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math.PR 1

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2026 1

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Relaxation times of non-reversible Markov processes

math.PR · 2026-07-12 · accept · novelty 7.0

Singular-value gaps of generators and two-point motions control L2 relaxation of non-reversible Markov processes, yielding a proof of the Diaconis–Miclo square-root speedup for lifted walks plus sharp bounds for switching flows and Langevin dynamics.

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  • Relaxation times of non-reversible Markov processes math.PR · 2026-07-12 · accept · none · ref 7

    Singular-value gaps of generators and two-point motions control L2 relaxation of non-reversible Markov processes, yielding a proof of the Diaconis–Miclo square-root speedup for lifted walks plus sharp bounds for switching flows and Langevin dynamics.