{
  "id": "lib-process:materials-science--uncertainty-quantification",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "uncertainty-quantification",
    "description": "Comprehensive uncertainty quantification for materials data including\nmeasurement uncertainty, material variability, model uncertainty, and propagation analysis",
    "libraryPath": "library/specializations/domains/science/materials-science/uncertainty-quantification.js",
    "specialization": "materials-science",
    "example": "{\n  \"dataSource\": \"experimental\",\n  \"propertyType\": \"tensile-strength\",\n  \"measurementMethod\": \"ASTM E8\",\n  \"sampleSize\": 30,\n  \"materialVariability\": \"heat-to-heat\",\n  \"statisticalBasis\": \"B-basis\",\n  \"confidenceLevel\": 0.95\n}",
    "usesAgents": [
      "uncertainty-source-analyst",
      "measurement-uncertainty-analyst",
      "material-variability-analyst",
      "model-uncertainty-analyst",
      "uncertainty-budget-developer",
      "allowables-calculation-specialist",
      "uncertainty-propagation-specialist",
      "sensitivity-analysis-specialist",
      "uncertainty-documentation-specialist"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:materials-science--uncertainty-quantification",
      "to": "skill-area:data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:materials-science--uncertainty-quantification",
      "to": "skill-area:statistical-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:materials-science--uncertainty-quantification",
      "to": "skill-area:mathematical-reasoning",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:materials-science--uncertainty-quantification",
      "to": "domain:materials-science",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:materials-science--uncertainty-quantification",
      "to": "role:research-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:materials-science--uncertainty-quantification",
      "to": "workflow:experiment-design",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:materials-science--uncertainty-quantification",
      "to": "specialization:materials-science",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    }
  ],
  "incomingEdges": []
}