{"id":17143832,"url":"https://github.com/asem000/kelvin-helmholtz-using-deep-learning","last_synced_at":"2025-06-17T14:38:48.787Z","repository":{"id":140101847,"uuid":"323617684","full_name":"ASEM000/Kelvin-Helmholtz-using-deep-learning","owner":"ASEM000","description":"Solving Kelvin Helmholtz instability by DiffusionNet","archived":false,"fork":false,"pushed_at":"2020-12-22T12:31:34.000Z","size":35138,"stargazers_count":3,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-29T15:13:18.914Z","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":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ASEM000.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":"2020-12-22T12:19:26.000Z","updated_at":"2023-05-09T14:48:49.000Z","dependencies_parsed_at":null,"dependency_job_id":"139caf82-4bd5-4e46-addc-7c8279efc729","html_url":"https://github.com/ASEM000/Kelvin-Helmholtz-using-deep-learning","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ASEM000%2FKelvin-Helmholtz-using-deep-learning","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ASEM000%2FKelvin-Helmholtz-using-deep-learning/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ASEM000%2FKelvin-Helmholtz-using-deep-learning/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ASEM000%2FKelvin-Helmholtz-using-deep-learning/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ASEM000","download_url":"https://codeload.github.com/ASEM000/Kelvin-Helmholtz-using-deep-learning/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245248013,"owners_count":20584460,"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":[],"created_at":"2024-10-14T20:42:25.248Z","updated_at":"2025-03-24T09:42:38.289Z","avatar_url":"https://github.com/ASEM000.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n## Solving Kelvin Helmholtz instability by DiffusionNet\n\n### Example 1\n![image](https://i.imgur.com/2g2Knsu.png)\n\n### Example 2\n![image](https://i.imgur.com/StL3YkW.png)\n\n### Example 3\n![image](https://i.imgur.com/41I6MFa.png)\n\n### Loss curve\n![image](https://i.imgur.com/AKmX1H9.png)\n\n**Numerical solver is provided by Philip Mocz**\n\n\nYou can change  parameters of the instability , and then retrain the model following the notebook provided\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fasem000%2Fkelvin-helmholtz-using-deep-learning","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fasem000%2Fkelvin-helmholtz-using-deep-learning","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fasem000%2Fkelvin-helmholtz-using-deep-learning/lists"}