II.
LibraryProcess overview
Reference · livelib-process:scientific-discovery--model-based-simulation-reasoning
model-based-simulation-reasoning overview
Model-Based Simulation Reasoning Process - Run internal models to predict scenario consequences through mental simulation, forward projection, and what-if analysis.
Attributes
displayName
model-based-simulation-reasoning
description
Model-Based Simulation Reasoning Process - Run internal models to predict
scenario consequences through mental simulation, forward projection, and what-if analysis.
libraryPath
library/specializations/domains/science/scientific-discovery/model-based-simulation-reasoning.js
specialization
scientific-discovery
references
- - Forbus (1984). Qualitative Process Theory - Kuipers (1994). Qualitative Reasoning: Modeling and Simulation with Incomplete Knowledge - Gentner & Stevens (1983). Mental Models - Johnson-Laird (1983). Mental Models
example
const result = await orchestrate('specializations/domains/science/scientific-discovery/model-based-simulation-reasoning', {
domain: 'Climate Science',
model: { type: 'system-dynamics', components: [...], equations: [...] },
scenario: { intervention: 'carbon_tax', magnitude: 50, startYear: 2025 },
simulationGoal: 'Predict temperature trajectory under carbon tax policy'
});
usesAgents
- hypothesis-generator
Outgoing edges
lib_applies_to_domain1
- domain:scientific-discovery·DomainScientific Discovery
lib_belongs_to_specialization2
- specialization:scientific-research-methods·SpecializationScientific Research Methods
- specialization:scientific-discovery·SpecializationScientific Discovery
lib_implements_workflow2
- workflow:experiment-design·WorkflowExperiment Design
- workflow:peer-review-cycle·WorkflowPeer Review Cycle
lib_involves_role2
- role:research-engineer·RoleResearch Engineer
- role:computational-scientist·RoleComputational Scientist
lib_requires_skill_area3
- skill-area:data-analysis·SkillAreaData Analysis
- skill-area:statistical-analysis·SkillAreaStatistical Analysis
- skill-area:deep-web-research·SkillAreaDeep Web Research
Incoming edges
None.