{
  "title": "Global Robotics & AI University Rankings",
  "shortTitle": "GRAUR",
  "year": "2026",
  "scope": "Top 50",
  "generatedAt": "2026-07-06",
  "sourceWorkbook": "D:\\download\\embodied_ai_university_ranking_master_v1_1_full_ranked.xlsx",
  "claim": "GRAUR is a third-party composite ranking based on public rankings and authoritative sources. It is not an official QS, Times Higher Education, U.S. News, or ShanghaiRanking product.",
  "weights": [
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      "key": "globalRankings",
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      "color": "blue"
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      "key": "roboticsAi",
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      "label": "Ecosystem Context",
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    {
      "rank": 28,
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      "qsRank": 28,
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      "globalRankings": 52.99,
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    },
    {
      "rank": 32,
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      "qsRank": 33,
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    {
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      "roboticsScore": 38.0,
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    },
    {
      "rank": 34,
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      "enterprise": 80.0,
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      "globalRankings": 51.385,
      "roboticsAi": 15.825,
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    },
    {
      "rank": 35,
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      "qsRank": 92,
      "theRank": 25,
      "usNewsRank": 12,
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      "roboticsRank": 63,
      "aiRank": 88,
      "enterprise": 91.0,
      "climate": 68.0,
      "friendliness": 68.0,
      "confidence": "High",
      "notes": null,
      "globalRankings": 52.29,
      "roboticsAi": 14.175,
      "ecosystemWeighted": 7.95,
      "qsScore": 54.5,
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      "arwuScore": 96.0,
      "roboticsScore": 38.0,
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    },
    {
      "rank": 36,
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      "qsRank": 50,
      "theRank": 80,
      "usNewsRank": 52,
      "arwuRank": 176,
      "roboticsRank": 50,
      "aiRank": 16,
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      "confidence": "High",
      "notes": "ARWU band converted to midpoint",
      "globalRankings": 43.705,
      "roboticsAi": 21.525,
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      "roboticsScore": 51.0,
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    },
    {
      "rank": 37,
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      "qsRank": 35,
      "theRank": 29,
      "usNewsRank": 41,
      "arwuRank": 37,
      "roboticsRank": 63,
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      "enterprise": 73.0,
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      "confidence": "High",
      "notes": null,
      "globalRankings": 53.74,
      "roboticsAi": 11.325,
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      "roboticsScore": 38.0,
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    },
    {
      "rank": 38,
      "chineseName": "约翰斯·霍普金斯大学",
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      "qsRank": 20,
      "theRank": 16,
      "usNewsRank": 17,
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      "roboticsRank": 88,
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      "enterprise": 82.0,
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      "friendliness": 68.0,
      "confidence": "High",
      "notes": null,
      "globalRankings": 56.82,
      "roboticsAi": 7.575,
      "ecosystemWeighted": 7.58,
      "qsScore": 90.5,
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      "roboticsScore": 13.0,
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    },
    {
      "rank": 39,
      "chineseName": "哥伦比亚大学",
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      "qsRank": 43,
      "theRank": 20,
      "usNewsRank": 10,
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      "enterprise": 88.0,
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      "confidence": "High",
      "notes": null,
      "globalRankings": 55.945,
      "roboticsAi": 7.575,
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      "roboticsScore": 13.0,
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    },
    {
      "rank": 40,
      "chineseName": "中国科学技术大学",
      "englishName": "University of Science and Technology of China",
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      "qsRank": 134,
      "theRank": 51,
      "usNewsRank": 59,
      "arwuRank": 40,
      "roboticsRank": 63,
      "aiRank": 29,
      "enterprise": 77.0,
      "climate": 68.0,
      "friendliness": 60.0,
      "confidence": "High",
      "notes": null,
      "globalRankings": 46.025,
      "roboticsAi": 18.6,
      "ecosystemWeighted": 7.01,
      "qsScore": 33.5,
      "theScore": 83.33,
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      "arwuScore": 90.25,
      "roboticsScore": 38.0,
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    },
    {
      "rank": 41,
      "chineseName": "莫纳什大学",
      "englishName": "Monash University",
      "countryRegion": "Australia",
      "cityMetro": "Melbourne",
      "totalScore": 71.59,
      "qsRank": 31,
      "theRank": 58,
      "usNewsRank": 38,
      "arwuRank": 76,
      "roboticsRank": 88,
      "aiRank": 63,
      "enterprise": 80.0,
      "climate": 86.0,
      "friendliness": 90.0,
      "confidence": "High",
      "notes": null,
      "globalRankings": 50.865,
      "roboticsAi": 12.3,
      "ecosystemWeighted": 8.42,
      "qsScore": 85.0,
      "theScore": 81.0,
      "usnScore": 92.6,
      "arwuScore": 81.25,
      "roboticsScore": 13.0,
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    },
    {
      "rank": 42,
      "chineseName": "南加州大学",
      "englishName": "University of Southern California",
      "countryRegion": "United States",
      "cityMetro": "Los Angeles",
      "totalScore": 70.61,
      "qsRank": 153,
      "theRank": 73,
      "usNewsRank": 74,
      "arwuRank": 68,
      "roboticsRank": 34,
      "aiRank": 63,
      "enterprise": 85.0,
      "climate": 92.0,
      "friendliness": 68.0,
      "confidence": "High",
      "notes": null,
      "globalRankings": 42.075,
      "roboticsAi": 20.4,
      "ecosystemWeighted": 8.13,
      "qsScore": 24.0,
      "theScore": 76.0,
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      "arwuScore": 83.25,
      "roboticsScore": 67.0,
      "aiScore": 69.0
    },
    {
      "rank": 43,
      "chineseName": "耶鲁大学",
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      "countryRegion": "United States",
      "cityMetro": "New Haven/Boston-NYC Corridor",
      "totalScore": 68.86,
      "qsRank": 16,
      "theRank": 10,
      "usNewsRank": 8,
      "arwuRank": 11,
      "roboticsRank": 88,
      "aiRank": 176,
      "enterprise": 72.0,
      "climate": 70.0,
      "friendliness": 68.0,
      "confidence": "High",
      "notes": null,
      "globalRankings": 57.99,
      "roboticsAi": 3.825,
      "ecosystemWeighted": 7.04,
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      "theScore": 97.0,
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      "arwuScore": 97.5,
      "roboticsScore": 13.0,
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    },
    {
      "rank": 44,
      "chineseName": "佐治亚理工学院",
      "englishName": "Georgia Institute of Technology",
      "countryRegion": "United States",
      "cityMetro": "Atlanta",
      "totalScore": 68.11,
      "qsRank": 142,
      "theRank": 41,
      "usNewsRank": 94,
      "arwuRank": 176,
      "roboticsRank": 27,
      "aiRank": 63,
      "enterprise": 82.0,
      "climate": 82.0,
      "friendliness": 68.0,
      "confidence": "High",
      "notes": "ARWU band converted to midpoint",
      "globalRankings": 38.875,
      "roboticsAi": 21.45,
      "ecosystemWeighted": 7.78,
      "qsScore": 29.5,
      "theScore": 86.67,
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      "arwuScore": 56.25,
      "roboticsScore": 74.0,
      "aiScore": 69.0
    },
    {
      "rank": 45,
      "chineseName": "德克萨斯大学-奥斯汀",
      "englishName": "University of Texas at Austin",
      "countryRegion": "United States",
      "cityMetro": "Austin",
      "totalScore": 67.79,
      "qsRank": 72,
      "theRank": 50,
      "usNewsRank": 56,
      "arwuRank": 49,
      "roboticsRank": 88,
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      "enterprise": 84.0,
      "climate": 82.0,
      "friendliness": 68.0,
      "confidence": "High",
      "notes": null,
      "globalRankings": 49.48,
      "roboticsAi": 10.425,
      "ecosystemWeighted": 7.88,
      "qsScore": 64.5,
      "theScore": 83.67,
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      "arwuScore": 88.0,
      "roboticsScore": 13.0,
      "aiScore": 56.5
    },
    {
      "rank": 46,
      "chineseName": "哈尔滨工业大学",
      "englishName": "Harbin Institute of Technology",
      "countryRegion": "China",
      "cityMetro": "Harbin",
      "totalScore": 67.48,
      "qsRank": 190,
      "theRank": 131,
      "usNewsRank": 111,
      "arwuRank": 126,
      "roboticsRank": 9,
      "aiRank": 11,
      "enterprise": 70.0,
      "climate": 45.0,
      "friendliness": 60.0,
      "confidence": "High",
      "notes": "ARWU band converted to midpoint",
      "globalRankings": 33.235,
      "roboticsAi": 28.05,
      "ecosystemWeighted": 6.2,
      "qsScore": 5.5,
      "theScore": 56.67,
      "usnScore": 78.0,
      "arwuScore": 68.75,
      "roboticsScore": 92.0,
      "aiScore": 95.0
    },
    {
      "rank": 47,
      "chineseName": "代尔夫特理工大学",
      "englishName": "Delft University of Technology",
      "countryRegion": "Netherlands",
      "cityMetro": "Delft/Randstad",
      "totalScore": 67.24,
      "qsRank": 48,
      "theRank": 57,
      "usNewsRank": 170,
      "arwuRank": 176,
      "roboticsRank": 18,
      "aiRank": 126,
      "enterprise": 75.0,
      "climate": 70.0,
      "friendliness": 86.0,
      "confidence": "High",
      "notes": "ARWU band converted to midpoint",
      "globalRankings": 41.435,
      "roboticsAi": 18.075,
      "ecosystemWeighted": 7.73,
      "qsScore": 76.5,
      "theScore": 81.33,
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      "arwuScore": 56.25,
      "roboticsScore": 83.0,
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    },
    {
      "rank": 48,
      "chineseName": "布里斯托大学",
      "englishName": "University of Bristol",
      "countryRegion": "United Kingdom",
      "cityMetro": "Bristol",
      "totalScore": 66.54,
      "qsRank": 57,
      "theRank": 80,
      "usNewsRank": 115,
      "arwuRank": 98,
      "roboticsRank": 63,
      "aiRank": 88,
      "enterprise": 72.0,
      "climate": 70.0,
      "friendliness": 82.0,
      "confidence": "High",
      "notes": null,
      "globalRankings": 44.905,
      "roboticsAi": 14.175,
      "ecosystemWeighted": 7.46,
      "qsScore": 72.0,
      "theScore": 73.67,
      "usnScore": 77.2,
      "arwuScore": 75.75,
      "roboticsScore": 38.0,
      "aiScore": 56.5
    },
    {
      "rank": 49,
      "chineseName": "韩国科学技术院",
      "englishName": "Korea Advanced Institute of Science and Technology",
      "countryRegion": "South Korea",
      "cityMetro": "Daejeon",
      "totalScore": 65.56,
      "qsRank": 65,
      "theRank": 70,
      "usNewsRank": 281,
      "arwuRank": 251,
      "roboticsRank": 15,
      "aiRank": 39,
      "enterprise": 75.0,
      "climate": 68.0,
      "friendliness": 78.0,
      "confidence": "Medium",
      "notes": "U.S. News rank from secondary row-level source (>Top200 official PDF); ARWU band converted to midpoint",
      "globalRankings": 33.06,
      "roboticsAi": 25.05,
      "ecosystemWeighted": 7.45,
      "qsScore": 68.0,
      "theScore": 77.0,
      "usnScore": 44.0,
      "arwuScore": 37.5,
      "roboticsScore": 86.0,
      "aiScore": 81.0
    },
    {
      "rank": 50,
      "chineseName": "普渡大学-西拉法叶",
      "englishName": "Purdue University - West Lafayette",
      "countryRegion": "United States",
      "cityMetro": "West Lafayette/Indianapolis",
      "totalScore": 57.97,
      "qsRank": 100,
      "theRank": 85,
      "usNewsRank": 152,
      "arwuRank": 126,
      "roboticsRank": 63,
      "aiRank": 126,
      "enterprise": 72.0,
      "climate": 65.0,
      "friendliness": 68.0,
      "confidence": "High",
      "notes": "ARWU band converted to midpoint",
      "globalRankings": 39.705,
      "roboticsAi": 11.325,
      "ecosystemWeighted": 6.94,
      "qsScore": 50.5,
      "theScore": 72.0,
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      "arwuScore": 68.75,
      "roboticsScore": 38.0,
      "aiScore": 37.5
    }
  ],
  "sources": [
    {
      "id": "QS-2027",
      "name": "QS World University Rankings",
      "edition": "2027",
      "tier": "A1/A2",
      "url": "https://www.topuniversities.com/qs-top-uni-wur",
      "usedFor": "QS 12%; QS≤200 eligibility",
      "notes": "User-uploaded official Top120 screenshots + official institution profile supplements for 121-200."
    },
    {
      "id": "THE-2026",
      "name": "Times Higher Education World University Rankings",
      "edition": "2026",
      "tier": "A1/A2",
      "url": "https://www.timeshighereducation.com/world-university-rankings/latest/world-ranking",
      "usedFor": "THE 15%",
      "notes": "User-uploaded THE official screenshot set; official profile pages for 201-250 / 251-300 band supplements."
    },
    {
      "id": "USN-2026-2027-PDF",
      "name": "U.S. News Best Global Universities official page print",
      "edition": "2026–2027",
      "tier": "A1",
      "url": "User-uploaded PDF: us.news2026-2027前200.pdf",
      "usedFor": "U.S. News 15%",
      "notes": "Official browser print includes top-200 cards with ranks and global scores."
    },
    {
      "id": "USN-SECONDARY",
      "name": "Secondary row-level pages for schools outside official PDF Top200",
      "edition": "2026 label",
      "tier": "B1",
      "url": "Mastersportal / Shiksha ranking pages; validate later on U.S. News official institution pages",
      "usedFor": "U.S. News 15%",
      "notes": "Used only for KTH, Politecnico di Milano, Sungkyunkwan, Hanyang, KAIST; marked medium confidence."
    },
    {
      "id": "ARWU-2025",
      "name": "ShanghaiRanking Academic Ranking of World Universities",
      "edition": "2025",
      "tier": "A1/A2",
      "url": "https://www.shanghairanking.com/rankings/arwu/2025",
      "usedFor": "ARWU 18%",
      "notes": "User-uploaded ARWU pages + official ShanghaiRanking institution pages/PDF bands."
    },
    {
      "id": "GRAS-ROBOTICS",
      "name": "ShanghaiRanking GRAS Robotic Science & Engineering",
      "edition": "2025",
      "tier": "A1",
      "url": "https://www.shanghairanking.com/rankings/gras/2025/AS0230",
      "usedFor": "Candidate pool + 15%",
      "notes": "Candidate must appear in Robotics Top100."
    },
    {
      "id": "GRAS-AI",
      "name": "ShanghaiRanking GRAS Artificial Intelligence",
      "edition": "2025",
      "tier": "A1",
      "url": "https://www.shanghairanking.com/rankings/gras/2025/AS0229",
      "usedFor": "Candidate pool + 15%",
      "notes": "Candidate must appear in AI Top200."
    },
    {
      "id": "ECOSYSTEM",
      "name": "Stanford AI Index + WIPO GII clusters + QS Best Student Cities + GPI/Climate sources",
      "edition": "2025/2026",
      "tier": "C",
      "url": "https://hai.stanford.edu/ai-index/2026-ai-index-report; https://www.wipo.int/en/web/global-innovation-index/2025/innovation-clusters; https://www.topuniversities.com/city-rankings; https://www.economicsandpeace.org/global-peace-index/; https://climateknowledgeportal.worldbank.org/",
      "usedFor": "Enterprise 5%, Climate 2%, Friendliness 3%",
      "notes": "Transparent proxy score. It is not an official university ranking score."
    }
  ],
  "methodology": [
    {
      "section": "榜单定位",
      "content": "第三方二次评价：世界大学具身智能/机器人/AI方向综合榜，不代表 QS/THE/U.S. News/ShanghaiRanking 官方观点。"
    },
    {
      "section": "候选池硬门槛",
      "content": "必须同时进入软科 GRAS 2025 机器人科学与工程 Top100 与人工智能 Top200；且 QS 2027 排名≤200。"
    },
    {
      "section": "评分权重",
      "content": "QS 12%；THE 15%；U.S. News 15%；ARWU 18%；GRAS Robotics 15%；GRAS AI 15%；企业资源5%；生活气候2%；人文/国际友好度3%。"
    },
    {
      "section": "版本锁定",
      "content": "QS 2027；THE 2026；U.S. News 2026–2027；ARWU 2025；GRAS 2025。不同年份不混用。"
    },
    {
      "section": "区间排名处理",
      "content": "51-75 取 63；76-100 取 88；101-150 取 126；151-200 取 176；201-250 取 226；251-300 取 276；301-400 取 351。"
    },
    {
      "section": "归一化公式",
      "content": "RankScore = 100 × (N + 1 − RankUsed) / N。N：QS=200，THE=300，U.S. News=500，ARWU=400，Robotics=100，AI=200。"
    },
    {
      "section": "生态项说明",
      "content": "生态项为城市/国家代理分，不是高校官方排名；企业资源主要看 AI/机器人产业与创新集群，生活气候看气候与环境舒适度，人文友好度看学生城市、国际化与安全友好度。"
    },
    {
      "section": "完整性规则",
      "content": "没有当前周期核心数据的学校不进入 Final_Ranking；保留在 Excluded_or_Pending。"
    },
    {
      "section": "版权与发布提示",
      "content": "小红书公开发布时建议只展示本榜单综合分、分项分与来源列表，不整表搬运原始榜单。"
    }
  ]
}