II.
Workflow JSON
Structured · liveworkflow:material-characterization-pipeline
Material Characterization Pipeline json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "workflow:material-characterization-pipeline",
"_kind": "Workflow",
"_file": "workflows/workflows/workflows-materials.yaml",
"_cluster": "workflows",
"attributes": {
"displayName": "Material Characterization Pipeline",
"workflowKind": "operational",
"triggerType": "event-driven",
"typicalCadence": "per-sample-batch",
"complexity": "single-team",
"description": "Processes material characterization data through automated pipelines\n-- ingesting XRD, SEM/TEM, DSC/TGA, and tensile test outputs,\napplying peak-fitting and phase identification algorithms,\ncross-referencing against ICDD/PDF databases, computing derived\nproperties (Young's modulus, glass transition), and generating\nstandardized material property cards for the materials database.\nExcludes sample preparation.\n"
},
"outgoingEdges": [
{
"from": "workflow:material-characterization-pipeline",
"to": "role:data-scientist",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:material-characterization-pipeline",
"to": "role:ml-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:material-characterization-pipeline",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:material-characterization-pipeline",
"to": "skill-area:python-data-pipelines",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:material-characterization-pipeline",
"to": "skill-area:ml-fine-tuning",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:material-characterization-pipeline",
"to": "domain:materials-science",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:material-characterization-pipeline",
"to": "domain:scientific-computing",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:material-characterization-pipeline",
"to": "responsibility:data-quality-monitoring",
"kind": "triggers_responsibility",
"attributes": {}
},
{
"from": "workflow:material-characterization-pipeline",
"to": "org-unit:research-engineering",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:material-characterization-pipeline",
"to": "org-unit:data-team",
"kind": "performed_by_org_unit",
"attributes": {}
}
],
"incomingEdges": []
}