{"title":"张量重正化群法光谱学","authors":"Fathiyya Izzatun Az-zahra, Shinji Takeda, Takeshi Yamazaki","doi":"arxiv-2404.15666","DOIUrl":null,"url":null,"abstract":"We present a spectroscopy scheme for the lattice field theory by using tensor\nrenormalization group method combining with the transfer matrix formalism. By\nusing the scheme, we can not only compute the energy spectrum for the lattice\ntheory but also determine quantum numbers of the energy eigenstates.\nFurthermore, wave function of the corresponding eigenstate can also be\ncomputed. The first step of the scheme is to coarse-grain the tensor network of\na given lattice model by using the higher order tensor renormalization group,\nand then after making a matrix corresponding to a transfer matrix from the\ncoarse-grained tensors, its eigenvalues are evaluated to extract the energy\nspectrum. Secondly, the quantum number of the eigenstates can be identified by\na selection rule that requires to compute matrix elements of an associated\ninsertion operator. The matrix elements can be represented by an impurity\ntensor network and computed by the coarse-graining scheme. Moreover, we can\ncompute the wave function of the energy eigenstate by putting the impurity\ntensor at each point in space direction of the network. Additionally, the\nmomentum of the eigenstate can also be identified by computing an appropriate\nmatrix elements represented by tensor network. As a demonstration of the new\nscheme, we show the spectroscopy of $(1+1)$d Ising model and compare it with\nexact results. We also present a scattering phase shift obtained from\ntwo-particle state energy using L\\\"uscher's formula.","PeriodicalId":501191,"journal":{"name":"arXiv - PHYS - High Energy Physics - Lattice","volume":"119 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Spectroscopy by Tensor Renormalization Group Method\",\"authors\":\"Fathiyya Izzatun Az-zahra, Shinji Takeda, Takeshi Yamazaki\",\"doi\":\"arxiv-2404.15666\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We present a spectroscopy scheme for the lattice field theory by using tensor\\nrenormalization group method combining with the transfer matrix formalism. By\\nusing the scheme, we can not only compute the energy spectrum for the lattice\\ntheory but also determine quantum numbers of the energy eigenstates.\\nFurthermore, wave function of the corresponding eigenstate can also be\\ncomputed. The first step of the scheme is to coarse-grain the tensor network of\\na given lattice model by using the higher order tensor renormalization group,\\nand then after making a matrix corresponding to a transfer matrix from the\\ncoarse-grained tensors, its eigenvalues are evaluated to extract the energy\\nspectrum. Secondly, the quantum number of the eigenstates can be identified by\\na selection rule that requires to compute matrix elements of an associated\\ninsertion operator. The matrix elements can be represented by an impurity\\ntensor network and computed by the coarse-graining scheme. Moreover, we can\\ncompute the wave function of the energy eigenstate by putting the impurity\\ntensor at each point in space direction of the network. Additionally, the\\nmomentum of the eigenstate can also be identified by computing an appropriate\\nmatrix elements represented by tensor network. As a demonstration of the new\\nscheme, we show the spectroscopy of $(1+1)$d Ising model and compare it with\\nexact results. We also present a scattering phase shift obtained from\\ntwo-particle state energy using L\\\\\\\"uscher's formula.\",\"PeriodicalId\":501191,\"journal\":{\"name\":\"arXiv - PHYS - High Energy Physics - Lattice\",\"volume\":\"119 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-04-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - PHYS - High Energy Physics - Lattice\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2404.15666\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - PHYS - High Energy Physics - Lattice","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2404.15666","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
我们利用张量归一化群方法结合转移矩阵形式主义,提出了一种晶格场理论的光谱学方案。通过该方案,我们不仅可以计算晶格理论的能谱,还可以确定能量特征态的量子数。该方案的第一步是利用高阶张量重正化群对给定晶格模型的张量网络进行粗粒化,然后根据粗粒化的张量建立一个与转移矩阵相对应的矩阵,对其特征值进行评估,从而提取能谱。其次,可以通过选择规则确定特征态的量子数,这需要计算相关插入算子的矩阵元素。矩阵元素可以用一个不纯张量网络来表示,并通过粗粒化方案进行计算。此外,我们还可以通过在网络空间方向上的每个点放置不纯张量来计算能量特征状态的波函数。此外,还可以通过计算张量网络所代表的适当矩阵元素来确定特征状态的动量。作为新方案的演示,我们展示了 $(1+1)$d Ising 模型的光谱学,并与精确结果进行了比较。我们还介绍了利用 L (uscher)公式从双粒子态能量得到的散射相移。
Spectroscopy by Tensor Renormalization Group Method
We present a spectroscopy scheme for the lattice field theory by using tensor
renormalization group method combining with the transfer matrix formalism. By
using the scheme, we can not only compute the energy spectrum for the lattice
theory but also determine quantum numbers of the energy eigenstates.
Furthermore, wave function of the corresponding eigenstate can also be
computed. The first step of the scheme is to coarse-grain the tensor network of
a given lattice model by using the higher order tensor renormalization group,
and then after making a matrix corresponding to a transfer matrix from the
coarse-grained tensors, its eigenvalues are evaluated to extract the energy
spectrum. Secondly, the quantum number of the eigenstates can be identified by
a selection rule that requires to compute matrix elements of an associated
insertion operator. The matrix elements can be represented by an impurity
tensor network and computed by the coarse-graining scheme. Moreover, we can
compute the wave function of the energy eigenstate by putting the impurity
tensor at each point in space direction of the network. Additionally, the
momentum of the eigenstate can also be identified by computing an appropriate
matrix elements represented by tensor network. As a demonstration of the new
scheme, we show the spectroscopy of $(1+1)$d Ising model and compare it with
exact results. We also present a scattering phase shift obtained from
two-particle state energy using L\"uscher's formula.