iiRecord
Agentic AI Atlas · Computational Experiment Validation
workflow:computational-experiment-validationa5c.ai
II.
Workflow JSON

workflow:computational-experiment-validation

Structured · live

Computational Experiment Validation json

Inspect the normalized record payload exactly as the atlas UI reads it.

File · workflows/workflows/workflows-physics.yamlCluster · workflows
Record JSON
{
  "id": "workflow:computational-experiment-validation",
  "_kind": "Workflow",
  "_file": "workflows/workflows/workflows-physics.yaml",
  "_cluster": "workflows",
  "attributes": {
    "displayName": "Computational Experiment Validation",
    "workflowKind": "governance",
    "triggerType": "event-driven",
    "typicalCadence": "per-experiment",
    "complexity": "single-team",
    "description": "Validates computational physics experiments for reproducibility and\ncorrectness -- verifying numerical method convergence (mesh/timestep\nindependence), checking conservation law satisfaction, comparing\nagainst analytical solutions or benchmark datasets, auditing random\nnumber generator seeding strategy, confirming parallel decomposition\ndoes not introduce non-determinism, and archiving environment\nsnapshots for long-term reproducibility. Excludes experiment design.\n"
  },
  "outgoingEdges": [
    {
      "from": "workflow:computational-experiment-validation",
      "to": "role:data-scientist",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:computational-experiment-validation",
      "to": "role:principal-engineer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:computational-experiment-validation",
      "to": "role:test-writer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:computational-experiment-validation",
      "to": "skill-area:python-data-pipelines",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:computational-experiment-validation",
      "to": "skill-area:eval-driven-development",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:computational-experiment-validation",
      "to": "domain:physics",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:computational-experiment-validation",
      "to": "domain:scientific-computing",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:computational-experiment-validation",
      "to": "responsibility:data-quality-monitoring",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:computational-experiment-validation",
      "to": "responsibility:review-architecture-changes",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:computational-experiment-validation",
      "to": "org-unit:research-engineering",
      "kind": "performed_by_org_unit",
      "attributes": {}
    },
    {
      "from": "workflow:computational-experiment-validation",
      "to": "org-unit:ml-team",
      "kind": "performed_by_org_unit",
      "attributes": {}
    }
  ],
  "incomingEdges": []
}