{
  "id": "lib-process:mathematics--model-formulation-workflow",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "model-formulation-workflow",
    "description": "Systematic workflow for developing mathematical models from real-world systems.\nIncludes dimensional analysis, assumption documentation, and derivation of governing equations.",
    "libraryPath": "library/specializations/domains/science/mathematics/model-formulation-workflow.js",
    "specialization": "mathematics",
    "references": [
      "- Lin & Segel, Mathematics Applied to Deterministic Problems in Natural Sciences\n- Edelstein-Keshet, Mathematical Models in Biology\n- Fowler, Mathematical Models in the Applied Sciences\n- Gershenfeld, The Nature of Mathematical Modeling"
    ],
    "example": "const result = await orchestrate('specializations/domains/science/mathematics/model-formulation-workflow', {\n  systemDescription: 'Population dynamics of predator-prey interaction in closed ecosystem',\n  modelingGoal: 'Predict population oscillations and steady states',\n  knownPhysics: ['conservation of biomass', 'carrying capacity limits'],\n  observations: { preyGrowthRate: 0.5, predationRate: 0.02 }\n});",
    "usesAgents": [
      "applied-mathematician"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:mathematics--model-formulation-workflow",
      "to": "skill-area:statistical-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:mathematics--model-formulation-workflow",
      "to": "skill-area:mathematical-reasoning",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:mathematics--model-formulation-workflow",
      "to": "skill-area:data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:mathematics--model-formulation-workflow",
      "to": "domain:mathematics",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:mathematics--model-formulation-workflow",
      "to": "role:research-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:mathematics--model-formulation-workflow",
      "to": "role:computational-scientist",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:mathematics--model-formulation-workflow",
      "to": "workflow:experiment-design",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:mathematics--model-formulation-workflow",
      "to": "specialization:computational-mathematics",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:mathematics--model-formulation-workflow",
      "to": "specialization:mathematics",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    }
  ],
  "incomingEdges": []
}