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arXiv 0706.4094cond-mat.str-elquant-ph
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量子信念传播

Quantum Belief Propagation

M. B. Hastings

摘要:

我们提出了一种精确的数值算法,称为量子信念传播(QBP),在非零温度下的一维量子系统的模拟。该算法利用的事实,即量子效应在这些系统中在非零温度下是短程的,在长度尺度上与温度成反比地衰减。我们比较了自旋为1/2的海森堡链的精确结果。即使是一个非常温和的计算,只需要对角化10 × 10矩阵,再现峰值磁化率的相对误差小于$10^{-5}$,而更精细的计算进一步减少错误。

英文摘要:

We present an accurate numerical algorithm, called quantum belief propagation (QBP), for simulation of one-dimensional quantum systems at non-zero temperature. The algorithm exploits the fact that quantum effects are short-range in these systems at non-zero temperature, decaying on a length scale inversely proportional to the temperature. We compare to exact results on a spin-1/2 Heisenberg chain. Even a very modest calculation, requiring diagonalizing only 10-by-10 matrices, reproduces the peak susceptibility with a relative error of less than $10^{-5}$, while more elaborate calculations further reduce the error.

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