{
  "id": "lib-process:nanotechnology--multiscale-modeling",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "multiscale-modeling",
    "description": "Multiscale Modeling Integration - Integrate computational models across length scales\n(quantum, atomistic, mesoscale, continuum) for comprehensive nanomaterial behavior prediction\nincluding parameter passing between scales, uncertainty quantification, and validation against\nscale-appropriate experiments.",
    "libraryPath": "library/specializations/domains/science/nanotechnology/multiscale-modeling.js",
    "specialization": "nanotechnology",
    "references": [
      "- COMSOL Multiphysics: https://www.comsol.com/\n- Materials Studio: https://www.3ds.com/products-services/biovia/products/molecular-modeling-simulation/biovia-materials-studio/\n- NanoHUB: https://nanohub.org/"
    ],
    "example": "const result = await orchestrate('specializations/domains/science/nanotechnology/multiscale-modeling', {\n  material: { type: 'nanocomposite', matrix: 'polymer', filler: 'graphene', loading: 5 },\n  targetPhenomenon: { property: 'mechanical-response', conditions: 'tensile-loading' },\n  scaleRange: { from: 'quantum', to: 'continuum' },\n  couplingStrategy: 'sequential'\n});",
    "usesAgents": [
      "multiscale-architect",
      "quantum-specialist",
      "atomistic-specialist",
      "mesoscale-specialist",
      "continuum-specialist",
      "bridging-specialist",
      "calculation-executor",
      "upscaling-specialist",
      "uncertainty-specialist",
      "validation-specialist",
      "experimental-validator",
      "integration-specialist",
      "technical-writer"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:nanotechnology--multiscale-modeling",
      "to": "skill-area:mathematical-reasoning",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:nanotechnology--multiscale-modeling",
      "to": "skill-area:physics-simulation",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:nanotechnology--multiscale-modeling",
      "to": "skill-area:data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:nanotechnology--multiscale-modeling",
      "to": "domain:nanotechnology",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:nanotechnology--multiscale-modeling",
      "to": "role:research-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:nanotechnology--multiscale-modeling",
      "to": "workflow:experiment-design",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:nanotechnology--multiscale-modeling",
      "to": "specialization:nanotechnology",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:nanotechnology--multiscale-modeling",
      "to": "lib-agent:meta--technical-writer",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ],
  "incomingEdges": []
}