{
  "edges": [
    {
      "evidence": {
        "dataset": "german-ai-innovation-path",
        "field": "cordis_project_code_and_participant_pic",
        "sourceId": "cordis:101086248:participant:999849908",
        "url": "https://cordis.europa.eu/project/id/101086248"
      },
      "evidenceClass": "exact",
      "from": "actor:cordis-pic:999849908",
      "id": "claim:funding:101086248:999849908",
      "relation": "participates_in",
      "to": "cordis:101086248"
    },
    {
      "evidence": {
        "dataset": "german-ai-innovation-path",
        "field": "cordis_project_code_and_participant_pic",
        "sourceId": "cordis:101086248:participant:999853206",
        "url": "https://cordis.europa.eu/project/id/101086248"
      },
      "evidenceClass": "exact",
      "from": "actor:cordis-pic:999853206",
      "id": "claim:funding:101086248:999853206",
      "relation": "participates_in",
      "to": "cordis:101086248"
    },
    {
      "evidence": {
        "dataset": "german-ai-innovation-path",
        "field": "cordis_project_code_and_participant_pic",
        "sourceId": "cordis:101086248:participant:999977463",
        "url": "https://cordis.europa.eu/project/id/101086248"
      },
      "evidenceClass": "exact",
      "from": "actor:cordis-pic:999977463",
      "id": "claim:funding:101086248:999977463",
      "relation": "participates_in",
      "to": "cordis:101086248"
    },
    {
      "evidence": {
        "dataset": "german-ai-research-to-transfer-index",
        "field": "cordis_project_code",
        "sourceId": "101086248:output:295d8342a40624968cb050b2",
        "url": "https://cordis.europa.eu/project/id/101086248"
      },
      "evidenceClass": "exact",
      "from": "cordis:101086248",
      "id": "edge:project-output:101086248:295d8342a40624968cb050b2",
      "relation": "has_observed_output",
      "to": "output:295d8342a40624968cb050b2"
    },
    {
      "evidence": {
        "dataset": "german-ai-research-to-transfer-index",
        "field": "cordis_project_code",
        "sourceId": "101086248:output:2ce9350f35b0672a85422219",
        "url": "https://cordis.europa.eu/project/id/101086248"
      },
      "evidenceClass": "exact",
      "from": "cordis:101086248",
      "id": "edge:project-output:101086248:2ce9350f35b0672a85422219",
      "relation": "has_observed_output",
      "to": "output:2ce9350f35b0672a85422219"
    },
    {
      "evidence": {
        "dataset": "german-ai-research-to-transfer-index",
        "field": "cordis_project_code",
        "sourceId": "101086248:output:40cbbec3df68284bd268be30",
        "url": "https://cordis.europa.eu/project/id/101086248"
      },
      "evidenceClass": "exact",
      "from": "cordis:101086248",
      "id": "edge:project-output:101086248:40cbbec3df68284bd268be30",
      "relation": "has_observed_output",
      "to": "output:40cbbec3df68284bd268be30"
    },
    {
      "evidence": {
        "dataset": "german-ai-research-to-transfer-index",
        "field": "cordis_project_code",
        "sourceId": "101086248:output:45ddd13995cda360dbb05d08",
        "url": "https://cordis.europa.eu/project/id/101086248"
      },
      "evidenceClass": "exact",
      "from": "cordis:101086248",
      "id": "edge:project-output:101086248:45ddd13995cda360dbb05d08",
      "relation": "has_observed_output",
      "to": "output:45ddd13995cda360dbb05d08"
    },
    {
      "evidence": {
        "dataset": "german-ai-research-to-transfer-index",
        "field": "cordis_project_code",
        "sourceId": "101086248:output:8a576c20e9e98fc5effb6ce6",
        "url": "https://cordis.europa.eu/project/id/101086248"
      },
      "evidenceClass": "exact",
      "from": "cordis:101086248",
      "id": "edge:project-output:101086248:8a576c20e9e98fc5effb6ce6",
      "relation": "has_observed_output",
      "to": "output:8a576c20e9e98fc5effb6ce6"
    },
    {
      "evidence": {
        "dataset": "german-ai-research-to-transfer-index",
        "field": "cordis_project_code",
        "sourceId": "101086248:output:9d9f3a62f6b396e4792977de",
        "url": "https://cordis.europa.eu/project/id/101086248"
      },
      "evidenceClass": "exact",
      "from": "cordis:101086248",
      "id": "edge:project-output:101086248:9d9f3a62f6b396e4792977de",
      "relation": "has_observed_output",
      "to": "output:9d9f3a62f6b396e4792977de"
    },
    {
      "evidence": {
        "dataset": "german-ai-research-to-transfer-index",
        "field": "cordis_project_code",
        "sourceId": "101086248:output:a1fee1a5e32a0fd28e8c96e9",
        "url": "https://cordis.europa.eu/project/id/101086248"
      },
      "evidenceClass": "exact",
      "from": "cordis:101086248",
      "id": "edge:project-output:101086248:a1fee1a5e32a0fd28e8c96e9",
      "relation": "has_observed_output",
      "to": "output:a1fee1a5e32a0fd28e8c96e9"
    },
    {
      "evidence": {
        "dataset": "german-ai-research-to-transfer-index",
        "field": "cordis_project_code",
        "sourceId": "101086248:output:a755c2f461d9a1ad74e617b4",
        "url": "https://cordis.europa.eu/project/id/101086248"
      },
      "evidenceClass": "exact",
      "from": "cordis:101086248",
      "id": "edge:project-output:101086248:a755c2f461d9a1ad74e617b4",
      "relation": "has_observed_output",
      "to": "output:a755c2f461d9a1ad74e617b4"
    },
    {
      "evidence": {
        "dataset": "german-ai-research-to-transfer-index",
        "field": "cordis_project_code",
        "sourceId": "101086248:output:aef48939ccdeb1617a93087d",
        "url": "https://cordis.europa.eu/project/id/101086248"
      },
      "evidenceClass": "exact",
      "from": "cordis:101086248",
      "id": "edge:project-output:101086248:aef48939ccdeb1617a93087d",
      "relation": "has_observed_output",
      "to": "output:aef48939ccdeb1617a93087d"
    },
    {
      "evidence": {
        "dataset": "german-ai-research-to-transfer-index",
        "field": "cordis_project_code",
        "sourceId": "101086248:output:c5b7f97bfc9eb20000f9f270",
        "url": "https://cordis.europa.eu/project/id/101086248"
      },
      "evidenceClass": "exact",
      "from": "cordis:101086248",
      "id": "edge:project-output:101086248:c5b7f97bfc9eb20000f9f270",
      "relation": "has_observed_output",
      "to": "output:c5b7f97bfc9eb20000f9f270"
    },
    {
      "evidence": {
        "dataset": "german-ai-research-to-transfer-index",
        "field": "cordis_project_code",
        "sourceId": "101086248:output:d6d2a5319c3480920171bb39",
        "url": "https://cordis.europa.eu/project/id/101086248"
      },
      "evidenceClass": "exact",
      "from": "cordis:101086248",
      "id": "edge:project-output:101086248:d6d2a5319c3480920171bb39",
      "relation": "has_observed_output",
      "to": "output:d6d2a5319c3480920171bb39"
    },
    {
      "evidence": {
        "dataset": "german-ai-research-to-transfer-index",
        "field": "cordis_project_code",
        "sourceId": "101086248:output:fcd343e170ad6818a92ec382",
        "url": "https://cordis.europa.eu/project/id/101086248"
      },
      "evidenceClass": "exact",
      "from": "cordis:101086248",
      "id": "edge:project-output:101086248:fcd343e170ad6818a92ec382",
      "relation": "has_observed_output",
      "to": "output:fcd343e170ad6818a92ec382"
    }
  ],
  "entity": {
    "attributes": {
      "acronym": "CLOUDSTARS",
      "code": "101086248",
      "endDate": "2026-12-31",
      "frameworkProgramme": "HORIZON",
      "funding": {
        "currency": "EUR",
        "germanNetEuContributionCents": "19780000",
        "participantEdgeCount": 3,
        "status": "linked"
      },
      "knowledgeFlow": {
        "citingCountryCount": 55,
        "citingInstitutionCount": 399,
        "distinctCitingWorkCount": 222,
        "firstObservedCitationDate": "2020-10-01",
        "lastObservedCitationDate": "2026-07-27",
        "observedCitationEdgeCount": 246,
        "status": "full_input_observation"
      },
      "research": {
        "citationDataOutputCount": 61,
        "citedOutputCount": 27,
        "firstPublicationDate": "2023-01-01",
        "lastPublicationDate": "2026-05-01",
        "openAccessOutputCount": 50,
        "outputCount": 61,
        "status": "linked",
        "totalCitations": 181,
        "typeCounts": {
          "dataset": 2,
          "other": 9,
          "publication": 48,
          "software": 2
        }
      },
      "startDate": "2023-01-01"
    },
    "description": "Cloud Open Source Research Mobility Network",
    "edgeCount": 15,
    "id": "cordis:101086248",
    "indexable": true,
    "label": "CLOUDSTARS · Cloud Open Source Research Mobility Network",
    "links": [
      {
        "kind": "official_source",
        "label": "CORDIS",
        "url": "https://cordis.europa.eu/project/id/101086248"
      },
      {
        "kind": "local_dossier",
        "label": "KI-Innovationspfad",
        "url": "/tools/ki-innovationspfad/?project=101086248"
      }
    ],
    "slug": "project-cordis-101086248-07021107",
    "sourceRefs": [
      {
        "dataset": "german-ai-innovation-path",
        "field": "cordis_project_id",
        "sourceId": "cordis:101086248",
        "url": "https://cordis.europa.eu/project/id/101086248"
      }
    ],
    "type": "project"
  },
  "fingerprint": "sha256:8984032dda3f4c1ae0cec902c074284133f7737ee2526e02c1dd4027b215cd06",
  "generatedAt": "2026-08-01T09:21:19.131Z",
  "neighbors": [
    {
      "attributes": {
        "aliases": [
          "UNIVERSITAT BAYREUTH"
        ],
        "identifiers": [
          {
            "scheme": "cordis-pic",
            "value": "999849908"
          }
        ],
        "identityBasis": "official_identifier",
        "kind": "organization",
        "lanes": [
          "funding"
        ],
        "roles": [
          "funding_participant"
        ]
      },
      "edgeCount": 5,
      "id": "actor:cordis-pic:999849908",
      "indexable": true,
      "label": "UNIVERSITAT BAYREUTH",
      "links": [
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101086248"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101120262"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101129638"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101168943"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101266061"
        }
      ],
      "slug": "actor-cordis-pic-999849908-edd3e5e9",
      "sourceRefs": [
        {
          "dataset": "german-ai-innovation-path",
          "field": "official_identifier",
          "recordCount": 5,
          "sourceId": "cordis:101086248:participant:999849908",
          "url": "https://cordis.europa.eu/project/id/101086248"
        }
      ],
      "type": "actor"
    },
    {
      "attributes": {
        "aliases": [
          "JULIUS-MAXIMILIANS-UNIVERSITAT WURZBURG"
        ],
        "identifiers": [
          {
            "scheme": "cordis-pic",
            "value": "999853206"
          }
        ],
        "identityBasis": "official_identifier",
        "kind": "organization",
        "lanes": [
          "funding"
        ],
        "roles": [
          "funding_participant"
        ]
      },
      "edgeCount": 6,
      "id": "actor:cordis-pic:999853206",
      "indexable": true,
      "label": "JULIUS-MAXIMILIANS-UNIVERSITAT WURZBURG",
      "links": [
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101007799"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101086248"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101147457"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101156161"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101252715"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/860315"
        }
      ],
      "slug": "actor-cordis-pic-999853206-5af0fc28",
      "sourceRefs": [
        {
          "dataset": "german-ai-innovation-path",
          "field": "official_identifier",
          "recordCount": 6,
          "sourceId": "cordis:101007799:participant:999853206",
          "url": "https://cordis.europa.eu/project/id/101007799"
        }
      ],
      "type": "actor"
    },
    {
      "attributes": {
        "aliases": [
          "TECHNISCHE UNIVERSITAET MUENCHEN"
        ],
        "identifiers": [
          {
            "scheme": "cordis-pic",
            "value": "999977463"
          }
        ],
        "identityBasis": "official_identifier",
        "kind": "organization",
        "lanes": [
          "funding"
        ],
        "roles": [
          "funding_participant"
        ]
      },
      "edgeCount": 68,
      "id": "actor:cordis-pic:999977463",
      "indexable": true,
      "label": "TECHNISCHE UNIVERSITAET MUENCHEN",
      "links": [
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101000165"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101025848"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101057332"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101057730"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101070405"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101070596"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101072634"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101073486"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101077049"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101077842"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101086248"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101086487"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101091374"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101096329"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101096658"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101107885"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101118521"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101120014"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101120466"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101130495"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101130544"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101135775"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101137311"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101165643"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101169429"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101169473"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101169519"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101170267"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101204414"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101207193"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101219789"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101227009"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101229798"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101248563"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101287214"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101293266"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/101296624"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/637014"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/637472"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/642108"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/642685"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/649323"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/659265"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/676434"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/690425"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/721766"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/724100"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/732410"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/732737"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/741941"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/754316"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/766264"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/768575"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/785907"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/797323"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/801426"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/813533"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/825619"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/826060"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/833742"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/838342"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/863850"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/892919"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/893369"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/945358"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/956201"
        },
        {
          "kind": "evidence_source",
          "label": "german-ai-innovation-path",
          "url": "https://cordis.europa.eu/project/id/957467"
        }
      ],
      "slug": "actor-cordis-pic-999977463-44750d59",
      "sourceRefs": [
        {
          "dataset": "german-ai-innovation-path",
          "field": "official_identifier",
          "recordCount": 67,
          "sourceId": "cordis:101000165:participant:999977463",
          "url": "https://cordis.europa.eu/project/id/101000165"
        }
      ],
      "type": "actor"
    },
    {
      "attributes": {
        "citationCount": 12,
        "isOpenAccess": true,
        "openAireId": "doi_dedup___::09fc33d406d2c0ccaaa70990b9ddf6ab",
        "outputType": "publication",
        "persistentIdentifiers": [
          {
            "scheme": "doi",
            "value": "10.1038/s41598-025-04524-0"
          },
          {
            "scheme": "pmc",
            "value": "PMC12134185"
          },
          {
            "scheme": "pmid",
            "value": "40461712"
          }
        ],
        "publicationDate": "2025-06-03"
      },
      "edgeCount": 1,
      "id": "output:295d8342a40624968cb050b2",
      "indexable": true,
      "label": "Artificial intelligence for streamflow prediction in river basins: a use case in Mar Menor",
      "links": [
        {
          "kind": "official_source",
          "label": "OpenAIRE",
          "url": "https://api.openaire.eu/graph/v3/research-products/doi_dedup___%3A%3A09fc33d406d2c0ccaaa70990b9ddf6ab"
        },
        {
          "kind": "persistent_identifier",
          "label": "DOI 10.1038/s41598-025-04524-0",
          "url": "https://doi.org/10.1038/s41598-025-04524-0"
        }
      ],
      "slug": "output-295d8342a40624968cb050b2-f38c763b",
      "sourceRefs": [
        {
          "dataset": "german-ai-research-to-transfer-index",
          "field": "openaire_research_product_id",
          "sourceId": "doi_dedup___::09fc33d406d2c0ccaaa70990b9ddf6ab",
          "url": "https://api.openaire.eu/graph/v3/research-products/doi_dedup___%3A%3A09fc33d406d2c0ccaaa70990b9ddf6ab"
        }
      ],
      "type": "output"
    },
    {
      "attributes": {
        "citationCount": 1,
        "isOpenAccess": true,
        "openAireId": "doi_dedup___::d8d227a2b3255d489562828fd226dadf",
        "outputType": "publication",
        "persistentIdentifiers": [
          {
            "scheme": "doi",
            "value": "10.1109/dcoss-iot65416.2025.00100"
          },
          {
            "scheme": "handle",
            "value": "2117/441245"
          }
        ],
        "publicationDate": "2025-06-09"
      },
      "edgeCount": 1,
      "id": "output:2ce9350f35b0672a85422219",
      "indexable": true,
      "label": "A Reliability Score for Video-Analytics Edge-IoT Devices in Urban Environments",
      "links": [
        {
          "kind": "official_source",
          "label": "OpenAIRE",
          "url": "https://api.openaire.eu/graph/v3/research-products/doi_dedup___%3A%3Ad8d227a2b3255d489562828fd226dadf"
        },
        {
          "kind": "persistent_identifier",
          "label": "DOI 10.1109/dcoss-iot65416.2025.00100",
          "url": "https://doi.org/10.1109/dcoss-iot65416.2025.00100"
        }
      ],
      "slug": "output-2ce9350f35b0672a85422219-5df31bc2",
      "sourceRefs": [
        {
          "dataset": "german-ai-research-to-transfer-index",
          "field": "openaire_research_product_id",
          "sourceId": "doi_dedup___::d8d227a2b3255d489562828fd226dadf",
          "url": "https://api.openaire.eu/graph/v3/research-products/doi_dedup___%3A%3Ad8d227a2b3255d489562828fd226dadf"
        }
      ],
      "type": "output"
    },
    {
      "attributes": {
        "citationCount": 0,
        "isOpenAccess": true,
        "openAireId": "doi_dedup___::07c02ee5e41c93b83582c72851544cf9",
        "outputType": "publication",
        "persistentIdentifiers": [
          {
            "scheme": "doi",
            "value": "10.1145/3773274.3774275"
          },
          {
            "scheme": "handle",
            "value": "1854/LU-01KBZ7W2CQKY5MWT3NBV0K97CP"
          },
          {
            "scheme": "handle",
            "value": "2117/450055"
          }
        ],
        "publicationDate": "2025-12-01"
      },
      "edgeCount": 1,
      "id": "output:40cbbec3df68284bd268be30",
      "indexable": true,
      "label": "GreenWise: Intelligent Application Migration for Containerized Machine Learning Services in the Computing Continuum",
      "links": [
        {
          "kind": "official_source",
          "label": "OpenAIRE",
          "url": "https://api.openaire.eu/graph/v3/research-products/doi_dedup___%3A%3A07c02ee5e41c93b83582c72851544cf9"
        },
        {
          "kind": "persistent_identifier",
          "label": "DOI 10.1145/3773274.3774275",
          "url": "https://doi.org/10.1145/3773274.3774275"
        }
      ],
      "slug": "output-40cbbec3df68284bd268be30-578d2987",
      "sourceRefs": [
        {
          "dataset": "german-ai-research-to-transfer-index",
          "field": "openaire_research_product_id",
          "sourceId": "doi_dedup___::07c02ee5e41c93b83582c72851544cf9",
          "url": "https://api.openaire.eu/graph/v3/research-products/doi_dedup___%3A%3A07c02ee5e41c93b83582c72851544cf9"
        }
      ],
      "type": "output"
    },
    {
      "attributes": {
        "citationCount": 1,
        "isOpenAccess": true,
        "openAireId": "doi_dedup___::9c9a1f10d006742c6c3345fc03407a27",
        "outputType": "publication",
        "persistentIdentifiers": [
          {
            "scheme": "arXiv",
            "value": "2503.08311"
          },
          {
            "scheme": "doi",
            "value": "10.1109/cloud67622.2025.00036"
          },
          {
            "scheme": "doi",
            "value": "10.48550/arxiv.2503.08311"
          },
          {
            "scheme": "handle",
            "value": "2117/441242"
          }
        ],
        "publicationDate": "2025-07-07"
      },
      "edgeCount": 1,
      "id": "output:45ddd13995cda360dbb05d08",
      "indexable": true,
      "label": "Mind the Memory Gap: Unveiling GPU Bottlenecks in Large-Batch LLM Inference",
      "links": [
        {
          "kind": "official_source",
          "label": "OpenAIRE",
          "url": "https://api.openaire.eu/graph/v3/research-products/doi_dedup___%3A%3A9c9a1f10d006742c6c3345fc03407a27"
        },
        {
          "kind": "persistent_identifier",
          "label": "DOI 10.1109/cloud67622.2025.00036",
          "url": "https://doi.org/10.1109/cloud67622.2025.00036"
        },
        {
          "kind": "persistent_identifier",
          "label": "DOI 10.48550/arxiv.2503.08311",
          "url": "https://doi.org/10.48550/arxiv.2503.08311"
        }
      ],
      "slug": "output-45ddd13995cda360dbb05d08-220f3119",
      "sourceRefs": [
        {
          "dataset": "german-ai-research-to-transfer-index",
          "field": "openaire_research_product_id",
          "sourceId": "doi_dedup___::9c9a1f10d006742c6c3345fc03407a27",
          "url": "https://api.openaire.eu/graph/v3/research-products/doi_dedup___%3A%3A9c9a1f10d006742c6c3345fc03407a27"
        }
      ],
      "type": "output"
    },
    {
      "attributes": {
        "citationCount": 0,
        "isOpenAccess": true,
        "openAireId": "doi_dedup___::cb0c7765b0c14a8afba550a2f049faba",
        "outputType": "publication",
        "persistentIdentifiers": [
          {
            "scheme": "doi",
            "value": "10.1109/cloud67622.2025.00057"
          },
          {
            "scheme": "doi",
            "value": "10.5281/zenodo.17701351"
          },
          {
            "scheme": "doi",
            "value": "10.5281/zenodo.17701352"
          }
        ],
        "publicationDate": "2025-07-07"
      },
      "edgeCount": 1,
      "id": "output:8a576c20e9e98fc5effb6ce6",
      "indexable": true,
      "label": "Serverless Data Analytics (Finally) Bridging the Gap: Introducing the Ortzi DataFrame",
      "links": [
        {
          "kind": "official_source",
          "label": "OpenAIRE",
          "url": "https://api.openaire.eu/graph/v3/research-products/doi_dedup___%3A%3Acb0c7765b0c14a8afba550a2f049faba"
        },
        {
          "kind": "persistent_identifier",
          "label": "DOI 10.1109/cloud67622.2025.00057",
          "url": "https://doi.org/10.1109/cloud67622.2025.00057"
        },
        {
          "kind": "persistent_identifier",
          "label": "DOI 10.5281/zenodo.17701351",
          "url": "https://doi.org/10.5281/zenodo.17701351"
        },
        {
          "kind": "persistent_identifier",
          "label": "DOI 10.5281/zenodo.17701352",
          "url": "https://doi.org/10.5281/zenodo.17701352"
        }
      ],
      "slug": "output-8a576c20e9e98fc5effb6ce6-f5952c9c",
      "sourceRefs": [
        {
          "dataset": "german-ai-research-to-transfer-index",
          "field": "openaire_research_product_id",
          "sourceId": "doi_dedup___::cb0c7765b0c14a8afba550a2f049faba",
          "url": "https://api.openaire.eu/graph/v3/research-products/doi_dedup___%3A%3Acb0c7765b0c14a8afba550a2f049faba"
        }
      ],
      "type": "output"
    },
    {
      "attributes": {
        "citationCount": 0,
        "isOpenAccess": true,
        "openAireId": "doi_dedup___::2bca311118eedf9cbee8dbb1d795b689",
        "outputType": "software",
        "persistentIdentifiers": [
          {
            "scheme": "doi",
            "value": "10.5281/zenodo.18262422"
          },
          {
            "scheme": "doi",
            "value": "10.5281/zenodo.18262423"
          }
        ],
        "publicationDate": "2026-01-15"
      },
      "edgeCount": 1,
      "id": "output:9d9f3a62f6b396e4792977de",
      "indexable": true,
      "label": "Online and Interactive Bayesian Inference Debugging",
      "links": [
        {
          "kind": "official_source",
          "label": "OpenAIRE",
          "url": "https://api.openaire.eu/graph/v3/research-products/doi_dedup___%3A%3A2bca311118eedf9cbee8dbb1d795b689"
        },
        {
          "kind": "persistent_identifier",
          "label": "DOI 10.5281/zenodo.18262422",
          "url": "https://doi.org/10.5281/zenodo.18262422"
        },
        {
          "kind": "persistent_identifier",
          "label": "DOI 10.5281/zenodo.18262423",
          "url": "https://doi.org/10.5281/zenodo.18262423"
        }
      ],
      "slug": "output-9d9f3a62f6b396e4792977de-81e3f12f",
      "sourceRefs": [
        {
          "dataset": "german-ai-research-to-transfer-index",
          "field": "openaire_research_product_id",
          "sourceId": "doi_dedup___::2bca311118eedf9cbee8dbb1d795b689",
          "url": "https://api.openaire.eu/graph/v3/research-products/doi_dedup___%3A%3A2bca311118eedf9cbee8dbb1d795b689"
        }
      ],
      "type": "output"
    },
    {
      "attributes": {
        "citationCount": 1,
        "isOpenAccess": true,
        "openAireId": "doi_dedup___::8fa04450370536136b27370335d080d2",
        "outputType": "publication",
        "persistentIdentifiers": [
          {
            "scheme": "doi",
            "value": "10.1016/j.future.2025.107833"
          },
          {
            "scheme": "handle",
            "value": "2117/428450"
          }
        ],
        "publicationDate": "2025-09-01"
      },
      "edgeCount": 1,
      "id": "output:a1fee1a5e32a0fd28e8c96e9",
      "indexable": true,
      "label": "Enhancing the output of time series forecasting algorithms for cloud resource provisioning",
      "links": [
        {
          "kind": "official_source",
          "label": "OpenAIRE",
          "url": "https://api.openaire.eu/graph/v3/research-products/doi_dedup___%3A%3A8fa04450370536136b27370335d080d2"
        },
        {
          "kind": "persistent_identifier",
          "label": "DOI 10.1016/j.future.2025.107833",
          "url": "https://doi.org/10.1016/j.future.2025.107833"
        }
      ],
      "slug": "output-a1fee1a5e32a0fd28e8c96e9-a420181f",
      "sourceRefs": [
        {
          "dataset": "german-ai-research-to-transfer-index",
          "field": "openaire_research_product_id",
          "sourceId": "doi_dedup___::8fa04450370536136b27370335d080d2",
          "url": "https://api.openaire.eu/graph/v3/research-products/doi_dedup___%3A%3A8fa04450370536136b27370335d080d2"
        }
      ],
      "type": "output"
    },
    {
      "attributes": {
        "citationCount": 0,
        "isOpenAccess": true,
        "openAireId": "doi_dedup___::d1e4ef1c7f8ce64fdc65e1481b9237c3",
        "outputType": "publication",
        "persistentIdentifiers": [
          {
            "scheme": "arXiv",
            "value": "2410.16258"
          },
          {
            "scheme": "doi",
            "value": "10.1038/s42005-025-02472-9"
          },
          {
            "scheme": "doi",
            "value": "10.48550/arxiv.2410.16258"
          }
        ],
        "publicationDate": "2026-01-07"
      },
      "edgeCount": 1,
      "id": "output:a755c2f461d9a1ad74e617b4",
      "indexable": true,
      "label": "The microscale organization of directed hypergraphs",
      "links": [
        {
          "kind": "official_source",
          "label": "OpenAIRE",
          "url": "https://api.openaire.eu/graph/v3/research-products/doi_dedup___%3A%3Ad1e4ef1c7f8ce64fdc65e1481b9237c3"
        },
        {
          "kind": "persistent_identifier",
          "label": "DOI 10.1038/s42005-025-02472-9",
          "url": "https://doi.org/10.1038/s42005-025-02472-9"
        },
        {
          "kind": "persistent_identifier",
          "label": "DOI 10.48550/arxiv.2410.16258",
          "url": "https://doi.org/10.48550/arxiv.2410.16258"
        }
      ],
      "slug": "output-a755c2f461d9a1ad74e617b4-5ad4accb",
      "sourceRefs": [
        {
          "dataset": "german-ai-research-to-transfer-index",
          "field": "openaire_research_product_id",
          "sourceId": "doi_dedup___::d1e4ef1c7f8ce64fdc65e1481b9237c3",
          "url": "https://api.openaire.eu/graph/v3/research-products/doi_dedup___%3A%3Ad1e4ef1c7f8ce64fdc65e1481b9237c3"
        }
      ],
      "type": "output"
    },
    {
      "attributes": {
        "citationCount": 0,
        "isOpenAccess": true,
        "openAireId": "doi_dedup___::862e1fb817f4ad798498d42509d47090",
        "outputType": "publication",
        "persistentIdentifiers": [
          {
            "scheme": "doi",
            "value": "10.1109/cloud67622.2025.00017"
          },
          {
            "scheme": "handle",
            "value": "2117/441243"
          }
        ],
        "publicationDate": "2025-07-07"
      },
      "edgeCount": 1,
      "id": "output:aef48939ccdeb1617a93087d",
      "indexable": true,
      "label": "Dynamic In-node Group-Aware Scheduling for Multi-Tenant Machine Learning Services on Kubernetes",
      "links": [
        {
          "kind": "official_source",
          "label": "OpenAIRE",
          "url": "https://api.openaire.eu/graph/v3/research-products/doi_dedup___%3A%3A862e1fb817f4ad798498d42509d47090"
        },
        {
          "kind": "persistent_identifier",
          "label": "DOI 10.1109/cloud67622.2025.00017",
          "url": "https://doi.org/10.1109/cloud67622.2025.00017"
        }
      ],
      "slug": "output-aef48939ccdeb1617a93087d-dd7a7173",
      "sourceRefs": [
        {
          "dataset": "german-ai-research-to-transfer-index",
          "field": "openaire_research_product_id",
          "sourceId": "doi_dedup___::862e1fb817f4ad798498d42509d47090",
          "url": "https://api.openaire.eu/graph/v3/research-products/doi_dedup___%3A%3A862e1fb817f4ad798498d42509d47090"
        }
      ],
      "type": "output"
    },
    {
      "attributes": {
        "citationCount": 12,
        "isOpenAccess": true,
        "openAireId": "doi_dedup___::92aa1500fe96c38db7a3c195bc82f0ad",
        "outputType": "publication",
        "persistentIdentifiers": [
          {
            "scheme": "arXiv",
            "value": "2506.07838"
          },
          {
            "scheme": "doi",
            "value": "10.1016/j.future.2025.107974"
          },
          {
            "scheme": "doi",
            "value": "10.48550/arxiv.2506.07838"
          },
          {
            "scheme": "handle",
            "value": "2318/2084119"
          }
        ],
        "publicationDate": "2026-01-01"
      },
      "edgeCount": 1,
      "id": "output:c5b7f97bfc9eb20000f9f270",
      "indexable": true,
      "label": "A terminology for scientific workflow systems",
      "links": [
        {
          "kind": "official_source",
          "label": "OpenAIRE",
          "url": "https://api.openaire.eu/graph/v3/research-products/doi_dedup___%3A%3A92aa1500fe96c38db7a3c195bc82f0ad"
        },
        {
          "kind": "persistent_identifier",
          "label": "DOI 10.1016/j.future.2025.107974",
          "url": "https://doi.org/10.1016/j.future.2025.107974"
        },
        {
          "kind": "persistent_identifier",
          "label": "DOI 10.48550/arxiv.2506.07838",
          "url": "https://doi.org/10.48550/arxiv.2506.07838"
        }
      ],
      "slug": "output-c5b7f97bfc9eb20000f9f270-4b6d6792",
      "sourceRefs": [
        {
          "dataset": "german-ai-research-to-transfer-index",
          "field": "openaire_research_product_id",
          "sourceId": "doi_dedup___::92aa1500fe96c38db7a3c195bc82f0ad",
          "url": "https://api.openaire.eu/graph/v3/research-products/doi_dedup___%3A%3A92aa1500fe96c38db7a3c195bc82f0ad"
        }
      ],
      "type": "output"
    },
    {
      "attributes": {
        "citationCount": 2,
        "isOpenAccess": true,
        "openAireId": "doi_dedup___::0cdf800e9610d504a727b9dc7c858ff1",
        "outputType": "publication",
        "persistentIdentifiers": [
          {
            "scheme": "arXiv",
            "value": "2409.10134"
          },
          {
            "scheme": "doi",
            "value": "10.1016/j.future.2025.108265"
          },
          {
            "scheme": "doi",
            "value": "10.48550/arxiv.2409.10134"
          }
        ],
        "publicationDate": "2026-05-01"
      },
      "edgeCount": 1,
      "id": "output:d6d2a5319c3480920171bb39",
      "indexable": true,
      "label": "Advancing towards a marine digital twin platform: Modeling the mar menor coastal lagoon ecosystem in the south western Mediterranean",
      "links": [
        {
          "kind": "official_source",
          "label": "OpenAIRE",
          "url": "https://api.openaire.eu/graph/v3/research-products/doi_dedup___%3A%3A0cdf800e9610d504a727b9dc7c858ff1"
        },
        {
          "kind": "persistent_identifier",
          "label": "DOI 10.1016/j.future.2025.108265",
          "url": "https://doi.org/10.1016/j.future.2025.108265"
        },
        {
          "kind": "persistent_identifier",
          "label": "DOI 10.48550/arxiv.2409.10134",
          "url": "https://doi.org/10.48550/arxiv.2409.10134"
        }
      ],
      "slug": "output-d6d2a5319c3480920171bb39-99e13c8c",
      "sourceRefs": [
        {
          "dataset": "german-ai-research-to-transfer-index",
          "field": "openaire_research_product_id",
          "sourceId": "doi_dedup___::0cdf800e9610d504a727b9dc7c858ff1",
          "url": "https://api.openaire.eu/graph/v3/research-products/doi_dedup___%3A%3A0cdf800e9610d504a727b9dc7c858ff1"
        }
      ],
      "type": "output"
    },
    {
      "attributes": {
        "citationCount": 0,
        "isOpenAccess": true,
        "openAireId": "doi_dedup___::4e1f94d5f928507a44e1ff564d4f8687",
        "outputType": "publication",
        "persistentIdentifiers": [
          {
            "scheme": "doi",
            "value": "10.1007/978-981-95-5012-8_21"
          },
          {
            "scheme": "doi",
            "value": "10.5281/zenodo.17701733"
          },
          {
            "scheme": "doi",
            "value": "10.5281/zenodo.17701734"
          }
        ],
        "publicationDate": "2026-01-01"
      },
      "edgeCount": 1,
      "id": "output:fcd343e170ad6818a92ec382",
      "indexable": true,
      "label": "Quantifying Serverless Elasticity: The gumeter Benchmark Suite",
      "links": [
        {
          "kind": "official_source",
          "label": "OpenAIRE",
          "url": "https://api.openaire.eu/graph/v3/research-products/doi_dedup___%3A%3A4e1f94d5f928507a44e1ff564d4f8687"
        },
        {
          "kind": "persistent_identifier",
          "label": "DOI 10.1007/978-981-95-5012-8_21",
          "url": "https://doi.org/10.1007/978-981-95-5012-8_21"
        },
        {
          "kind": "persistent_identifier",
          "label": "DOI 10.5281/zenodo.17701733",
          "url": "https://doi.org/10.5281/zenodo.17701733"
        },
        {
          "kind": "persistent_identifier",
          "label": "DOI 10.5281/zenodo.17701734",
          "url": "https://doi.org/10.5281/zenodo.17701734"
        }
      ],
      "slug": "output-fcd343e170ad6818a92ec382-4f17a0b7",
      "sourceRefs": [
        {
          "dataset": "german-ai-research-to-transfer-index",
          "field": "openaire_research_product_id",
          "sourceId": "doi_dedup___::4e1f94d5f928507a44e1ff564d4f8687",
          "url": "https://api.openaire.eu/graph/v3/research-products/doi_dedup___%3A%3A4e1f94d5f928507a44e1ff564d4f8687"
        }
      ],
      "type": "output"
    }
  ],
  "schemaVersion": "ki-evidenznetz.entity.v1"
}