II.
Workflow JSON
Structured · liveworkflow:computational-experiment-validation
Computational Experiment Validation json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"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": []
}