{
  "id": "lib-process:nanotechnology--multi-modal-characterization",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "multi-modal-characterization",
    "description": "Multi-Modal Nanomaterial Characterization Pipeline - Execute comprehensive characterization workflows\ncombining electron microscopy (TEM/SEM), spectroscopy (XPS, Raman, UV-Vis), particle sizing (DLS),\nand thermal analysis with automated data collection, cross-validation between methods, and quality gates\nfor measurement uncertainty.",
    "libraryPath": "library/specializations/domains/science/nanotechnology/multi-modal-characterization.js",
    "specialization": "nanotechnology",
    "references": [
      "- Electron Microscopy of Nanomaterials: https://www.sciencedirect.com/topics/materials-science/transmission-electron-microscopy\n- Scanning Probe Microscopy for Nanoscience: https://www.nature.com/articles/nnano.2007.300\n- X-ray Techniques for Nanomaterial Characterization: https://www.sciencedirect.com/topics/engineering/x-ray-diffraction-analysis"
    ],
    "example": "const result = await orchestrate('specializations/domains/science/nanotechnology/multi-modal-characterization', {\n  nanomaterial: { type: 'gold-nanoparticles', expectedSize: 15, units: 'nm' },\n  characterizationGoals: ['size-distribution', 'surface-chemistry', 'optical-properties'],\n  samplePreparation: { dispersionMedium: 'water', concentration: '1mg/mL' }\n});",
    "usesAgents": [
      "characterization-scientist",
      "sample-preparation-specialist",
      "electron-microscopist",
      "spectroscopist",
      "particle-sizing-expert",
      "thermal-analyst",
      "surface-scientist",
      "data-validation-scientist",
      "metrologist",
      "technical-writer"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:nanotechnology--multi-modal-characterization",
      "to": "skill-area:mathematical-reasoning",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:nanotechnology--multi-modal-characterization",
      "to": "skill-area:physics-simulation",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
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      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:nanotechnology--multi-modal-characterization",
      "to": "domain:nanotechnology",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:nanotechnology--multi-modal-characterization",
      "to": "role:research-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:nanotechnology--multi-modal-characterization",
      "to": "workflow:experiment-design",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:nanotechnology--multi-modal-characterization",
      "to": "specialization:nanotechnology",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:nanotechnology--multi-modal-characterization",
      "to": "lib-agent:meta--technical-writer",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ],
  "incomingEdges": []
}