# Research articles using Fortran, 2025 on

**URL:** <https://fortran-lang.discourse.group/t/research-articles-using-fortran-2025-on/9070>\
**Category:** Announcements\
**Created:** [January 14, 2025, 2:08am UTC](https://fortran-lang.discourse.group/t/research-articles-using-fortran-2025-on/9070 "2025-01-14T02:08:00Z")\
**Posts on this page:** 2\
**Page:** 2

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**Author:** ![wcota](https://yyz2.discourse-cdn.com/free1/user_avatar/fortran-lang.discourse.group/wcota/32/3418_2.png) [@wcota](https://fortran-lang.discourse.group/u/wcota)\
**Post date:** [August 22, 2026, 2:59pm UTC](https://fortran-lang.discourse.group/t/research-articles-using-fortran-2025-on/9070/22 "2026-08-22T14:59:14Z")

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Our paper in Nature Communications:

Maia, H.P., Cota, W., Moreno, Y. _et al._ Efficient Gillespie algorithms for spreading phenomena in large and heterogeneous higher-order networks. _Nat Commun_ **17** , 8665 (2026). [Efficient Gillespie algorithms for spreading phenomena in large and heterogeneous higher-order networks | Nature Communications](https://doi.org/10.1038/s41467-026-75402-0)

Code: [GitHub - gisc-ufv/hyperSIS: Optimized Gillespie Algorithms (OGA) for spreading processes on higher-order networks · GitHub](https://github.com/gisc-ufv/hyperSIS)

> #### Code availability
> 
> The HB-OGA and NB-OGA codes are available at ( [GitHub - gisc-ufv/hyperSIS: Optimized Gillespie Algorithms (OGA) for spreading processes on higher-order networks · GitHub](https://github.com/gisc-ufv/hyperSIS) ), ref. 56. The code is developed in Modern Fortran, it follows a modular, object-oriented structure and is compatible with the Fortran Package Manager (fpm), as well as a Python interface. A Jupyter Notebook with usage examples is provided. Network input can be supplied as a list of hyperedges, in bipartite format, in the XGI JSON format, or in the HIF standard format. Both temporal and quasi-stationary dynamics are available. The code was run using the LLVM-based Intel Fortran (ifx) and the non-commercial GNU Fortran (gfortran) compilers, on Linux and Windows Subsystem for Linux (WSL).

Also,

Cota, W., & Ferreira, S. C. (2017). Optimized Gillespie algorithms for the simulation of Markovian epidemic processes on large and heterogeneous networks. _Computer Physics Communications_, **219C** , 303-312.

Code: [GitHub - wcota/dynSIS: Implementation of SIS epidemic model for large and heterogeneous networks using Fortran. · GitHub](https://github.com/wcota/dynSIS)

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**Author:** ![ivanpribec](https://yyz2.discourse-cdn.com/free1/user_avatar/fortran-lang.discourse.group/ivanpribec/32/3290_2.png) [@ivanpribec](https://fortran-lang.discourse.group/u/ivanpribec)\
**Post date:** [October 15, 2026, 9:35pm UTC](https://fortran-lang.discourse.group/t/research-articles-using-fortran-2025-on/9070/23 "2026-10-15T21:35:04Z")

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> **[Migrating Esope to Fortran 2008 using model transformations](https://arxiv.org/abs/2601.21755v1)**
>
> Legacy programming languages such as FORTRAN 77 still play a vital role in many industrial applications. Maintaining and modernizing these languages is challenging, especially when migrating to newer standards such as Fortran 2008. This is...

It looks like the continuation of work which has been discussed previously on Discourse (cc @uNouss):

- [Looking for parsers for fortran77](https://fortran-lang.discourse.group/t/looking-for-parsers-for-fortran77/4606)
- [Parsing Fortran-77 with proprietary extensions (preprint)](https://fortran-lang.discourse.group/t/parsing-fortran-77-with-proprietary-extensions-preprint/6483)

The techniques could be of interest to other companies or groups dealing with non-standard FORTRAN extensions.

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