{
  "id": "lib-process:scientific-discovery--model-based-simulation-reasoning",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "model-based-simulation-reasoning",
    "description": "Model-Based Simulation Reasoning Process - Run internal models to predict\nscenario consequences through mental simulation, forward projection, and what-if analysis.",
    "libraryPath": "library/specializations/domains/science/scientific-discovery/model-based-simulation-reasoning.js",
    "specialization": "scientific-discovery",
    "references": [
      "- Forbus (1984). Qualitative Process Theory\n- Kuipers (1994). Qualitative Reasoning: Modeling and Simulation with Incomplete Knowledge\n- Gentner & Stevens (1983). Mental Models\n- Johnson-Laird (1983). Mental Models"
    ],
    "example": "const result = await orchestrate('specializations/domains/science/scientific-discovery/model-based-simulation-reasoning', {\n  domain: 'Climate Science',\n  model: { type: 'system-dynamics', components: [...], equations: [...] },\n  scenario: { intervention: 'carbon_tax', magnitude: 50, startYear: 2025 },\n  simulationGoal: 'Predict temperature trajectory under carbon tax policy'\n});",
    "usesAgents": [
      "hypothesis-generator"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:scientific-discovery--model-based-simulation-reasoning",
      "to": "skill-area:data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--model-based-simulation-reasoning",
      "to": "skill-area:statistical-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:scientific-discovery--model-based-simulation-reasoning",
      "to": "skill-area:deep-web-research",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:scientific-discovery--model-based-simulation-reasoning",
      "to": "domain:scientific-discovery",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--model-based-simulation-reasoning",
      "to": "role:research-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--model-based-simulation-reasoning",
      "to": "role:computational-scientist",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:scientific-discovery--model-based-simulation-reasoning",
      "to": "workflow:experiment-design",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--model-based-simulation-reasoning",
      "to": "workflow:peer-review-cycle",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:scientific-discovery--model-based-simulation-reasoning",
      "to": "specialization:scientific-research-methods",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--model-based-simulation-reasoning",
      "to": "specialization:scientific-discovery",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    }
  ],
  "incomingEdges": []
}