II.
Specialization JSON
Structured · livespecialization:materials-science
Materials Science json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "specialization:materials-science",
"_kind": "Specialization",
"_file": "domain/specializations/specializations-library-match.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Materials Science",
"description": "Material characterization, composites design, and advanced materials research.\nCovers structure-property relationships, materials processing, failure\nanalysis, and computational materials modeling.\n"
},
"outgoingEdges": [
{
"from": "specialization:materials-science",
"to": "domain:materials-science",
"kind": "specializes"
}
],
"incomingEdges": [
{
"from": "domain:additive-manufacturing-3d-printing",
"to": "specialization:materials-science",
"kind": "contains"
},
{
"from": "domain:materials-science",
"to": "specialization:materials-science",
"kind": "contains"
},
{
"from": "skill-area:data-science-experimentation",
"to": "specialization:materials-science",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "lib-agent:materials-science--ceramicist",
"to": "specialization:materials-science",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:materials-science--polymer-scientist",
"to": "specialization:materials-science",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:materials-science--additive-manufacturing",
"to": "specialization:materials-science",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:materials-science--calphad-modeling",
"to": "specialization:materials-science",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:materials-science--composite-design",
"to": "specialization:materials-science",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:materials-science--corrosion-assessment",
"to": "specialization:materials-science",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:materials-science--creep-testing",
"to": "specialization:materials-science",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:materials-science--dft-calculation",
"to": "specialization:materials-science",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:materials-science--electron-microscopy",
"to": "specialization:materials-science",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:materials-science--failure-analysis",
"to": "specialization:materials-science",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:materials-science--fatigue-fracture-analysis",
"to": "specialization:materials-science",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:materials-science--heat-treatment-optimization",
"to": "specialization:materials-science",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:materials-science--high-throughput-screening",
"to": "specialization:materials-science",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:materials-science--materials-database",
"to": "specialization:materials-science",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:materials-science--materials-selection",
"to": "specialization:materials-science",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:materials-science--materials-specification",
"to": "specialization:materials-science",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:materials-science--mechanical-testing",
"to": "specialization:materials-science",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:materials-science--ml-property-prediction",
"to": "specialization:materials-science",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:materials-science--molecular-dynamics",
"to": "specialization:materials-science",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:materials-science--ndt-protocol",
"to": "specialization:materials-science",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:materials-science--powder-processing",
"to": "specialization:materials-science",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:materials-science--spectroscopic-analysis",
"to": "specialization:materials-science",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:materials-science--thermal-analysis",
"to": "specialization:materials-science",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:materials-science--thin-film-deposition",
"to": "specialization:materials-science",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:materials-science--uncertainty-quantification",
"to": "specialization:materials-science",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:materials-science--xrd-analysis",
"to": "specialization:materials-science",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:materials-science--crystallography-analysis",
"to": "specialization:materials-science",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:materials-science--metallurgical-analysis",
"to": "specialization:materials-science",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:materials-science--polymer-characterization",
"to": "specialization:materials-science",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:materials-science--surface-analysis",
"to": "specialization:materials-science",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-skill:materials-science--thermal-analysis",
"to": "specialization:materials-science",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "page:library-materials-science",
"to": "specialization:materials-science",
"kind": "documents"
}
]
}