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StochasticSeriesExpansion

General purpose stochastic series expansion quantum Monte Carlo code.

https://github.com/lukas-weber/stochasticseriesexpansion.jl

Science Score: 67.0%

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    Found .zenodo.json file
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    DOI references
    Found 3 DOI reference(s) in README
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    Links to: zenodo.org
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    Scientific vocabulary similarity
    Low similarity (9.0%) to scientific vocabulary
Last synced: 6 months ago · JSON representation ·

Repository

General purpose stochastic series expansion quantum Monte Carlo code.

Basic Info
  • Host: GitHub
  • Owner: lukas-weber
  • License: mit
  • Language: Julia
  • Default Branch: main
  • Homepage:
  • Size: 425 KB
Statistics
  • Stars: 23
  • Watchers: 4
  • Forks: 1
  • Open Issues: 0
  • Releases: 3
Created almost 3 years ago · Last pushed about 1 year ago
Metadata Files
Readme Changelog License Citation

README.md

StochasticSeriesExpansion

Docs dev Docs stable CI codecov DOI

This is a state-of-the-art implementation of the stochastic series expansion quantum Monte Carlo (QMC) algorithm [1] with abstract loop updates [2], which allow the efficient simulation of many different bosonic lattice models in different computational bases using the same code.

StochasticSeriesExpansion is aimed both at * Nonspecialists who want to produce unbiased QMC data for comparison against experiments or other methods, and * Specialists who want to extend it to study novel models and phenomena.

Out of the box, it can simulate common quantum magnet Hamiltonians, but it can be easily extended to arbitrary models by providing a bond Hamiltonian matrix.

It is built on the Carlo framework.

Getting started

To start, install Carlo.jl and StochasticSeriesExpansion.jl in Julia julia using Pkg Pkg.add("Carlo") Pkg.add("StochasticSeriesExpansion")

References

[1] A. W. Sandvik, Phys. Rev. B 59, R14157(R) (1999)

[2] L. Weber, A. Honecker, B. Normand, P. Corboz, F. Mila, S. Wessel, SciPost Phys. 12, 054 (2022)

Owner

  • Name: Lukas Weber
  • Login: lukas-weber
  • Kind: user
  • Company: Simons Foundation

Physics postdoc at the Center for Computational Quantum Physics.

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use StochasticSeriesExpansion.jl in your research, please cite it as below."
authors:
- family-names: "Weber"
  given-names: "Lukas"
  orcid: "https://orcid.org/0000-0003-4949-5529"
title: "StochasticSeriesExpansion.jl"
doi: "10.5281/zenodo.13993851"
date-released: 2024-10-25

GitHub Events

Total
  • Create event: 3
  • Commit comment event: 3
  • Issues event: 2
  • Release event: 3
  • Watch event: 16
  • Issue comment event: 2
  • Push event: 27
  • Fork event: 1
Last Year
  • Create event: 3
  • Commit comment event: 3
  • Issues event: 2
  • Release event: 3
  • Watch event: 16
  • Issue comment event: 2
  • Push event: 27
  • Fork event: 1

Issues and Pull Requests

Last synced: 7 months ago

All Time
  • Total issues: 1
  • Total pull requests: 0
  • Average time to close issues: less than a minute
  • Average time to close pull requests: N/A
  • Total issue authors: 1
  • Total pull request authors: 0
  • Average comments per issue: 2.0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 1
  • Pull requests: 0
  • Average time to close issues: less than a minute
  • Average time to close pull requests: N/A
  • Issue authors: 1
  • Pull request authors: 0
  • Average comments per issue: 2.0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
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  • JuliaTagBot (1)
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Packages

  • Total packages: 1
  • Total downloads:
    • julia 3 total
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 2
juliahub.com: StochasticSeriesExpansion

General purpose stochastic series expansion quantum Monte Carlo code.

  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 3 Total
Rankings
Downloads: 3.0%
Dependent repos count: 3.2%
Average: 7.5%
Dependent packages count: 16.3%
Last synced: 6 months ago

Dependencies

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  • julia-actions/julia-runtest v1 composite
  • julia-actions/setup-julia v1 composite
.github/workflows/TagBot.yml actions
  • JuliaRegistries/TagBot v1 composite