QuantumFluidSpectra

Fast, accurate, and flexible spectral analysis for compressible quantum fluids

https://github.com/ashtonsbradley/quantumfluidspectra.jl

Science Score: 54.0%

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  • CITATION.cff file
    Found CITATION.cff file
  • codemeta.json file
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  • DOI references
    Found 2 DOI reference(s) in README
  • Academic publication links
    Links to: arxiv.org, aps.org
  • Committers with academic emails
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (14.7%) to scientific vocabulary

Keywords

correlations julia quantum-fluids spectral-analysis
Last synced: 6 months ago · JSON representation ·

Repository

Fast, accurate, and flexible spectral analysis for compressible quantum fluids

Basic Info
  • Host: GitHub
  • Owner: AshtonSBradley
  • License: mit
  • Language: Julia
  • Default Branch: main
  • Homepage:
  • Size: 5.27 MB
Statistics
  • Stars: 3
  • Watchers: 2
  • Forks: 2
  • Open Issues: 1
  • Releases: 6
Topics
correlations julia quantum-fluids spectral-analysis
Created over 4 years ago · Last pushed over 1 year ago
Metadata Files
Readme License Citation

README.md

QuantumFluidSpectra.jl

Build Status Coverage

This package provides methods to calculate energy spectra of compressible quantum fluids described by a wavefunction, including dilute-gas Bose-Einstein condensates, polariton BEC, and quantum fluids of light.

Fast, accurate, and flexible spectral analysis provides a wealth of information about nonlinear quantum fluid dynamics.

We rely on Fourier spectral methods throughout. The user provides a wavefunction and minimal information about the spatial domain.

Install

julia julia> ]add QuantumFluidSpectra The setup is described below.

Create Field ```julia # Create arrays including `x` and `k` grids n = 100 L = (1,1) N = (n,n) X,K,dX,dK = xk_arrays(L,N) # setup domain ``` ```julia # make a test field ktest = K[1][2] # pick one of the `k` values ψ = @. exp(im*ktest*X[1]*one.(X[2]')) psi = Psi(ψ,X,K) # make field object with required arrays. ```
Power spectra and correlations To evaluate the incompressible power spectral density on a particular k grid: ```julia k = LinRange(0.05,10,300) # can be anything εki = incompressible_spectrum(k,psi) ``` The (angle-averaged) two-point correlator of the incompressible velocity field may then be calculated by ``` r = LinRange(0,10,300) # can be anything gi = gv(r,k,εki) # pass k vals on which εki is defined ``` See the citation below for details.

Example: central vortex in a 2D Bose-Einstein condensate

For creation script, see /example_figure/test_2Dtrap_vortex.jl.

to reproduce Figure 3(a) of https://arxiv.org/abs/2112.04012.

Citation

If you use QuantumFluidSpectra.jl please cite the paper

bib @article{PhysRevA.106.043322, title = {Spectral analysis for compressible quantum fluids}, author = {Bradley, Ashton S. and Kumar, R. Kishor and Pal, Sukla and Yu, Xiaoquan}, journal = {Phys. Rev. A}, volume = {106}, issue = {4}, pages = {043322}, numpages = {15}, year = {2022}, month = {Oct}, publisher = {American Physical Society}, doi = {10.1103/PhysRevA.106.043322}, url = {https://link.aps.org/doi/10.1103/PhysRevA.106.043322} }

Owner

  • Name: Ashton Bradley
  • Login: AshtonSBradley
  • Kind: user
  • Location: Dunedin, New Zealand
  • Company: University of Otago

Associate Professor of Physics

Citation (citation.bib)

@article{PhysRevA.106.043322,
  title = {Spectral analysis for compressible quantum fluids},
  author = {Bradley, Ashton S. and Kumar, R. Kishor and Pal, Sukla and Yu, Xiaoquan},
  journal = {Phys. Rev. A},
  volume = {106},
  issue = {4},
  pages = {043322},
  numpages = {15},
  year = {2022},
  month = {Oct},
  publisher = {American Physical Society},
  doi = {10.1103/PhysRevA.106.043322},
  url = {https://link.aps.org/doi/10.1103/PhysRevA.106.043322}
}

GitHub Events

Total
  • Watch event: 1
  • Push event: 1
  • Pull request event: 1
  • Fork event: 1
Last Year
  • Watch event: 1
  • Push event: 1
  • Pull request event: 1
  • Fork event: 1

Committers

Last synced: almost 3 years ago

All Time
  • Total Commits: 65
  • Total Committers: 2
  • Avg Commits per committer: 32.5
  • Development Distribution Score (DDS): 0.031
Top Committers
Name Email Commits
Ashton Bradley a****y@g****m 63
CompatHelper Julia c****y@j****g 2
Committer Domains (Top 20 + Academic)

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 2
  • Total pull requests: 7
  • Average time to close issues: about 3 hours
  • Average time to close pull requests: 3 days
  • Total issue authors: 2
  • Total pull request authors: 4
  • Average comments per issue: 5.5
  • Average comments per pull request: 0.57
  • Merged pull requests: 5
  • Bot issues: 0
  • Bot pull requests: 2
Past Year
  • Issues: 0
  • Pull requests: 1
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 0.0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Top Authors
Issue Authors
  • srivatsabprasad (1)
  • JuliaTagBot (1)
Pull Request Authors
  • AshtonSBradley (3)
  • github-actions[bot] (2)
  • srivatsabprasad (1)
  • SarThak191119 (1)
Top Labels
Issue Labels
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Packages

  • Total packages: 1
  • Total downloads:
    • julia 2 total
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 8
juliahub.com: QuantumFluidSpectra

Fast, accurate, and flexible spectral analysis for compressible quantum fluids

  • Versions: 8
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 2 Total
Rankings
Dependent repos count: 9.9%
Forks count: 28.1%
Average: 37.5%
Dependent packages count: 38.9%
Stargazers count: 73.2%
Last synced: 6 months ago

Dependencies

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.github/workflows/CompatHelper.yml actions
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