{"id":34085624,"url":"https://github.com/marvinpfoertner/linpde-gp","last_synced_at":"2026-04-08T12:04:09.800Z","repository":{"id":65825298,"uuid":"539398564","full_name":"marvinpfoertner/linpde-gp","owner":"marvinpfoertner","description":"Code for the Paper \"Physics-Informed Gaussian Process Regression Generalizes Linear PDE Solvers\"","archived":false,"fork":false,"pushed_at":"2024-04-26T22:19:42.000Z","size":5905,"stargazers_count":30,"open_issues_count":1,"forks_count":5,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-12-16T15:47:12.529Z","etag":null,"topics":["collocation-method","finite-element-method","galerkin-method","gaussian-processes","partial-differential-equations","probabilistic-numerics"],"latest_commit_sha":null,"homepage":"https://arxiv.org/abs/2212.12474","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/marvinpfoertner.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":".github/CODEOWNERS","security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2022-09-21T09:07:39.000Z","updated_at":"2025-06-19T03:15:34.000Z","dependencies_parsed_at":null,"dependency_job_id":"ae2a5aec-6892-4bdc-8c6f-4784a49bf2e8","html_url":"https://github.com/marvinpfoertner/linpde-gp","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/marvinpfoertner/linpde-gp","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/marvinpfoertner%2Flinpde-gp","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/marvinpfoertner%2Flinpde-gp/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/marvinpfoertner%2Flinpde-gp/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/marvinpfoertner%2Flinpde-gp/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/marvinpfoertner","download_url":"https://codeload.github.com/marvinpfoertner/linpde-gp/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/marvinpfoertner%2Flinpde-gp/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31554132,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-08T10:21:54.569Z","status":"ssl_error","status_checked_at":"2026-04-08T10:21:38.171Z","response_time":54,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: 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":["collocation-method","finite-element-method","galerkin-method","gaussian-processes","partial-differential-equations","probabilistic-numerics"],"created_at":"2025-12-14T13:08:23.317Z","updated_at":"2026-04-08T12:04:09.785Z","avatar_url":"https://github.com/marvinpfoertner.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# LinPDE-GP: Linear PDE Solvers based on GP Regression\n\nCode for the Paper \"Physics-Informed Gaussian Process Regression Generalizes Linear PDE Solvers\"\n\n## Getting Started\n\n### Cloning the Repository\n\nThis repository includes Git submodules, so it is best cloned via\n\n```shell\ngit clone --recurse-submodules git@github.com:marvinpfoertner/linpde-gp.git\n```\n\nIf you forgot the `--recurse-submodules` flag when cloning, simply run\n\n```shell\ngit submodule update --init --recursive\n```\n\ninside the repository.\n\n### Installing a Full Development Environment\n\n```shell\ncd path/to/linpde-gp\npip install -r dev-requirements.txt\n```\n\n## Citation\n\nIf you use this software, please cite our paper.\n\n```bibtex\n@misc{Pfoertner2022LinPDEGP,\n  author = {Pf\\\"ortner, Marvin and Steinwart, Ingo and Hennig, Philipp and Wenger, Jonathan},\n  title = {Physics-Informed Gaussian Process Regression Generalizes Linear PDE Solvers},\n  year = {2022},\n  publisher = {arXiv},\n  doi = {10.48550/arxiv.2212.12474},\n  url = {https://arxiv.org/abs/2212.12474}\n}\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmarvinpfoertner%2Flinpde-gp","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmarvinpfoertner%2Flinpde-gp","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmarvinpfoertner%2Flinpde-gp/lists"}