II.
LibraryProcess overview
Reference · livelib-process:nanotechnology--statistical-particle-size-analysis
statistical-particle-size-analysis overview
Statistical Particle Size Distribution Analysis - Perform statistically rigorous particle size and morphology analysis from microscopy images including automated image segmentation, distribution fitting, outlier detection, confidence interval calculation, and comparison against target specifications with iterative sampling until statistical significance is achieved.
Attributes
displayName
statistical-particle-size-analysis
description
Statistical Particle Size Distribution Analysis - Perform statistically rigorous particle size
and morphology analysis from microscopy images including automated image segmentation, distribution fitting,
outlier detection, confidence interval calculation, and comparison against target specifications with
iterative sampling until statistical significance is achieved.
libraryPath
library/specializations/domains/science/nanotechnology/statistical-particle-size-analysis.js
specialization
nanotechnology
references
- - Dynamic Light Scattering for Nanoparticle Sizing: https://www.malvernpanalytical.com/en/products/technology/light-scattering/dynamic-light-scattering - ImageJ/Fiji: https://imagej.net/software/fiji/ - ASTM E2456: Standard Terminology Relating to Nanotechnology: https://www.astm.org/e2456-06r20.html
example
const result = await orchestrate('specializations/domains/science/nanotechnology/statistical-particle-size-analysis', {
imageData: { source: 'TEM', imageCount: 50, resolution: '0.5nm/pixel' },
targetSpecifications: { meanSize: 15, tolerance: 2, maxPDI: 0.2 },
statisticalRequirements: { minParticleCount: 300, confidenceLevel: 0.95 }
});
usesAgents
- image-analyst
- image-processing-specialist
- image-processor
- morphometry-specialist
- data-analyst
- statistician
- distribution-analyst
- outlier-analyst
- morphology-expert
- quality-analyst
- technical-writer
Outgoing edges
lib_applies_to_domain1
- domain:nanotechnology·DomainNanotechnology
lib_belongs_to_specialization1
- specialization:nanotechnology·SpecializationNanotechnology
lib_implements_workflow1
- workflow:experiment-design·WorkflowExperiment Design
lib_involves_role1
- role:research-engineer·RoleResearch Engineer
lib_requires_skill_area3
- skill-area:mathematical-reasoning·SkillAreaMathematical Reasoning
- skill-area:physics-simulation·SkillAreaPhysics Simulation
- skill-area:data-analysis·SkillAreaData Analysis
uses_agent1
- lib-agent:meta--technical-writer·LibraryAgenttechnical-writer
Incoming edges
None.