CaltechAUTHORS
  A Caltech Library Service

Hilbert space renormalization for the many-electron problem

Li, Zhendong and Chan, Garnet Kin-Lic (2016) Hilbert space renormalization for the many-electron problem. Journal of Chemical Physics, 144 (8). Art. No. 084103. ISSN 0021-9606. http://resolver.caltech.edu/CaltechAUTHORS:20161221-120358408

[img] PDF - Published Version
See Usage Policy.

1432Kb
[img] PDF - Submitted Version
See Usage Policy.

1887Kb

Use this Persistent URL to link to this item: http://resolver.caltech.edu/CaltechAUTHORS:20161221-120358408

Abstract

Renormalization is a powerful concept in the many-body problem. Inspired by the highly successful density matrix renormalization group (DMRG) algorithm, and the quantum chemical graphical representation of configuration space, we introduce a new theoretical tool: Hilbert space renormalization, to describe many-electron correlations. While in DMRG, the many-body states in nested Fock subspaces are successively renormalized, in Hilbert space renormalization, many-body states in nested Hilbert subspaces undergo renormalization. This provides a new way to classify and combine configurations. The underlying wavefunction Ansatz, namely, the Hilbert space matrix product state (HS-MPS), has a very rich and flexible mathematical structure. It provides low-rank tensor approximations to any configuration interaction (CI) space through restricting either the “physical indices” or the coupling rules in the HS-MPS. Alternatively, simply truncating the “virtual dimension” of the HS-MPS leads to a family of size-extensive wave function Ansätze that can be used efficiently in variational calculations. We make formal and numerical comparisons between the HS-MPS, the traditional Fock-space MPS used in DMRG, and traditional CI approximations. The analysis and results shed light on fundamental aspects of the efficient representation of many-electron wavefunctions through the renormalization of many-body states.


Item Type:Article
Related URLs:
URLURL TypeDescription
http://dx.doi.org/10.1063/1.4942174DOIArticle
http://aip.scitation.org/doi/full/10.1063/1.4942174PublisherArticle
https://arxiv.org/abs/1512.05218arXivDiscussion Paper
ORCID:
AuthorORCID
Li, Zhendong0000-0002-0683-6293
Chan, Garnet Kin-Lic0000-0001-8009-6038
Additional Information:© 2016 AIP Publishing LLC. Received 15 December 2015; accepted 4 February 2016; published online 23 February 2016. One of the authors (Z.L.) acknowledges helpful discussions with Sheng Guo, Sebastian Wounters, Qiming Sun, and Boxiao Zheng. This work was primarily supported by the US National Science Foundation, through the Award No. NSF CHE-1265277.
Funders:
Funding AgencyGrant Number
NSFCHE-1265277
Subject Keywords:Wave functions; Tensor methods; Renormalization; Hilbert space; Subspaces
Record Number:CaltechAUTHORS:20161221-120358408
Persistent URL:http://resolver.caltech.edu/CaltechAUTHORS:20161221-120358408
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:73086
Collection:CaltechAUTHORS
Deposited By: Donna Wrublewski
Deposited On:21 Dec 2016 20:23
Last Modified:15 Sep 2017 03:57

Repository Staff Only: item control page