{"id":17026521,"url":"https://github.com/jobindjohn/ml-for-computational-models","last_synced_at":"2026-01-04T22:44:08.985Z","repository":{"id":122734658,"uuid":"410776537","full_name":"jobindjohn/ML-for-Computational-Models","owner":"jobindjohn","description":"Curated list of resources on Machine Learning for Computational Models","archived":false,"fork":false,"pushed_at":"2021-09-27T14:56:41.000Z","size":1,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-01-27T23:18:38.401Z","etag":null,"topics":["computational","computational-model","fluid-mechanics","literature","machine-learning","solid-mechanics"],"latest_commit_sha":null,"homepage":"","language":null,"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/jobindjohn.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":"2021-09-27T07:02:56.000Z","updated_at":"2021-09-27T15:05:32.000Z","dependencies_parsed_at":null,"dependency_job_id":"71073425-4528-4168-bea7-ee5916fbcee1","html_url":"https://github.com/jobindjohn/ML-for-Computational-Models","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/jobindjohn%2FML-for-Computational-Models","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jobindjohn%2FML-for-Computational-Models/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jobindjohn%2FML-for-Computational-Models/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jobindjohn%2FML-for-Computational-Models/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jobindjohn","download_url":"https://codeload.github.com/jobindjohn/ML-for-Computational-Models/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245007239,"owners_count":20546144,"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":["computational","computational-model","fluid-mechanics","literature","machine-learning","solid-mechanics"],"created_at":"2024-10-14T07:33:11.658Z","updated_at":"2026-01-04T22:44:08.958Z","avatar_url":"https://github.com/jobindjohn.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# Machine Learning for Computational Models\n\n## General Reviews\n\n- von Rueden et al., 2020, [Combining Machine Learning and Simulation to a Hybrid Modelling Approach: Current and Future Directions | SpringerLink](https://link.springer.com/chapter/10.1007/978-3-030-44584-3_43)\n- Brunton et al., 2020, [Machine Learning for Fluid Mechanics | Annual Review of Fluid Mechanics](https://www.annualreviews.org/doi/abs/10.1146/annurev-fluid-010719-060214)\n\n## Solid Mechanics\n\n### Injury Biomechanics\n\n- [Deep Learning Head Model for Real-time Estimation of Entire Brain Deformation in Concussion](https://arxiv.org/abs/2010.08527)\n- [Instantaneous Whole-Brain Strain Estimation in Dynamic Head Impact - PubMed](https://pubmed.ncbi.nlm.nih.gov/33126836/)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjobindjohn%2Fml-for-computational-models","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjobindjohn%2Fml-for-computational-models","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjobindjohn%2Fml-for-computational-models/lists"}