II.
LibraryProcess overview
Reference · livelib-process:mathematics--benchmark-validation
benchmark-validation overview
Validate mathematical software implementations against standard benchmark problems and analytical solutions.
Attributes
displayName
benchmark-validation
description
Validate mathematical software implementations against standard benchmark problems
and analytical solutions.
libraryPath
library/specializations/domains/science/mathematics/benchmark-validation.js
specialization
mathematics
references
- - NIST Digital Library of Mathematical Functions - DETEST ODE benchmark suite - LINPACK benchmark - LAPACK test suite
example
const result = await orchestrate('specializations/domains/science/mathematics/benchmark-validation', {
implementation: { name: 'my-ode-solver', language: 'python', entry: 'solver.solve' },
benchmarkSuite: 'DETEST',
analyticalSolutions: [{ problem: 'exp-decay', solution: 'y = exp(-t)' }],
tolerances: { relative: 1e-6, absolute: 1e-10 }
});
usesAgents
- numerical-analyst
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-engineer·RoleResearch Engineer
- role:computational-scientist·RoleComputational Scientist
lib_requires_skill_area3
- skill-area:statistical-analysis·SkillAreaStatistical Analysis
- skill-area:mathematical-reasoning·SkillAreaMathematical Reasoning
- skill-area:data-analysis·SkillAreaData Analysis
uses_agent1
- lib-agent:mathematics--numerical-analyst·LibraryAgentnumerical-analyst
Incoming edges
None.