{"adoption": {"forks": 407, "observed_at": "2026-08-28T04:06:21.124033+00:00", "stars": 2164}, "canonical_url": "https://ross.abutalabs.com/products/matlab-simulink-challenge-project-hub", "card": {"archived": false, "artifact_type": "learning-resource", "description": "This MATLAB and Simulink Challenge Project Hub contains a list of research and design project ideas. These projects will help you gain practical experience and insight into technology trends and industry directions.", "domain": ["education", "tutorials", "robotics", "computer-vision", "artificial-intelligence", "simulation"], "enriched": true, "function": ["documentation", "developer-tools"], "health_score": 75, "homepage": null, "language": "HTML", "license": "NOASSERTION", "license_family": "other", "maturity": "active", "member_repos": ["mathworks/MATLAB-Simulink-Challenge-Project-Hub"], "name": "mathworks/MATLAB-Simulink-Challenge-Project-Hub", "platform": ["cross-platform"], "pushed_at": "2026-07-13T22:58:39+00:00", "repo": "mathworks/MATLAB-Simulink-Challenge-Project-Hub", "stars": 2164, "tags": ["matlab", "simulink", "student-projects", "capstone", "project-ideas", "engineering-education"], "topics": ["capstone-project", "senior-design", "senior-project", "thesis", "students", "student-project", "final-project", "final-year-project", "master-thesis", "capstone", "computer-vision", "drones", "robotics", "ai", "matlab", "energy", "simulink", "deep-learning", "autonomous", "project-ideas"], "urls": [], "use_cases": ["find a final year engineering project idea", "get capstone project ideas using MATLAB and Simulink", "find a master's thesis topic in robotics or AI", "gain practical MATLAB experience through guided projects", "find senior design project ideas with industry relevance", "get student project ideas in deep learning or computer vision"], "what_it_is": "A curated hub of MATLAB and Simulink challenge project ideas for students and researchers, covering topics like robotics, computer vision, deep learning, drones, and energy. It provides project descriptions, participation guidelines, and official MathWorks recognition for completed work.", "when_to_avoid": ["you need production software or a reusable code library", "you do not use MATLAB or Simulink", "you want a self-contained tool rather than a list of project ideas"], "when_to_choose": ["you are a student looking for a structured, industry-relevant project with official recognition", "you want to build skills in MATLAB or Simulink through real challenges", "you need a thesis or capstone topic in engineering or science"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/matlab-simulink-challenge-project-hub", "repo": "mathworks/MATLAB-Simulink-Challenge-Project-Hub", "role": "main", "score": 74}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:06:21.124033+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T02:50:00.815579+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fd825d72e92be49c069d5e9efdbb6bb0d873df07e8c55de07d8da71520c07371", "fetched_at": "2026-08-28T04:06:21.124033+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mathworks/MATLAB-Simulink-Challenge-Project-Hub"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:06:21.124033+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T02:50:00.815579+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fd825d72e92be49c069d5e9efdbb6bb0d873df07e8c55de07d8da71520c07371", "fetched_at": "2026-08-28T04:06:21.124033+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mathworks/MATLAB-Simulink-Challenge-Project-Hub"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T02:50:00.815579+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fd825d72e92be49c069d5e9efdbb6bb0d873df07e8c55de07d8da71520c07371", "fetched_at": "2026-08-28T04:06:21.124033+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mathworks/MATLAB-Simulink-Challenge-Project-Hub"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:06:21.124033+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:06:21.124033+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:06:21.124033+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T02:50:00.815579+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fd825d72e92be49c069d5e9efdbb6bb0d873df07e8c55de07d8da71520c07371", "fetched_at": "2026-08-28T04:06:21.124033+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mathworks/MATLAB-Simulink-Challenge-Project-Hub"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:06:21.124033+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:06:21.124033+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T02:50:00.815579+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fd825d72e92be49c069d5e9efdbb6bb0d873df07e8c55de07d8da71520c07371", "fetched_at": "2026-08-28T04:06:21.124033+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mathworks/MATLAB-Simulink-Challenge-Project-Hub"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:06:21.124033+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:06:21.124033+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:06:21.124033+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T02:50:00.815579+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fd825d72e92be49c069d5e9efdbb6bb0d873df07e8c55de07d8da71520c07371", "fetched_at": "2026-08-28T04:06:21.124033+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mathworks/MATLAB-Simulink-Challenge-Project-Hub"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:06:21.124033+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:06:21.124033+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T02:50:00.815579+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fd825d72e92be49c069d5e9efdbb6bb0d873df07e8c55de07d8da71520c07371", "fetched_at": "2026-08-28T04:06:21.124033+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mathworks/MATLAB-Simulink-Challenge-Project-Hub"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T02:50:00.815579+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fd825d72e92be49c069d5e9efdbb6bb0d873df07e8c55de07d8da71520c07371", "fetched_at": "2026-08-28T04:06:21.124033+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mathworks/MATLAB-Simulink-Challenge-Project-Hub"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T02:50:00.815579+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fd825d72e92be49c069d5e9efdbb6bb0d873df07e8c55de07d8da71520c07371", "fetched_at": "2026-08-28T04:06:21.124033+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mathworks/MATLAB-Simulink-Challenge-Project-Hub"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T02:50:00.815579+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fd825d72e92be49c069d5e9efdbb6bb0d873df07e8c55de07d8da71520c07371", "fetched_at": "2026-08-28T04:06:21.124033+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mathworks/MATLAB-Simulink-Challenge-Project-Hub"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 92, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_releases", "no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 2035, "days_push": 51, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 74, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}