inverseproblemsolvers

A collection of python codes based on numpy and numba that compute the solution to A x =b

https://github.com/chunatho/inverseproblemsolvers

Science Score: 54.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
    Found CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
  • Academic publication links
    Links to: arxiv.org
  • Academic email domains
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (3.3%) to scientific vocabulary
Last synced: 6 months ago · JSON representation ·

Repository

A collection of python codes based on numpy and numba that compute the solution to A x =b

Basic Info
  • Host: GitHub
  • Owner: chunatho
  • Language: Jupyter Notebook
  • Default Branch: main
  • Size: 2.94 MB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created over 1 year ago · Last pushed 8 months ago
Metadata Files
Readme Citation

README

If you use this library please cite
https://arxiv.org/abs/2501.01869
which is under review at J. Physics: A

To run this code, 
1) download it
2a) ./setup_venv.sh
(if you are on a cluster)
2b) srun --time 00:30:00 --pty bash -l -i
3) ./run_all_inversions.sh

Owner

  • Name: Thomas Chuna
  • Login: chunatho
  • Kind: user

I earned a dual PhD in physics and computational science from Michigan State in 2024 and a dual BSc in physics and math from Wittenberg University in 2016.

Citation (CITATION.cff)

@article{chuna2025dual,
  title={Dual formulation of the maximum entropy method applied to analytic continuation of quantum Monte Carlo data},
  author={Chuna, Thomas and Barnfield, Nicholas and Dornheim, Tobias and Friedlander, Michael P and Hoheisel, Tim},
  journal={arXiv preprint arXiv:2501.01869},
  year={2025}
}

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