iiRecord
Agentic AI Atlas · Material Characterization Pipeline
workflow:material-characterization-pipelinea5c.ai
II.
Workflow JSON

workflow:material-characterization-pipeline

Structured · live

Material Characterization Pipeline json

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

File · workflows/workflows/workflows-materials.yamlCluster · workflows
Record JSON
{
  "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": []
}