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   Articles with "quantum markov" as a keyword



One‐Dimensional Quantum Markov Field With Commuting Hamiltonians

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recommendations! Published in 2025 at "Mathematical Methods in the Applied Sciences"

DOI: 10.1002/mma.70177

Abstract: This paper develops a comprehensive framework for one‐dimensional quantum Markov fields (QMFs) based on a family of commutative Hamiltonians. We present a detailed construction of a class of QMFs, initiated from a family of commuting… read more here.

Keywords: dimensional quantum; commuting hamiltonians; quantum markov; one dimensional ... See more keywords

Quantum Markov semigroups for continuous-time open quantum random walk

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recommendations! Published in 2019 at "Quantum Information Processing"

DOI: 10.1007/s11128-019-2294-6

Abstract: Open quantum random walks in Attal et al. (Phys Lett A 376:1545–1548, 2012) are quantum generalizations of classical Markov chains. In this paper, we firstly consider a problem to construct a quantum Markov semigroup (QMS)… read more here.

Keywords: quantum random; open quantum; quantum; quantum markov ... See more keywords

Open quantum random walks, quantum Markov chains and recurrence

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recommendations! Published in 2019 at "Reviews in Mathematical Physics"

DOI: 10.1142/s0129055x1950020x

Abstract: In the present paper, we construct QMCs (Quantum Markov Chains) associated with Open Quantum Random Walks such that the transition operator of the chain is defined by OQRW and the restriction of QMC to the… read more here.

Keywords: quantum markov; random walks; open quantum; markov chains ... See more keywords

Research on Financial Stock Market Prediction Based on the Hidden Quantum Markov Model

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recommendations! Published in 2025 at "Mathematics"

DOI: 10.3390/math13152505

Abstract: Quantum finance, as a key application scenario of quantum computing, showcases multiple significant advantages of quantum machine learning over traditional machine learning methods. This paper first aims to overcome the limitations of the hidden quantum… read more here.

Keywords: market; quantum markov; model; hidden quantum ... See more keywords