{
  "id": "workflow:simulation-validation-cycle",
  "_kind": "Workflow",
  "_file": "domain/workflows/workflows-technical-depth.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Simulation Validation Cycle",
    "description": "Iterative workflow for validating robotic or physical system controllers in simulation\nbefore deployment to hardware. The research engineer configures the simulation\nenvironment with accurate physics parameters, sensor models, and disturbance profiles.\nA battery of scenario tests exercises nominal operation, edge cases, and failure\nrecovery paths, measuring whether system behaviour meets safety and performance\nspecifications. Discrepancies between simulated and expected behaviour are investigated\nand fed back into controller tuning or model correction until the system passes all\nvalidation scenarios.\n",
    "workflowKind": "development",
    "triggerType": "on-demand",
    "typicalCadence": "per-milestone",
    "complexity": "complex"
  },
  "outgoingEdges": [
    {
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      "to": "role:research-engineer",
      "kind": "involves_role"
    },
    {
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      "to": "role:embedded-engineer",
      "kind": "involves_role"
    },
    {
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      "to": "role:qa-engineer",
      "kind": "involves_role"
    },
    {
      "from": "workflow:simulation-validation-cycle",
      "to": "domain:robotics",
      "kind": "applies_to_domain"
    }
  ],
  "incomingEdges": [
    {
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      "to": "workflow:simulation-validation-cycle",
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      "attributes": {
        "weight": 1
      }
    },
    {
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      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:aerospace-engineering--propulsion-system-testing",
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      "attributes": {
        "weight": 1
      }
    },
    {
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      "attributes": {
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      }
    },
    {
      "from": "lib-process:aerospace-engineering--wind-tunnel-test-correlation",
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      "attributes": {
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      }
    },
    {
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      }
    },
    {
      "from": "lib-process:automotive-engineering--simulation-virtual-validation",
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      "attributes": {
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    },
    {
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    },
    {
      "from": "lib-process:automotive-engineering--vehicle-level-validation",
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    },
    {
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    },
    {
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    },
    {
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    },
    {
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    },
    {
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    },
    {
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    },
    {
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    },
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    {
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    {
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    {
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}