{
  "id": "lib-process:nanotechnology--statistical-particle-size-analysis",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "statistical-particle-size-analysis",
    "description": "Statistical Particle Size Distribution Analysis - Perform statistically rigorous particle size\nand morphology analysis from microscopy images including automated image segmentation, distribution fitting,\noutlier detection, confidence interval calculation, and comparison against target specifications with\niterative sampling until statistical significance is achieved.",
    "libraryPath": "library/specializations/domains/science/nanotechnology/statistical-particle-size-analysis.js",
    "specialization": "nanotechnology",
    "references": [
      "- Dynamic Light Scattering for Nanoparticle Sizing: https://www.malvernpanalytical.com/en/products/technology/light-scattering/dynamic-light-scattering\n- ImageJ/Fiji: https://imagej.net/software/fiji/\n- ASTM E2456: Standard Terminology Relating to Nanotechnology: https://www.astm.org/e2456-06r20.html"
    ],
    "example": "const result = await orchestrate('specializations/domains/science/nanotechnology/statistical-particle-size-analysis', {\n  imageData: { source: 'TEM', imageCount: 50, resolution: '0.5nm/pixel' },\n  targetSpecifications: { meanSize: 15, tolerance: 2, maxPDI: 0.2 },\n  statisticalRequirements: { minParticleCount: 300, confidenceLevel: 0.95 }\n});",
    "usesAgents": [
      "image-analyst",
      "image-processing-specialist",
      "image-processor",
      "morphometry-specialist",
      "data-analyst",
      "statistician",
      "distribution-analyst",
      "outlier-analyst",
      "morphology-expert",
      "quality-analyst",
      "technical-writer"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:nanotechnology--statistical-particle-size-analysis",
      "to": "skill-area:mathematical-reasoning",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:nanotechnology--statistical-particle-size-analysis",
      "to": "skill-area:physics-simulation",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:nanotechnology--statistical-particle-size-analysis",
      "to": "skill-area:data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:nanotechnology--statistical-particle-size-analysis",
      "to": "domain:nanotechnology",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:nanotechnology--statistical-particle-size-analysis",
      "to": "role:research-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:nanotechnology--statistical-particle-size-analysis",
      "to": "workflow:experiment-design",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:nanotechnology--statistical-particle-size-analysis",
      "to": "specialization:nanotechnology",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:nanotechnology--statistical-particle-size-analysis",
      "to": "lib-agent:meta--technical-writer",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ],
  "incomingEdges": []
}