publication number 52-r1.2

Codebase release 1.2 for YASTN

Publication typeJournal Article
Publication date2025-02-26
SJR
CiteScore
Impact factor
ISSN2949804X
Abstract

We present an open-source tensor network Python library for quantum many-body simulations. At its core is an Abelian-symmetric tensor, implemented as a sparse block structure managed by a logical layer on top of a dense multidimensional array backend. This serves as the basis for higher-level tensor network algorithms operating on matrix product states and projected entangled pair states. An appropriate backend, such as PyTorch, gives direct access to automatic differentiation (AD) for cost-function gradient calculations and execution on GPU and other supported accelerators. We show the library performance in simulations with infinite projected entangled-pair states, such as finding the ground states with AD and simulating thermal states of the Hubbard model via imaginary time evolution. For these challenging examples, we identify and quantify sources of the numerical advantage exploited by the symmetric-tensor implementation.

Found 
Found 

Top-30

Journals

1
SciPost Physics Codebases
1 publication, 25%
Physical Review B
1 publication, 25%
Physical Review A
1 publication, 25%
Nature Communications
1 publication, 25%
1

Publishers

1
2
American Physical Society (APS)
2 publications, 50%
Stichting SciPost
1 publication, 25%
Springer Nature
1 publication, 25%
1
2
  • We do not take into account publications without a DOI.
  • Statistics recalculated weekly.

Are you a researcher?

Create a profile to get free access to personal recommendations for colleagues and new articles.
Metrics
4
Share
Cite this
GOST |
Cite this
GOST Copy
Rams M. M. et al. Codebase release 1.2 for YASTN // SciPost Physics Codebases. 2025. 52-r1.2
GOST all authors (up to 50) Copy
Rams M. M., Wójtowicz G., Sinha A., Hasik J. Codebase release 1.2 for YASTN // SciPost Physics Codebases. 2025. 52-r1.2
RIS |
Cite this
RIS Copy
TY - JOUR
DO - 10.21468/SciPostPhysCodeb.52-r1.2
UR - https://scipost.org/10.21468/SciPostPhysCodeb.52-r1.2
TI - Codebase release 1.2 for YASTN
T2 - SciPost Physics Codebases
AU - Rams, Marek M.
AU - Wójtowicz, Gabriela
AU - Sinha, Aritra
AU - Hasik, Juraj
PY - 2025
DA - 2025/02/26
PB - Stichting SciPost
SN - 2949-804X
ER -
BibTex
Cite this
BibTex (up to 50 authors) Copy
@article{2025_Rams,
author = {Marek M. Rams and Gabriela Wójtowicz and Aritra Sinha and Juraj Hasik},
title = {Codebase release 1.2 for YASTN},
journal = {SciPost Physics Codebases},
year = {2025},
publisher = {Stichting SciPost},
month = {feb},
url = {https://scipost.org/10.21468/SciPostPhysCodeb.52-r1.2},
pages = {52-r1.2},
doi = {10.21468/SciPostPhysCodeb.52-r1.2}
}