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.
The finite-temperature free energy attains a minimum on the density domain
Statement
For the finite-temperature model of Fixed-particle finite-temperature density-matrix free energy, the free energy has a global minimizer on .
Facts & Assumptions
Given: , , , and a real energy on a neighborhood of .
The energy is continuous and the entropy trace is defined on (Fixed-particle finite-temperature density-matrix free energy).
is nonempty and compact (The fixed-particle density-matrix domain is nonempty and compact).
The endpoint-extended entropy trace is continuous (The finite-temperature trace entropy is continuous at occupation endpoints).
A continuous real-valued function on a nonempty compact metric space attains its minimum (A continuous real-valued function on a nonempty compact metric space is bounded and attains a greatest and a least value).
Proof
The energy is continuous by [F1], and the entropy trace is continuous by [F3], so their weighted sum is continuous on .
The domain is nonempty and compact by [F2]. Apply [F4] to to obtain a minimizer in .
Depends on
- Fixed-particle finite-temperature density-matrix free energy
- The fixed-particle density-matrix domain is nonempty and compact
- The finite-temperature trace entropy is continuous at occupation endpoints
- A continuous real-valued function on a nonempty compact metric space is bounded and attains a greatest and a least value
Used by
Nothing in the library uses this result yet.
Dependency tree · two levels
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Sources
- Daniel Arovas, Thermodynamics and Statistical Mechanics, §7.4 Variational Density Matrix Method, UC San Diego / Physics LibreTexts (standard reference, not scraped)