Density-matrix renormalization group: a pedagogical introduction

被引:4
|
作者
Catarina, G. [1 ,2 ,3 ]
Murta, Bruno [1 ,2 ]
机构
[1] Int Iberian Nanotechnol Lab INL, Theory Quantum Nanostruct Grp, P-4715330 Braga, Portugal
[2] Univ Minho, Univ Minho & Porto, Ctr Fis, Campus Gualtar, P-4710057 Braga, Portugal
[3] Empa Swiss Fed Labs Mat Sci & Technol, Nanotechsurfaces Lab, CH-8600 Dubendorf, Switzerland
来源
EUROPEAN PHYSICAL JOURNAL B | 2023年 / 96卷 / 08期
关键词
NEAREST-NEIGHBOR INTERACTION; TENSOR NETWORKS; STATES; ENTANGLEMENT; PHYSICS;
D O I
10.1140/epjb/s10051-023-00575-2
中图分类号
O469 [凝聚态物理学];
学科分类号
070205 ;
摘要
The physical properties of a quantum many-body system can, in principle, be determined by diagonalizing the respective Hamiltonian, but the dimensions of its matrix representation scale exponentially with the number of degrees of freedom. Hence, only small systems that are described through simple models can be tackled via exact diagonalization. To overcome this limitation, numerical methods based on the renormalization group paradigm that restrict the quantum many-body problem to a manageable subspace of the exponentially large full Hilbert space have been put forth. A striking example is the density-matrix renormalization group (DMRG), which has become the reference numerical method to obtain the low-energy properties of one-dimensional quantum systems with short-range interactions. Here, we provide a pedagogical introduction to DMRG, presenting both its original formulation and its modern tensor-network-based version. This colloquium sets itself apart from previous contributions in two ways. First, didactic code implementations are provided to bridge the gap between conceptual and practical understanding. Second, a concise and self-contained introduction to the tensor-network methods employed in the modern version of DMRG is given, thus allowing the reader to effortlessly cross the deep chasm between the two formulations of DMRG without having to explore the broad literature on tensor networks. We expect this pedagogical review to find wide readership among students and researchers who are taking their first steps in numerical simulations via DMRG.
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页数:30
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