{"id":16510782,"url":"https://github.com/janosh/ffonons","last_synced_at":"2025-03-21T08:31:28.309Z","repository":{"id":246546134,"uuid":"719368703","full_name":"janosh/ffonons","owner":"janosh","description":"Phonons from ML force fields","archived":false,"fork":false,"pushed_at":"2025-01-06T16:32:50.000Z","size":150992,"stargazers_count":17,"open_issues_count":2,"forks_count":1,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-03-15T22:43:18.814Z","etag":null,"topics":["machine-learning","materials-informatics","materials-science"],"latest_commit_sha":null,"homepage":"https://janosh.github.io/ffonons/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/janosh.png","metadata":{"files":{"readme":"readme.md","changelog":null,"contributing":null,"funding":null,"license":null,"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}},"created_at":"2023-11-16T02:34:22.000Z","updated_at":"2024-12-08T21:54:44.000Z","dependencies_parsed_at":"2024-10-28T10:14:06.645Z","dependency_job_id":"ca0e33fd-e87e-457b-a966-77828a247b8d","html_url":"https://github.com/janosh/ffonons","commit_stats":null,"previous_names":["janosh/ffonons"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/janosh%2Fffonons","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/janosh%2Fffonons/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/janosh%2Fffonons/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/janosh%2Fffonons/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/janosh","download_url":"https://codeload.github.com/janosh/ffonons/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244124182,"owners_count":20401684,"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","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":["machine-learning","materials-informatics","materials-science"],"created_at":"2024-10-11T15:57:18.906Z","updated_at":"2025-03-21T08:31:23.292Z","avatar_url":"https://github.com/janosh.png","language":"Python","funding_links":[],"categories":["Universal Potentials"],"sub_categories":[],"readme":"\u003ch1 align=\"center\"\u003e\n  \u003cslot name=\"logo\"\u003e\n    \u003cimg src=\"https://github.com/janosh/ffonons/raw/main/site/static/ffonons.svg\" alt=\"FFonons logo\" width=\"100\" /\u003e\u003cbr /\u003e\n  \u003c/slot\u003e\n  FFonons\n\u003c/h1\u003e\n\nAnalysis of foundation model force fields (FF) to predict harmonic phonons.\n\nSee [janosh.github.io/ffonons](https://janosh.github.io/ffonons). Very much work in progress! 🚧\n\n\u003cslot name=\"metrics-table\"\u003e\n\nExample: Phonon bands and DOS for [mp-2691](https://legacy.materialsproject.org/materials/mp-2691) comparing [CHGNet v0.3.3](https://github.com/CederGroupHub/chgnet/releases/tag/v0.3.3) and [MACE-MP-0](https://arxiv.org/abs/2401.00096) with PBE reference data from Togo's PhononDB (excluding Born non-analytic corrections):\n\n![mp-2691-bs-dos-chgnet-v0.3.3-mace-y7uhwpje-pbe](https://github.com/janosh/ffonons/assets/30958850/16eae2c8-a6b5-400a-8585-2d569d3bcd30)\n\n\u003c/slot\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjanosh%2Fffonons","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjanosh%2Fffonons","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjanosh%2Fffonons/lists"}