statement
Assume : every sequence of nonempty sets admits a choice function. At a fixed state, let , , , , and let be symmetric. Put where is the identity and . Use the Newtonian stress expression and the Fourier flux expression , and define the quadratic residual Here represents an independently varied temperature-gradient value. The coefficient equivalence is an algebraic statement about ; its interpretation as an entropy residual is conditional on the local state and balance hypotheses of the Gibbs identity. For these definitions the exact algebraic decomposition is Then for every symmetric , every , and every if and only if In particular, need not be nonnegative: if and , then and the coefficient conditions still hold when is positive semidefinite. This is an algebraic coefficient test for the conditional entropy residual; it neither derives a constitutive law nor assigns material coefficients. In the physical SI interpretation, have units , has units , has units , has units , and has units .
Statement references
Facts & Assumptions
Given: The coefficients, temperature, matrix, vectors, quadratic residual, and the countable-choice assumption in the Statement.
Gibbs cancellation and entropy-production identity: under its displayed state, contact, smooth-motion, continuity, integral-balance, and hypotheses, the entropy residual is . The Gibbs interpretation retains all displayed state, balance, contact and choice hypotheses.
Linear isotropic symmetric stress classification: if is real-linear and satisfies for every and , then unique give ; conversely every map of this form is real-linear and satisfies that equivariance. This is a classification under those hypotheses, not a derivation of a material response law.
The Axiom of Countable Choice (): says every sequence of nonempty sets admits a choice function. It is carried because [F1]'s current local-balance supplier explicitly assumes ; no full Axiom of Choice is assumed.
The matrices and vector are evaluated at one fixed state, and and range independently over all stated values.
Assume exactly as stated in the Statement; no full Axiom of Choice is assumed.
Proof
Under the conditional Gibbs identity [F1] and the countable-choice premise [A2, F3], substituting the stress and flux expressions assumed in the Statement, with , identifies with the entropy residual. The stress expression is a member of the linear isotropic family classified by [F2]; that classification imposes no sign condition on its coefficients. The trace of is , and .
Since and , contraction gives . Also : the scalar equals its transpose , so it is zero. Hence .
If , , and is positive semidefinite, every term in step 2.1 is nonnegative for all . This proves sufficiency.
For necessity, take , , and . Then , , and , so step 2.1 gives and hence .
Take , , and . Then and , so .
Take , , and arbitrary . Then for every , which is exactly positive semidefiniteness of .
If and , then , while step 3.1 still gives nonnegative residual whenever is positive semidefinite. Thus nonnegativity of is not necessary.
Remarks
The algebra in steps 2.1–3.4 is pointwise and needs and to vary independently. The identification of with a fluid entropy residual is conditional on [F1]; experiments or material observations do not prove these mathematical coefficient conditions.