---
title: "simopt-admin/simopt: papers citing this GitHub repository"
description: "3 papers in the tracked journals link to the GitHub repository simopt-admin/simopt in their Crossref records, the first in 2021; most of them (1) in 2026."
url: https://scholar4ai.com/code/github-simopt-admin-simopt
markdown_url: https://scholar4ai.com/code/github-simopt-admin-simopt.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "3 papers in the tracked journals link to the GitHub repository simopt-admin/simopt in their Crossref records, the first in 2021; most of them (1) in 2026. (as of 2026-11-03)"
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-11-03T14:43:26+09:00
window: 2026-10-05 to 2026-11-03
source: OpenAlex (CC0)
---

# simopt-admin/simopt: papers linking to it

Research papers in the 480 tracked journals that link to simopt-admin/simopt (https://github.com/simopt-admin/simopt), read from their Crossref records: by year, category and journal, the family tree of papers building on one another, and the linked repositories derived from it or that it derives from.

- GitHub
- 79 stars
- 35 forks
- Python
- license MIT
- created 2019
- https://github.com/simopt-admin/simopt

All repositories: https://scholar4ai.com/code.md

## Key findings

- 3 papers in the tracked journals link to the GitHub repository simopt-admin/simopt in their Crossref records, the first in 2021; most of them (1) in 2026.
- By category: Operations Research (3); the journals with the most are Mathematical Programming (1), Journal of Heuristics (1) and Mathematical Programming Computation (1).

## By year

*Papers linking to simopt-admin/simopt by publication year*

| Year | Papers |
|---|---:|
| 2021 | 1 |
| 2025 | 1 |
| 2026 | 1 |

## Journals

*Journals whose papers link to simopt-admin/simopt most*

| Journal | Papers |
|---|---:|
| [Mathematical Programming](https://scholar4ai.com/journals/mathematical-programming.md) | 1 |
| [Journal of Heuristics](https://scholar4ai.com/journals/journal-of-heuristics.md) | 1 |
| [Mathematical Programming Computation](https://scholar4ai.com/journals/mathematical-programming-computation.md) | 1 |

## Papers

*Papers linking to simopt-admin/simopt, most cited first*

| Published | Title | Journal | Authors | Citations | Link |
|---|---|---|---|---:|---|
| 2021-07-09 | [Adaptive Sampling line search for local stochastic optimization with integer variables](https://doi.org/10.1007/s10107-021-01667-6) | [Mathematical Programming](https://scholar4ai.com/journals/mathematical-programming.md) | Prasanna Kumar Ragavan, Susan R. Hunter, Raghu Pasupathy et al. | 6 | cites it |
| 2025-01-30 | [Measuring the effectiveness and efficiency of simulation optimization metaheuristic algorithms](https://doi.org/10.1007/s10732-025-09549-2) | [Journal of Heuristics](https://scholar4ai.com/journals/journal-of-heuristics.md) | Benjamin Thengvall, Shane N. Hall, Michael P. Deskevich | 4 | cites it |
| 2026-08-10 | [Adaptive sampling-based bi-fidelity stochastic trust region method for stochastic derivative-free optimization](https://doi.org/10.1007/s12532-026-00332-3) | [Mathematical Programming Computation](https://scholar4ai.com/journals/mathematical-programming-computation.md) | Yunsoo Ha, Juliane Mueller | 0 | cites it |

## How this is measured

Links are read from each paper's Crossref record as its publisher deposited it: the URLs and repository DOIs in its reference list (the software and data it cites) and its supplementary links (“is-supplemented-by”: its own code or data). A paper that gives its code only in the text, a footnote or a data availability statement is not counted, and some publishers deposit reference lists without their URLs, so every count here is a lower bound. Repository details come from the GitHub REST API (stars, forks, and the repository a fork was made from), the Hugging Face Hub API (likes, downloads, and the base model a model was derived from) and DataCite (Zenodo and other data DOIs, and the GitHub release a Zenodo record archives), read again every month.

## Cite this page

Scholar4AI. (2026). simopt-admin/simopt: papers linking to it. Journal and Conference Research Rankings. Retrieved November 3, 2026, from https://scholar4ai.com/code/github-simopt-admin-simopt

```bibtex
@misc{scholar4ai-code-github-simopt-admin-simopt,
  author = {{Scholar4AI}},
  title = {simopt-admin/simopt: papers linking to it},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/code/github-simopt-admin-simopt}},
  urldate = {2026-11-03},
  note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}
```

License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).