{"id":37633313,"url":"https://github.com/fernandezfran/bmxfc","last_synced_at":"2026-01-16T11:00:35.835Z","repository":{"id":222577140,"uuid":"756983131","full_name":"fernandezfran/bmxfc","owner":"fernandezfran","description":":bar_chart::bulb: Datasets, pipelines and predictions of a metric for benchmarking an extreme fast-charging of Li-ion battery electrode materials","archived":false,"fork":false,"pushed_at":"2024-03-25T21:21:08.000Z","size":703,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-10-25T11:14:27.648Z","etag":null,"topics":["benchmarking","database","fast-charging","lithium-ion-batteries","metrics","pipeline","prediction"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"cc-by-sa-4.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/fernandezfran.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2024-02-13T17:21:28.000Z","updated_at":"2025-08-20T05:32:28.000Z","dependencies_parsed_at":"2024-03-25T22:31:07.322Z","dependency_job_id":"75f8c7b5-3590-459a-8533-6ff3fa708336","html_url":"https://github.com/fernandezfran/bmxfc","commit_stats":null,"previous_names":["fernandezfran/bmxfc"],"tags_count":2,"template":false,"template_full_name":null,"purl":"pkg:github/fernandezfran/bmxfc","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fernandezfran%2Fbmxfc","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fernandezfran%2Fbmxfc/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fernandezfran%2Fbmxfc/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fernandezfran%2Fbmxfc/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/fernandezfran","download_url":"https://codeload.github.com/fernandezfran/bmxfc/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fernandezfran%2Fbmxfc/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28478106,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-16T06:30:42.265Z","status":"ssl_error","status_checked_at":"2026-01-16T06:30:16.248Z","response_time":107,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["benchmarking","database","fast-charging","lithium-ion-batteries","metrics","pipeline","prediction"],"created_at":"2026-01-16T11:00:21.309Z","updated_at":"2026-01-16T11:00:35.827Z","avatar_url":"https://github.com/fernandezfran.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Datasets, pipelines and predictions of universal BMX-FC metric\n\n[![doi](https://img.shields.io/badge/doi-TODO-c3211f)](https://www.doi.org/)\n[![DOI](https://zenodo.org/badge/756983131.svg)](https://zenodo.org/doi/10.5281/zenodo.10662723)\n[![license](https://img.shields.io/badge/License-CC%20BY%20SA%204.0-15a300)](https://creativecommons.org/licenses/by-sa/4.0/)\n\nDatasets, pipelines and predictions of a metric for benchmarking an extreme \nfast-charging of Li-ion battery electrode materials.\n\nThis repository supports the following article\n\n\u003e F. Fernandez, E. M. Gavilán-Arriazu, D. E. Barraco, Y. Ein-Eli and E. P. M. \n\u003e Leiva. \"A metric for benchmarking an extreme fast-charging of Li-ion battery \n\u003e electrode materials.\" `Journal TODO`. DOI: TODO\n\n\n## Content\n\nThe [datasets](https://github.com/fernandezfran/bmxfc/tree/main/datasets) folder \ncontains the data of experimental characterizations, of the simulation of the map,\nand for the validation of the model. The \n[predictions](https://github.com/fernandezfran/bmxfc/tree/main/predictions) folder \ncontains the predictions obtained with the different \n[pipelines](https://github.com/fernandezfran/bmxfc/tree/main/pipelines) that were \nrun in the following order:\n1. [metrics.ipynb](https://github.com/fernandezfran/bmxfc/blob/main/pipelines/metrics.ipynb)\n2. [predictions.ipynb](https://github.com/fernandezfran/bmxfc/blob/main/pipelines/predictions.ipynb)\n3. [validations.ipynb](https://github.com/fernandezfran/bmxfc/blob/main/pipelines/validations.ipynb)\n\n\n## Requirements\n\nTo run the pipelines you need [Jupyter Notebooks](https://jupyter.org/) that \nrequire Python 3.9+ and use the \n[galpynostatic](https://www.github.com/fernandezfran/galpynostatic) package, along\nwith other libraries from the Python data science stack such as \n[matplotlib](https://matplotlib.org/), [NumPy](https://numpy.org/), \n[pandas](https://pandas.pydata.org/) and [SciPy](https://scipy.org/), which can be\ninstalled as follows:\n```\npip install -r requirements.txt\n```\n\n\n## Disclaimer\n\nThis repository only have the predictions for a kinetic rate constant of 1e-7,\nthe other values reported in the paper can be obtained by slightly modifying\nthe [pipelines](https://github.com/fernandezfran/bmxfc/tree/main/pipelines).\n\n\n## Contact\n\nIf you have any questions, you can contact me at \u003cffernandev@gmail.com\u003e\n\n\n## Code Repository\n\nhttps://www.github.com/fernandezfran/bmxfc\n\n\n## License\n\nbmxfc is licensed under the Creative Commons Attribution-ShareAlike 4.0 \nInternational License.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffernandezfran%2Fbmxfc","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffernandezfran%2Fbmxfc","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffernandezfran%2Fbmxfc/lists"}