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arxiv: 1104.0983 · v3 · pith:MDYVSJP7new · submitted 2011-04-06 · 🧮 math-ph · cond-mat.stat-mech· math.MP· math.PR

Quantum Heisenberg models and their probabilistic representations

classification 🧮 math-ph cond-mat.stat-mechmath.MPmath.PR
keywords coagulation-fragmentationquantumrepresentationstopicsaizenman-nachtergaelearguebackedcycle
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These notes give a mathematical introduction to two seemingly unrelated topics: (i) quantum spin systems and their cycle and loop representations, due to T\'oth and Aizenman-Nachtergaele; (ii) coagulation-fragmentation stochastic processes. These topics are nonetheless related, as we argue that the lengths of cycles and loops satisfy an effective coagulation-fragmentation process. This suggests that their joint distribution is Poisson-Dirichlet. These ideas are far from being proved, but they are backed by several rigorous results, notably of Dyson-Lieb-Simon and Schramm.

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Cited by 1 Pith paper

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  1. Constrained free energy minimization for the design of thermal states and stabilizer thermodynamic systems

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    Benchmarks gradient-ascent algorithms for constrained free energy minimization on quantum Heisenberg models and stabilizer codes, with applications to thermal state design and fixed-temperature quantum encoding.