{"id":13478598,"url":"https://github.com/slimgroup/dfno","last_synced_at":"2025-10-30T11:51:39.447Z","repository":{"id":37494378,"uuid":"402598642","full_name":"slimgroup/dfno","owner":"slimgroup","description":"Distributed Fourier Neural Operators","archived":false,"fork":false,"pushed_at":"2022-09-20T14:51:04.000Z","size":119,"stargazers_count":29,"open_issues_count":1,"forks_count":3,"subscribers_count":4,"default_branch":"main","last_synced_at":"2025-04-01T08:25:45.623Z","etag":null,"topics":["fno","mpi","mpi4py","python","pytorch"],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/slimgroup.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}},"created_at":"2021-09-03T00:25:08.000Z","updated_at":"2024-12-02T06:37:44.000Z","dependencies_parsed_at":"2023-01-17T15:01:01.695Z","dependency_job_id":null,"html_url":"https://github.com/slimgroup/dfno","commit_stats":null,"previous_names":[],"tags_count":3,"template":false,"template_full_name":null,"purl":"pkg:github/slimgroup/dfno","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/slimgroup%2Fdfno","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/slimgroup%2Fdfno/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/slimgroup%2Fdfno/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/slimgroup%2Fdfno/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/slimgroup","download_url":"https://codeload.github.com/slimgroup/dfno/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/slimgroup%2Fdfno/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":271989915,"owners_count":24854701,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-08-24T02:00:11.135Z","response_time":111,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":["fno","mpi","mpi4py","python","pytorch"],"created_at":"2024-07-31T16:01:59.196Z","updated_at":"2025-10-30T11:51:39.362Z","avatar_url":"https://github.com/slimgroup.png","language":"Python","funding_links":[],"categories":["Python"],"sub_categories":[],"readme":"[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.6981516.svg)](https://doi.org/10.5281/zenodo.6981516)\n\n# Distributed Fourier Neural Operators\n\nImplements a distributed version of [Fourier Neural Operators](https://arxiv.org/pdf/2010.08895.pdf)\nbased off of the [code](https://github.com/zongyi-li/fourier_neural_operator) written by Zongyi Li, Shuhao Cao, and Jack Griffiths\nusing [DistDL](https://github.com/distdl/distdl).\n\n## Installation\n\n\nTo install this package you can either clone it and install it in dvelopper mode:\n\n\n```bash\ngit clone https://github.com/slimgroup/dfno.git\ncd dfno\npip install -e .\n```\n\nor directly install it with pip as a standard pythn package `pip install git+https://github.com/slimgroup/dfno.git`\n\n## Author\n\nThis package is written by Thomas Grady \u003ctgrady@gatech.edu\u003e at Georgia Institute of Technology\n\n\n## Citation\n\nIf you like and use our package, please cite our preprint:\n\n```\n@techreport {grady2022SCtll,\n\ttitle = {Model-Parallel Fourier Neural Operators as Learned Surrogates for Large-Scale Parametric PDEs},\n\tnumber = {TR-CSE-2022-1},\n\tyear = {2022},\n\tmonth = {04},\n\tkeywords = {CCS, deep learning, Fourier neural operators, HPC, large-scale, Model Parallelism, Multiphase Flow, Operator Learning},\n\turl = {https://arxiv.org/pdf/2204.01205.pdf},\n\tsoftware = {https://github.com/slimgroup/dfno},\n\tauthor = {Thomas J. Grady II and Rishi Khan and Mathias Louboutin and Ziyi Yin and Philipp A. Witte and Ranveer Chandra and Russell J. Hewett and Felix J. Herrmann}\n}\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fslimgroup%2Fdfno","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fslimgroup%2Fdfno","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fslimgroup%2Fdfno/lists"}