II.
LibrarySkill overview
Reference · livelib-skill:mathematics--polynomial-chaos-expansion
polynomial-chaos-expansion overview
Polynomial chaos for uncertainty propagation
Attributes
displayName
polynomial-chaos-expansion
description
Polynomial chaos for uncertainty propagation
libraryPath
library/specializations/domains/science/mathematics/skills/polynomial-chaos-expansion/SKILL.md
specialization
mathematics
contentSummary
# Polynomial Chaos Expansion
## Purpose
Provides polynomial chaos expansion methods for efficient uncertainty propagation in computational models.
## Capabilities
- Generalized polynomial chaos bases
- Sparse PCE construction
- Adaptive basis selection
- PCE-based sensitivity indices
Outgoing edges
lib_applies_to_domain1
- domain:mathematics·DomainMathematics
lib_belongs_to_specialization2
- specialization:computational-mathematics·SpecializationComputational Mathematics
- specialization:mathematics·SpecializationMathematics
lib_implements_workflow1
- workflow:experiment-design·WorkflowExperiment Design
lib_involves_role2
- role:research-scientist·RoleResearch Scientist
- role:data-scientist·RoleData Scientist
lib_requires_skill_area3
- skill-area:statistical-analysis·SkillAreaStatistical Analysis
- skill-area:mathematical-reasoning·SkillAreaMathematical Reasoning
- skill-area:data-analysis·SkillAreaData Analysis
Incoming edges
None.