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.
Current continuity, Drude obstructions and conditional diffusion
1 · Prerequisites
- Absolute and Conditional Convergence; Rearrangement; Products
- Algebraic Closure, Embeddings, and Separability
- Algebraic Extensions, Extension Degree, and Finite Fields
- Analyticity of Holomorphic Functions; Liouville and Morera
- Approximation and Compactness in C(K)
- Arc Length and Rectifiable Curves
- Banach Alaoglu Goldstine and Krein Milman
- Banach Algebras Spectrum and Holomorphic Functional Calculus
- Banach Valued Integration and the Radon Nikodym Property
- Binary Operations, Monoids, Groups and Subgroups
- Bounded Linear Operators and Quotient Spaces
- Bounded Variation and the Riemann–Stieltjes Integral
- Cm Math Fluid
- Compactness
- Compactness in Metric Spaces
- Completeness, Completion, and Uniform Continuity
- Complex Coordinate and Path Transport
- Complex Differentiability and the Cauchy–Riemann Equations
- Complex Norms and Realification
- Complex Subspace Realification
- Complexification, Realification and Real Structures
- Composition Series, the Jordan–Hölder Theorem and Solvable Groups
- Congruences, the Integers Modulo n and the Chinese Remainder Theorem
- Connectedness
- Construction of the Natural Numbers
- Construction of the Real Numbers via Cauchy Sequences
- Construction of the Real Numbers via Dedekind Cuts
- Continuity, IVT, EVT, and Uniform Continuity
- Continuous Functional Calculus for Self Adjoint and Normal Operators
- Contour Integration
- Convergence: Nets and Filters
- Cosets, Index and Lagrange's Theorem
- Countability and Uncountability
- Cyclic Groups and Direct Products
- Determinants of Matrices over a Commutative Ring
- Diagonalisation and the Minimal Polynomial
- Divisibility, Euclidean Domains, Principal Ideal Domains and Unique Factorisation
- Divisibility, Greatest Common Divisors and Bézout's Identity
- Dual Spaces Adjoint Operators and Annihilators
- Dual Spaces, Bilinear and Quadratic Forms, and Sylvester's Law of Inertia
- Eigenvalues, Eigenvectors and the Characteristic Polynomial
- Filters and Ultrafilters
- Finite Counting, Factorials and Binomial Coefficients
- Finite Dimensional Normed Spaces and Riesz Lemma
- Foundations of the Real Numbers for Analysis
- Fubini and Change of Variables
- Function Space Topologies and the Exponential Law
- Fundamental Trigonometric Identities
- Gelfand Theory and Commutative C Star Algebras
- Goursat's Theorem and Cauchy's Theorem in a Convex Domain
- Group Actions, Orbits, Stabilisers and Cayley's Theorem
- Group C Star Algebras and the Fell Unitary Dual
- Group Homomorphisms and the Isomorphism Theorems
- Hausdorff via the Diagonal
- Hilbert Space Geometry and Riesz Representation
- Ideals, Quotient Rings and the Isomorphism Theorems for Rings
- Inner Product Spaces, Gram-Schmidt, Projections and Adjoints
- Limits of Real Functions
- limsup, liminf, and Subsequential Limits
- Line Integrals and the Gradient Theorem
- Linear Independence, Bases and Dimension
- Linear Transformations, Rank-Nullity and Quotient Spaces
- Local spin matrix algebras and isometric inclusions
- Matrices, the Matrix of a Linear Map, and Change of Basis
- Measures and Their Basic Properties
- Metric Spaces
- Monotone Functions, Discontinuities, and Continuity Sets
- Monotone Sequences, Bolzano-Weierstrass, and Cauchy Completeness
- Normal density states and spectral moments
- Normal Subgroups and Quotient Groups
- Normed and Banach Spaces
- Norming and Separation under Hahn–Banach
- Order, Zorn's Lemma, and the Axiom of Choice
- Partitions of Unity and Paracompactness
- pi: the Equivalent Characterizations
- Polynomial Rings, the Division Algorithm and Roots
- Power Series and Real-Analytic Functions
- Primes, Euclid's Lemma and the Fundamental Theorem of Arithmetic
- Properties of the Integral and the Working FTC
- Pure and Mixed States, Ensembles, and Schmidt Decomposition
- Relations, Functions, and Quotients
- Rings, Subrings, Integral Domains and Fields
- Rⁿ as a Normed Space; Vector-Valued Functions
- Roots, Rational Powers, and Classical Inequalities
- Separation Axioms: the Hierarchy
- Sequences and Limits
- Sequences and Series of Functions; Uniform Convergence
- Series: Convergence and the Nonnegative Tests
- Sigma Algebras and Borel Sets
- Simple Field Extensions and the Construction of the Complex Numbers
- Sine, Cosine, and the Definition of Pi
- Splitting Fields
- Stone–Weierstrass in General
- Subspaces, Products, and Quotients
- Suprema and Infima
- Sylow's Theorems, p-Groups and Nilpotent Groups
- Symmetric Groups, Cycle Decomposition and the Sign Homomorphism
- The Analytic Hahn Banach Theorem
- The Cantor Set, Baire Category, and Measure Zero in ℝ
- The Complex Exponential and Euler's Formula
- The Derivative and the Mean Value Theorems
- The Determinant of a Linear Operator, Cofactors and Cramer's Rule
- The Exponential Function
- The Fundamental Theorem of Algebra
- The Fundamental Theorem of Finite Abelian Groups
- The Fundamental Theorems of Calculus
- The Galois Correspondence
- The Lebesgue Integral and the Convergence Theorems
- The Riemann Integral in Rᵐ and Jordan Content
- The Riemann Integral: Definition and Integrability
- The Spectral Theorem, Positive Operators and Singular Value Decomposition
- The Topology of Euclidean Space
- The Total Derivative in ℝᵐ → ℝⁿ
- The ZFC Axioms and the Basic Set Constructions
- Topological Spaces and Continuity
- Topology of ℝ
- Trace-class bounded-observable response
- Triangularisation, Generalised Eigenspaces and Jordan Canonical Form
- Uniform Spaces: the Three Definitions
- Uniformly bounded finite-range quantum spin interaction
- Vector Spaces, Linear Subspaces, Span and Direct Sums
2 · Summary
3 · Logical flowchart
4 · Definitions, postulates, theorems and proofs
Local charge current and finite-volume correlation conventions
Definition
Fix either a finite open chain with sites , , or a periodic chain with sites , , and denote its site set by . Let be a nonzero finite-dimensional complex Hilbert space. For each site , let be a bounded charge observable, with physical unit . For each oriented nearest-neighbor bond , let be an energy operator in joules. Require whenever , and require local charge conservation . On an open chain set ; on a ring set with periodic indices. For an open chain define the absent boundary currents . Use in joule-seconds. These finite local data may be realized on a tensor-product spin space or on a finite fixed-particle site space, provided the stated commutation conditions hold.
The oriented bond current from to is It has unit . The total current is the sum over existing bonds, , and its Heisenberg evolution for is . For finite inverse temperature in joules, define and . Write and . Define the real, connected, symmetrized correlation per site by The correlation has unit per site.
This definition assigns no transport coefficient by itself. Any proposed finite-volume or thermodynamic transport quantity must additionally state its time cutoff, frequency regulator (for example with in seconds), spatial normalization, and the exact order in which , the time cutoff tends to infinity, and any regulator is removed. Existence of those limits is not part of this definition.
Definition references
Continuity equation for a local lattice charge current
Statement
Use the finite open or periodic chain and bond-current definition in Local charge current and finite-volume correlation conventions. Each is self-adjoint, and with the exact local identity holds at every site. Consequently the total charge , where is the open-chain site set or periodic site set from the definition, is conserved: . The current orientation is from to , so positive outgoing current lowers the charge at site .
Statement references
Facts & Assumptions
Given: The finite open chain or periodic ring, self-adjoint nearest-neighbor bond terms , local charges , and in the Statement.
Locality: whenever ; absent open-chain boundary currents are zero.
Bond charge conservation: for every oriented bond.
Local charge current and finite-volume correlation conventions: is the sum over open-chain or periodic-ring bonds, , and absent open-chain boundary currents are zero.
Proof
Given: [A1]–[A2], [F1], and the open-chain or periodic-ring site and bond indices.
Since and are self-adjoint, . Thus is self-adjoint.
The Heisenberg derivative is . By [A1], only the existing bonds immediately to the left and right of can contribute. The left contribution is when that bond exists, and is zero by the open-boundary convention otherwise.
For the right contribution, [A2] gives , so when that bond exists. If it is absent at the open right endpoint, both terms are zero by convention.
Combining steps 1.2 and 1.3 proves . Summing over cancels every existing open-chain or periodic bond once with each sign, so , equivalently .
Diagram
The arrows show the declared positive orientation of the bond currents. At site , the incoming arrow contributes positively to and the outgoing arrow negatively. This picture explains the sign convention only; the commutator proof above is independent of it.
Conserved overlaps bound the finite persistent current correlation
Statement
Take the finite-chain data of the current definition on and identify . Let have energy unit joules, let have unit joule-seconds, and let be a positive-definite trace-one matrix satisfying . Define and . Let be the total lattice current of the finite-volume current definition and center it with respect to this same , setting . With no identification of and , the estimate below is an abstract bound for this observable under . Its lattice-transport specialization further takes ; then the Gibbs density in that definition is stationary and is an admissible choice of . More generally, can be used with another exactly when it also satisfies . Then , as established by the local continuity result. For , let be linearly independent conserved matrices, . Put Then is positive definite, the finite Cesàro limit exists, and This is a finite-dimensional persistent-correlation bound. It does not identify a thermodynamic Drude weight or assert that either volume/time order of limits exists.
Statement references
Facts & Assumptions
Given: The finite-dimensional Hilbert space, self-adjoint , positive-definite stationary density , centered self-adjoint current , conserved matrices , and in the Statement.
Faithfulness and stationarity: , , and .
Local charge current and finite-volume correlation conventions: the lattice total current is , with ; the same definition specifies the connected finite-volume correlation convention.
Continuity equation for a local lattice charge current: each such bond current is self-adjoint and obeys the local continuity equation under the stated bond-locality and charge-conservation hypotheses.
Finite Cesaro dephasing with degenerate energy blocks: for finite-dimensional unitary evolution generated by self-adjoint , Cesàro averages of every density matrix converge in trace norm to its equal-energy block-diagonal part ; blocks inside degenerate eigenspaces remain.
Finite matrix spectral and state calculus: finite Hermitian matrices have orthogonal spectral projections, and the finite trace is cyclic.
Proof
Given: [A1], [F1]–[F4], a centered self-adjoint , and linearly independent with .
The lattice-current definition fixes , and the local-current lemma gives . Subtracting its real mean preserves self-adjointness, so is a matrix observable in .
On define , linear in its second argument. It is positive definite: if , then for some in finite dimension, so and hence . The invariance gives by cyclicity of the finite trace, so is unitary on this finite-dimensional Hilbert space of matrices.
Write over its distinct eigenvalues. Then . For , while for the coefficient is . The sum is finite, so converges in matrix norm to . This block map is the orthogonal projection onto in : , and each off-diagonal block of has zero weighted trace pairing with a block-diagonal matrix because is block diagonal. It is the same energy-block projection as the density-matrix dephasing in [F3]; [F3] states the density-matrix version, while the explicit finite expansion here proves the observable version used.
Since , . Norm convergence in step 2.1 therefore gives because is orthogonal to and .
Set , and let be its orthogonal projection. Then , so . The Gram matrix is positive definite by linear independence and the positive-definite inner product. Writing , orthogonality gives , so and . Together with step 3.1 this proves the bound.
Geometry
The drawing depicts orthogonal projections in a three-dimensional sketch: the line lies in the conserved subspace , is the projection onto , and is the projection onto the full conserved subspace. The dashed segments represent orthogonal residuals. The proof uses the Hilbert-space projection and Gram calculation above, not the sketch.
Integrable current correlations give a conditional variance coefficient
Statement
Fix a spatial normalization and current convention as in the finite-volume lattice-current definition. Let be a real, even, connected autocorrelation for that specified normalized current. In the classical alternative, let be a probability space and let be a norm-continuous map into the real Hilbert space . Assume it is centered and second-order stationary, meaning and for all , with the even extension . Define as a Bochner integral in . In this classical alternative assume as an absolute improper Riemann integral. In the quantum alternative, let be the chosen spatially normalized current observable in a finite-range spin -dynamical system with the exact hypotheses of the finite quantum variance theorem cited below, and let its invariant state satisfy . For its strongly continuous dynamics , define as a norm-Riemann integral and . Invariance and self-adjointness make this real correlation even. This quantum alternative assumes exactly the Countable Choice, finite-matrix -identity, interaction, state, and dynamics hypotheses in that supplier, and requires with respect to Lebesgue measure. In either alternative, the corresponding integral being finite gives where the classical variance is and the quantum variance is . The correlation already includes the chosen spatial normalization; if it is obtained from a finite-volume sequence, convergence to and the order of spatial, time, and frequency-regulator limits are assumptions, not conclusions here. If the chosen current observable or has units , both sides have units , multiplied by any declared spatial-normalization unit. This conditional variance coefficient is not by itself an empirical diffusion constant or a conductivity.
Statement references
Facts & Assumptions
Given: The fixed current normalization; either the centered stationary real process with absolutely convergent improper Riemann correlation integral or the exact finite-range quantum-spin data with Lebesgue-integrable correlation in the Statement.
In the quantum alternative, assume Countable Choice and the finite-matrix -identity, together with the finite-range interaction, consistent local states, strongly continuous dynamics, invariant state, and centered self-adjoint observable specified in Integrability-qualified quantum variance Green–Kubo limit. This is only Countable Choice, not the full Axiom of Choice.
Local charge current and finite-volume correlation conventions: the finite current is , its connected correlation is normalized per the declared convention, and the order of any volume/time/regulator limits must be stated.
Integrability-qualified quantum variance Green–Kubo limit: under [A1] and its exact finite-range spin-system hypotheses, the symmetrized quantum integrated-observable variance divided by converges to the integral of its absolutely integrable real correlation and is nonnegative.
Riemann--Fubini on product rectangles, with lower and upper section integrals and content-zero exceptional sections: Riemann-integrable functions on products of nondegenerate rectangles have equal lower and upper section-integral iterates; when all sections are integrable, their ordinary iterated Riemann integrals equal the product integral.
Substitution: if is differentiable on with integrable and is continuous on an interval containing , then : for a continuous integrand, the affine substitution on a finite interval changes the integral with its oriented endpoints and derivative factor.
The second fundamental theorem: if is differentiable on with and is integrable, then : if a function is differentiable on a compact interval with integrable derivative, its derivative integral is the endpoint difference.
Riemann integration of continuous curves in a complete normed space, with the fundamental theorem of calculus and coefficient functionals: continuous curves in complete normed real vector spaces have norm-Riemann integrals; the integral is linear and commutes with bounded linear maps.
The first fundamental theorem: if is integrable on and continuous at , then ; in particular a continuous has as a primitive: if is continuous on a compact interval, its integral function is differentiable with , including the one-sided endpoint derivatives.
Proof
Given: [A1], [F1]–[F7], the stationary centered classical process or quantum observable, and its alternative's absolute-integrability hypothesis.
In the classical alternative fix and use Lebesgue measure on for the Bochner integral. For each , let take the value on for and the value at . Each is a measurable simple function. Uniform continuity of on gives , and hence . Thus is strongly measurable (an almost-everywhere limit of measurable simple functions), and because is bounded. By the definition of the Bochner integral as the -norm limit of integrals of simple functions, is Bochner integrable. The Bochner integrals of are the left-endpoint Riemann sums for ; they converge both to the Bochner integral by the approximation and to the norm-Riemann integral by [F6]. Hence these integrals agree. The expectation functional is bounded since . Applying the bounded-linear-map clause of [F6] gives , so .
The spatially normalized current convention is fixed by [F1]. In the quantum alternative, [A1] and [F2] apply to the exact , invariant state , and centered self-adjoint in the Statement, so the supplier gives the variance identity and limit. The evenness asserted in the Statement follows from , using invariance and self-adjointness. In the classical alternative, continuity of the inner product makes continuous on . Riemann sums for converge in , so continuity of the inner product makes the expectations of their squared norms converge to ; each squared-sum expectation is a product Riemann sum for this continuous kernel. Thus [F3] gives , which equals by step 1.1. The integrand is symmetric because is even. The diagonal has zero area: it lies in strips of width and area at most , tending to zero, so a bounded continuous integrand contributes zero there. Off the diagonal the two triangular restrictions are continuous; on a grid meeting the diagonal their upper-lower gap is bounded by the kernel oscillation away from the diagonal plus twice its supremum times the diagonal-strip area. Hence the product of the triangular indicator with the kernel is Riemann integrable. Each section has at most one jump and is therefore Riemann integrable. For the upper triangle, satisfies , where ; hence its outer integral is continuous. The lower triangle has the same estimate with reversed limits. Splitting the square into its two triangles and applying [F3] to each gives .
For the classical alternative, apply [F4] to on . It gives ; reversing the oriented endpoints yields , where . By [F7], ; the product rule gives , a continuous derivative. Applying [F5] to and using yields . Thus step 2.1 gives .
In the classical alternative, put . For , the difference between step 3.1 and the improper integral is bounded by First choose so the tail is arbitrarily small, then let ; this proves the classical limit. The quantum limit is supplied by [F2].
In the classical alternative every finite-time variance is nonnegative, so its limit is nonnegative; in the quantum alternative nonnegativity is part of [F2]. The limit therefore has the stated sign in either case.
5 · Examples, experiments and counterexamples
None yet.
Sources
- J. Sirker, Transport in one-dimensional integrable quantum systems, SciPost Physics Lecture Notes 17 (2020), §2, equations (2.1)–(2.4)
- MIT OpenCourseWare 22.103, Microscopic Theory of Transport, Lecture 3: Diffusion and the Velocity Autocorrelation—Green-Kubo Relations
- J. Sirker, Transport in one-dimensional integrable quantum systems, SciPost Physics Lecture Notes 17 (2020), §2, equations (2.1)–(2.2)
- J. Sirker, Transport in one-dimensional integrable quantum systems, SciPost Physics Lecture Notes 17 (2020), §2.1, equations (2.9)–(2.14)
- J. Sirker, Transport in one-dimensional integrable quantum systems, SciPost Physics Lecture Notes 17 (2020), §§2.2–3
- Pieter Naaijkens, Quantum Spin Systems on Infinite Lattices, complete lecture notes, Theorem 3.3.12 and proof