simopt-admin/simopt: papers linking to it

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

← Code and data repositories cited in research papers

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.

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#

20212026

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	1
Journal of Heuristics	1
Mathematical Programming Computation	1

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	Mathematical Programming	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	Journal of Heuristics	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	Mathematical Programming Computation	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

@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}
}

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