II.
LibraryProcess overview
Reference · livelib-process:mathematics--model-formulation-workflow
model-formulation-workflow overview
Systematic workflow for developing mathematical models from real-world systems. Includes dimensional analysis, assumption documentation, and derivation of governing equations.
Attributes
displayName
model-formulation-workflow
description
Systematic workflow for developing mathematical models from real-world systems.
Includes dimensional analysis, assumption documentation, and derivation of governing equations.
libraryPath
library/specializations/domains/science/mathematics/model-formulation-workflow.js
specialization
mathematics
references
- - Lin & Segel, Mathematics Applied to Deterministic Problems in Natural Sciences - Edelstein-Keshet, Mathematical Models in Biology - Fowler, Mathematical Models in the Applied Sciences - Gershenfeld, The Nature of Mathematical Modeling
example
const result = await orchestrate('specializations/domains/science/mathematics/model-formulation-workflow', {
systemDescription: 'Population dynamics of predator-prey interaction in closed ecosystem',
modelingGoal: 'Predict population oscillations and steady states',
knownPhysics: ['conservation of biomass', 'carrying capacity limits'],
observations: { preyGrowthRate: 0.5, predationRate: 0.02 }
});
usesAgents
- applied-mathematician
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
Incoming edges
None.