{
  "id": "lib-process:nanotechnology--surface-functionalization",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "surface-functionalization",
    "description": "Nanomaterial Surface Functionalization Pipeline - Orchestrate surface modification workflows\nincluding ligand exchange, bioconjugation, polymer coating, and targeting molecule attachment with\nvalidation of surface chemistry, colloidal stability, and functional group quantification.",
    "libraryPath": "library/specializations/domains/science/nanotechnology/surface-functionalization.js",
    "specialization": "nanotechnology",
    "references": [
      "- Lipid nanoparticles for nucleic acid delivery: https://www.nature.com/articles/nrd.2017.243\n- Self-assembly of nanoparticles: https://www.annualreviews.org/doi/10.1146/annurev-physchem-040214-121118\n- ISO/TR 13014: Nanotechnologies - Guidance on physicochemical characterization: https://www.iso.org/standard/52334.html"
    ],
    "example": "const result = await orchestrate('specializations/domains/science/nanotechnology/surface-functionalization', {\n  nanomaterial: { type: 'gold-nanoparticle', size: 15, currentLigand: 'citrate' },\n  targetFunctionality: 'PEG-antibody-conjugation',\n  functionalizationType: 'bioconjugation',\n  applicationRequirements: { targetAntigen: 'HER2', therapeuticApplication: true }\n});",
    "usesAgents": [
      "surface-chemistry-expert",
      "bioconjugation-specialist",
      "synthesis-chemist",
      "analytical-chemist",
      "colloid-scientist",
      "quantitative-analyst",
      "biologist",
      "technical-writer"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:nanotechnology--surface-functionalization",
      "to": "skill-area:mathematical-reasoning",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:nanotechnology--surface-functionalization",
      "to": "skill-area:physics-simulation",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:nanotechnology--surface-functionalization",
      "to": "skill-area:data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:nanotechnology--surface-functionalization",
      "to": "domain:nanotechnology",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:nanotechnology--surface-functionalization",
      "to": "role:research-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:nanotechnology--surface-functionalization",
      "to": "workflow:experiment-design",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:nanotechnology--surface-functionalization",
      "to": "specialization:nanotechnology",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:nanotechnology--surface-functionalization",
      "to": "lib-agent:meta--technical-writer",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ],
  "incomingEdges": []
}