{"id":29656552,"url":"https://github.com/zincware/znpinnlab","last_synced_at":"2026-07-10T12:32:06.113Z","repository":{"id":232766068,"uuid":"781899764","full_name":"zincware/ZnPINNLab","owner":"zincware","description":null,"archived":false,"fork":false,"pushed_at":"2026-06-15T14:47:05.000Z","size":29040,"stargazers_count":1,"open_issues_count":4,"forks_count":1,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-06-15T16:27:27.054Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","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/zincware.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,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2024-04-04T08:57:32.000Z","updated_at":"2026-06-15T14:48:45.000Z","dependencies_parsed_at":"2025-10-25T14:37:58.565Z","dependency_job_id":null,"html_url":"https://github.com/zincware/ZnPINNLab","commit_stats":null,"previous_names":["zincware/znpinnlab"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/zincware/ZnPINNLab","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zincware%2FZnPINNLab","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zincware%2FZnPINNLab/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zincware%2FZnPINNLab/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zincware%2FZnPINNLab/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zincware","download_url":"https://codeload.github.com/zincware/ZnPINNLab/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zincware%2FZnPINNLab/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":35331951,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-07-10T02:00:06.465Z","response_time":60,"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":[],"created_at":"2025-07-22T08:35:55.333Z","updated_at":"2026-07-10T12:32:06.091Z","avatar_url":"https://github.com/zincware.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# ZnPINNLab\n\nRepository for a lab course about Physics informed Neural Networks (PINNs).\nThe course is part of the advanced physics lab, which is a module in the masters programm of physics at the University of Stuttgart.\n\nThe course aims to teach the fundamentals of neural networks, by learning the physics of a differential equation using a PINN. \n\n\n## Installation\nYou need to have python installed on your machine. \nTo install the required packages, run the following command in the terminal:\n```bash\npython install.py\n```\nThe installation will create a virtual environment in which the required packages are installed.\nTo activate the virtual environment, run the following command in the terminal:\n```bash\nsource venv/bin/activate\n```\nTo deactivate the virtual environment, run the following command in the terminal:\n```bash\ndeactivate\n```\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzincware%2Fznpinnlab","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fzincware%2Fznpinnlab","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzincware%2Fznpinnlab/lists"}