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Taishi Namba

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#diffusion models Open access Oct 2026

Can a learned score see the margin of the arrow of time?

An observer who sees a Hamiltonian ensemble through a Gaussian window of width σ(t) = σ₀e^{rt} finds that the coarse-grained entropy grows if and only if r exceeds a critical rate R of the state, and R stays below the largest strain rate κ of the flow by a margin proportional to σ. The same forward process, a flow foll...

Taishi Namba · 0 citations

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