Bundled matrix product states represent low-energy excitations faithfully

Abstract We consider a set of density matrices. All of which are written in the same orbital basis, but the orbital basis size is less than the total Hilbert space size. We ask how each density matrix is related to each of the others by establishing a norm between density matrices based on the truncation error in a partial trace for a small set of orbitals. We find that states with large energy differences must have large differences in their density matrices. Small energy differences are divided into two groups, one where two density matrices have small differences and another where they are very different, as is the case of symmetry. We extend these ideas to a bundle of matrix product states and show that bond dimension of the wavefunction ansatz for two states with large energy differences are larger. Meanwhile, low energy differences can have nearly the same bond dimensions for similar states.

Authors

Institutions

Publication Details

Journal
Journal of Physics A Mathematical and Theoretical
Published
2024-09-03
DOI
https://doi.org/10.1088/1751-8121/ad770f
Primary Topic
Quantum many-body systems
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Bundled matrix product states represent low-energy excitations faithfully

Thomas E. Baker, Negar Seif
Journal of Physics A Mathematical and Theoretical
Quantum many-body systems
article

Bundled matrix product states represent low-energy excitations faithfully

Thomas E. Baker, Negar Seif
article en

Abstract

Abstract We consider a set of density matrices. All of which are written in the same orbital basis, but the orbital basis size is less than the total Hilbert space size. We ask how each density matrix is related to each of the others by establishing a norm between density matrices based on the truncation error in a partial trace for a small set of orbitals. We find that states with large energy differences must have large differences in their density matrices. Small energy differences are divided into two groups, one where two density matrices have small differences and another where they are very different, as is the case of symmetry. We extend these ideas to a bundle of matrix product states and show that bond dimension of the wavefunction ansatz for two states with large energy differences are larger. Meanwhile, low energy differences can have nearly the same bond dimensions for similar states.

Journal of Physics A Mathematical and TheoreticalVol. 57(39)
University of Victoria (CA)
University of Victoria, Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada, Natural Sciences and Engineering Research Council of Canada
Affordable and clean energy
Openalex Percentile: Top 88%
Quantum many-body systems
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Bundled matrix product states represent low-energy excitations faithfully — Thomas E. Baker, Negar Seif · Journal of Physics A Mathematical and Theoretical (2024) | TGRS Research Map | TGRS