II.
Specialization JSON
Structured · livespecialization:physics
Physics json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "specialization:physics",
"_kind": "Specialization",
"_file": "domain/specializations/specializations-library-match.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Physics",
"description": "Computational physics, simulation, and experimental data analysis workflows.\nCovers numerical methods, particle physics, condensed matter, and astrophysics\nresearch tooling and scientific computing practices.\n"
},
"outgoingEdges": [
{
"from": "specialization:physics",
"to": "domain:physics",
"kind": "specializes"
}
],
"incomingEdges": [
{
"from": "domain:photonics",
"to": "specialization:physics",
"kind": "contains"
},
{
"from": "domain:astronomy",
"to": "specialization:physics",
"kind": "contains"
},
{
"from": "domain:physics",
"to": "specialization:physics",
"kind": "contains"
},
{
"from": "skill-area:mathematical-reasoning",
"to": "specialization:physics",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "lib-agent:physics--accelerator-physicist",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--astrophysicist",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--atomic-physicist",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--blinded-analysis-coordinator",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--bsm-search-analyst",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--computational-physicist",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--condensed-matter-theorist",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--control-systems-engineer",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--cosmologist",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--cosmology-data-analyst",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--daq-engineer",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--data-scientist",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--detector-calibrator",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--detector-physicist",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--dft-specialist",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--event-reconstructor",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--experiment-designer",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--experimental-coordinator",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--hep-experimentalist",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--hep-phenomenologist",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--hpc-workflow-engineer",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--instrument-engineer",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--materials-scientist",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--materials-synthesizer",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--mc-generator-specialist",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--md-simulation-specialist",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--ml-physics-researcher",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--monte-carlo-specialist",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--nuclear-physicist",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--outreach-specialist",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--perturbation-theory-analyst",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--phase-transition-investigator",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--photonics-specialist",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--physics-ml-developer",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--physics-paper-writer",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--plasma-physicist",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--publication-coordinator",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--qft-calculator",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--quantum-matter-physicist",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--research-data-manager",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--safety-coordinator",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--scientific-computing-specialist",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--spectroscopy-analyst",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--statistical-analyst",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--systematic-uncertainty-analyst",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--theoretical-model-developer",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--theoretical-physicist",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:physics--uncertainty-propagator",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:physics--beyond-standard-model-search",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:physics--blinded-analysis-protocol",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:physics--data-acquisition-system-development",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:physics--density-functional-theory-calculations",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:physics--detector-calibration-characterization",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:physics--event-reconstruction",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:physics--experiment-design-planning",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
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"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:physics--machine-learning-for-physics",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
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}
},
{
"from": "lib-process:physics--material-synthesis-characterization",
"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
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"to": "specialization:physics",
"kind": "lib_belongs_to_specialization",
"attributes": {
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}
},
{
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"kind": "lib_belongs_to_specialization",
"attributes": {
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}
},
{
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"kind": "lib_belongs_to_specialization",
"attributes": {
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{
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"attributes": {
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{
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"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
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"kind": "lib_belongs_to_specialization",
"attributes": {
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}
},
{
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"kind": "lib_belongs_to_specialization",
"attributes": {
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}
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{
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{
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"attributes": {
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{
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"kind": "lib_belongs_to_specialization",
"attributes": {
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{
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"kind": "lib_belongs_to_specialization",
"attributes": {
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{
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"kind": "lib_belongs_to_specialization",
"attributes": {
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{
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"kind": "lib_belongs_to_specialization",
"attributes": {
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},
{
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"kind": "lib_belongs_to_specialization",
"attributes": {
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},
{
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"kind": "lib_belongs_to_specialization",
"attributes": {
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{
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"kind": "lib_belongs_to_specialization",
"attributes": {
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{
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{
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"attributes": {
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
"from": "page:library-physics",
"to": "specialization:physics",
"kind": "documents"
}
]
}