II.
LibraryProcess overview
Reference · livelib-process:materials-science--uncertainty-quantification
uncertainty-quantification overview
Comprehensive uncertainty quantification for materials data including measurement uncertainty, material variability, model uncertainty, and propagation analysis
Attributes
displayName
uncertainty-quantification
description
Comprehensive uncertainty quantification for materials data including
measurement uncertainty, material variability, model uncertainty, and propagation analysis
libraryPath
library/specializations/domains/science/materials-science/uncertainty-quantification.js
specialization
materials-science
example
{
"dataSource": "experimental",
"propertyType": "tensile-strength",
"measurementMethod": "ASTM E8",
"sampleSize": 30,
"materialVariability": "heat-to-heat",
"statisticalBasis": "B-basis",
"confidenceLevel": 0.95
}
usesAgents
- uncertainty-source-analyst
- measurement-uncertainty-analyst
- material-variability-analyst
- model-uncertainty-analyst
- uncertainty-budget-developer
- allowables-calculation-specialist
- uncertainty-propagation-specialist
- sensitivity-analysis-specialist
- uncertainty-documentation-specialist
Outgoing edges
lib_applies_to_domain1
- domain:materials-science·DomainMaterials Science
lib_belongs_to_specialization1
- specialization:materials-science·SpecializationMaterials Science
lib_implements_workflow1
- workflow:experiment-design·WorkflowExperiment Design
lib_involves_role1
- role:research-engineer·RoleResearch Engineer
lib_requires_skill_area3
- skill-area:data-analysis·SkillAreaData Analysis
- skill-area:statistical-analysis·SkillAreaStatistical Analysis
- skill-area:mathematical-reasoning·SkillAreaMathematical Reasoning
Incoming edges
None.