Alphabeta Math
DefinitionDefinition: Literature-sourcedProof: Not applicablePipeline-generatedjudge pass (gpt-6-luna)
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.

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  • 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.

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Underdamped Langevin equation and canonical Gibbs density

Definition

Assume the Axiom of Choice. Let d≥1 be finite, let M∈Rd×d be symmetric positive definite (that is, xTMx>0 for every nonzero x), and let β,γ>0. Then M is invertible, and M1/2 denotes its unique symmetric positive square root. Let Wt be standard d-dimensional Brownian motion relative to a complete usual filtration, and let V:Rd→R be differentiable. The underdamped Langevin equation is the It^o SDE on phase space Rqd×Rpd dQt=M−1Pt dt,dPt=−∇V(Qt) dt−γPt dt+2γβ−1 M1/2dWt. Its Hamiltonian is H(q,p)=12pTM−1p+V(q). If Z=∫R2de−βH(q,p) dq dp is finite and positive, the canonical Gibbs probability is the probability measure with density ρ(q,p)=Z−1e−βH(q,p) with respect to 2d-dimensional Lebesgue measure. This definition alone asserts no stationarity or ergodicity.

For the finite-time order results below, DjV denotes the jth derivative as a multilinear map. The notation Cbk means that a function and each of its derivatives through order k are continuous and bounded. The notation CPk means that a function and each of its derivatives through order k are continuous and bounded by C(1+∣z∣r) for some finite constants C,r that may depend on the derivative. These growth conventions are used only where stated.

Remarks

The noise covariance is 2γβ−1M, so the Maxwell momentum covariance in the canonical density is β−1M. The friction and covariance convention is fixed by the displayed equation. β is inverse temperature and γ is the scalar friction rate.

Depends on

Used by

Dependency tree · two levels

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Sources