{"id":23189632,"url":"https://github.com/raulmurillo/annsim_22","last_synced_at":"2026-02-17T15:02:41.396Z","repository":{"id":134925828,"uuid":"459121883","full_name":"RaulMurillo/ANNSIM_22","owner":"RaulMurillo","description":"Code for reproducing ANNSIM 2022 results","archived":false,"fork":false,"pushed_at":"2024-08-05T10:18:57.000Z","size":21289,"stargazers_count":2,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-10-09T05:41:51.707Z","etag":null,"topics":["deep-neural-networks","floating-point","physics-simulation","posit","simulation"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/RaulMurillo.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}},"created_at":"2022-02-14T10:48:51.000Z","updated_at":"2024-08-05T10:19:01.000Z","dependencies_parsed_at":null,"dependency_job_id":"8a99acbe-0ba7-4b82-b00a-b9dd8bf637d3","html_url":"https://github.com/RaulMurillo/ANNSIM_22","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/RaulMurillo/ANNSIM_22","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RaulMurillo%2FANNSIM_22","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RaulMurillo%2FANNSIM_22/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RaulMurillo%2FANNSIM_22/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RaulMurillo%2FANNSIM_22/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/RaulMurillo","download_url":"https://codeload.github.com/RaulMurillo/ANNSIM_22/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RaulMurillo%2FANNSIM_22/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29548201,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-17T14:33:00.708Z","status":"ssl_error","status_checked_at":"2026-02-17T14:32:58.657Z","response_time":100,"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":["deep-neural-networks","floating-point","physics-simulation","posit","simulation"],"created_at":"2024-12-18T11:20:55.789Z","updated_at":"2026-02-17T15:02:41.370Z","avatar_url":"https://github.com/RaulMurillo.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# ANNSIM_22\n\nCode for reproducing ANNSIM 2022 results.  \nFor more information, refer to the original paper: [The Effects of Numerical Precision In Scientific Applications](https://doi.org/10.23919/ANNSIM55834.2022.9859379)\n\n## Quick start\nSources in `physic_probs/` make use of [Universal Numbers Library](https://github.com/stillwater-sc/universal), while the models in `DNN/` are implemented on [Qtorch+](https://github.com/minhhn2910/QPyTorch).\nYou would need to install those libraries to use the sources in this repo.\n\nUniversal library is necessary to compile the projects.  \nUse the script `update_cmake.sh` with option `-p \u003cuniversal directory\u003e` for quick setup.\n\n## Citation \nIf you find this repo useful, please cite our [paper](https://doi.org/10.23919/ANNSIM55834.2022.9859379) listed below.\n\n```bib\n@inproceedings{Murillo2022Effects,\n  author={Murillo, Raul and Barrio, Alberto A. Del and Botella, Guillermo},\n  booktitle={2022 Annual Modeling and Simulation Conference (ANNSIM)}, \n  title={The Effects of Numerical Precision In Scientific Applications}, \n  year={2022},\n  volume={},\n  number={},\n  pages={152--163},\n  doi={10.23919/ANNSIM55834.2022.9859379}\n}\n```\n\n## Credits\nSome of the original sources are taken from \nhttps://people.sc.fsu.edu/~jburkardt/\nand \nhttps://people.math.sc.edu/Burkardt/\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fraulmurillo%2Fannsim_22","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fraulmurillo%2Fannsim_22","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fraulmurillo%2Fannsim_22/lists"}