Sehmimul Hoque

activity

20232026

most citedCaloQVAE : Simulating high-energy particle-calorimeter interactions using hybrid quantum-classical generative models

3 citations · 3 across the 4 of their papers we have counts for

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quant-ph2026

Provable Quantum-Classical Separation for Continuous Gibbs Sampling

Enrico Olivucci, Mariia Sobchuk, Sehmimul Hoque +4

We prove the first quantum-classical separation for a sampling problem over a continuous domain. For a class of Gibbs states $p \propto e^{- β E}$ on the torus $T^{d}$ with smo…

quant-ph2026

Diffusion-warm sampling of the XY model enables fast thermalization at scale

Sehmimul Hoque, Roger Melko, Pooya Ronagh

We introduce a novel technique for scalable sampling of spin-system states with continuous symmetries using diffusion models. By applying our approach to the XY model, a fundamenta…