Author

Sehmimul Hoque

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Preprint Aug 2026

Provable Quantum-Classical Separation for Continuous Gibbs Sampling

We prove the first quantum-classical separation for a sampling problem over a continuous domain. For a class of Gibbs states $p\propto e^{-\beta E}$ on the torus $\mathbb{T}^d$ with smooth ($s$-Gevrey) potential and barrier amplitude $\alpha=e^{\beta\Delta}$, where $\Delta = \max E-\min E$, every classical algorithm qu...

Enrico Olivucci, Mariia Sobchuk, Sehmimul Hoque et al. · 1 citation

#quantum computing Preprint Aug 2026

Provable Quantum--Classical Separation for Continuous Gibbs Sampling

We prove the first quantum--classical separation for a sampling problem over a continuous domain. For a class of Gibbs states $p\propto e^{-\beta E}$ on the torus $\mathbb{T}^d$ with smooth ($s$-Gevrey) potential and barrier amplitude $\alpha=e^{\beta\Delta}$, where $\Delta = \max E-\min E$, every classical algorithm--...

Enrico Olivucci, Mariia Sobchuk, Sehmimul Hoque et al. · 1 citation