Density-matrix algorithms for quantum renormalization groups
Abstract
A formulation of numerical real-space renormalization groups for quantum many-body problems is presented and several algorithms utilizing this formulation are outlined. The methods are presented and demonstrated using S=1/2 and S=1 Heisenberg chains as test cases. The key idea of the formulation is that rather than keep the lowest-lying eigenstates of the Hamiltonian in forming a new effective Hamiltonian of a block of sites, one should keep the most significant eigenstates of the block density matrix, obtained from diagonalizing the Hamiltonian of a larger section of the lattice which includes the block. This approach is much more accurate than the standard approach; for example, energies for the S=1 Heisenberg chain can be obtained to an accuracy of at least ${10}^{\mathrm{\ensuremath{-}}9}$. The method can be applied to almost any one-dimensional quantum lattice system, and can provide a wide variety of static properties.
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In certain cases DMRG can reach the exact FCI limit.
“In certain cases it can reach the exact FCI limit 115,117 .”
From Quantum Chemistry in the Age of Quantum Computing (2019) · cites this paper as [115]
DMRG applied to quantum chemistry can generally handle large active spaces (approximately 50 molecular orbitals).
“DMRG applied to quantum chemistry can generally handle large active spaces ( ∼ 50 MOs 115 ).”
From Quantum Chemistry in the Age of Quantum Computing (2019) · cites this paper as [115]
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“r our proof-of-concept, no great effort was made in optimizing the orbital ordering or avoiding local minima. Furthermore, only the U(1)-symmetry of the QCHamiltonianwasexploited,butnopointgroup and SU(2)-symmetry. One could also consider post-T3NS methods in close similarity to post-DMRG methods. Some examplesareDMRG-…”
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- Authors
- White, S. R.
- Affiliations
- University of California, Irvine (US)
- Corresponding author
- White, Steven R.
- ORCID
- White, Steven R.
- Venue
- Physical Review B
- Publisher
- American Physical Society (APS)
- Published
- 1993-10-01
- Volume
- 48
- Issue
- 14
- Pages
- 10345-10356
- ISSN
- 0163-1829 (ISSN-L)
- 1095-3795
- OpenAlex
- W2016407890
- Cited by
- 3,244
- References
- 19
- Citations by year
- 2026: 126 · 2025: 185 · 2024: 175 · 2023: 153 · 2022: 203 · 2021: 203 · 2020: 160 · 2019: 155 · 2018: 155 · 2017: 156 · 2016: 94 · 2015: 124 · 2014: 110 · 2013: 113 · 2012: 101
- FWCI
- 22.56
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Physical review. B, Condensed matter (publishedVersion)
- PubMed (publishedVersion)
- Funders
- University of California, Irvine
- Topics
- Physical Sciences › Physics and Astronomy › Atomic and Molecular Physics, and Optics › Quantum many-body systems
- Physical Sciences › Physics and Astronomy › Condensed Matter Physics › Theoretical and Computational Physics
- Physical Sciences › Physics and Astronomy › Condensed Matter Physics › Physics of Superconductivity and Magnetism
- Keywords
- quantum renormalization group, real-space renormalization group, effective Hamiltonian, Heisenberg spin chain, spin-1/2 chain, quantum many-body systems, static characteristics
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