aiqbench analysis
This research presents a novel quantum Gibbs-sampling framework for estimating free energy in Coulomb-interacting particle systems, effectively reducing singular infinite-dimensional problems to finite-rank circuits via spectral-gap analysis. By establishing explicit truncation rates and particle-number-independent lower bounds, the work provides a rigorous pathway toward practical quantum simulations of molecular thermodynamics.
Computing the free energy of quantum Coulomb gases and molecules via quantum Gibbs sampling
arXiv:2604.15263v2 Announce Type: replace Abstract: We develop a quantum Gibbs-sampling approach to free-energy estimation for trapped systems of distinguishable particles with Coulomb interactions in dimensions $d\in\{2,3\}$. The singular infinite-dimensional problem is reduced to a finite-rank low-energy truncation of the interaction, the truncated Gibbs state is prepared by a quantum Markov semigroup, and thermodynamic integration gives the free energy. We obtain explicit truncation rates, quantitative spectral-gap estimates, and a finite-dimensional circuit implementation. In particular, every fixed interaction truncation has a positive gap, while weak truncated interactions admit a particle-number-independent lower bound. The circuit complexity is conditional on a certified gap lower bound at the accuracy-dependent interaction cutoff.
Abstract:We develop a quantum Gibbs-sampling approach to free-energy estimation for trapped systems of distinguishable particles with Coulomb interactions in dimensions $d\in\{2,3\}$. The singular infinite-dimensional problem is reduced to a finite-rank low-energy truncation of the interaction, the truncated Gibbs state is prepared by a quantum Markov semigroup, and thermodynamic integration gives the free energy. We obtain explicit truncation rates, quantitative spectral-gap estimates, and a finite-dimensional circuit implementation. In particular, every fixed interaction truncation has a positive gap, while weak truncated interactions admit a particle-number-independent lower bound. The circuit complexity is conditional on a certified gap lower bound at the accuracy-dependent interaction cutoff.
arXiv:2604.15263 [quant-ph]
(or arXiv:2604.15263v2 [quant-ph] for this version)
https://doi.org/10.48550/arXiv.2604.15263 Focus to learn more arXiv-issued DOI via DataCite
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Full text under the publisher's open licence · 190 words
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