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Agentic AI Atlas · high-throughput-screening
lib-process:materials-science--high-throughput-screeninga5c.ai
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lib-process:materials-science--high-throughput-screening

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high-throughput-screening overview

High-Throughput Computational Screening - Implement automated screening workflows using Materials Project/AFLOW databases with property filters and stability criteria.

LibraryProcessOutgoing · 10Incoming · 0

Attributes

displayName
high-throughput-screening
description
High-Throughput Computational Screening - Implement automated screening workflows using Materials Project/AFLOW databases with property filters and stability criteria.
libraryPath
library/specializations/domains/science/materials-science/high-throughput-screening.js
specialization
materials-science
references
  • - Materials Project: https://materialsproject.org/ - AFLOW: https://aflow.org/ - atomate: https://atomate.org/ - pymatgen: https://pymatgen.org/
example
const result = await orchestrate('domains/science/materials-science/high-throughput-screening', { targetProperty: 'band-gap', propertyRange: { min: 1.5, max: 2.5 }, chemicalSpace: ['Ti', 'O', 'N'], stabilityThreshold: 0.025 });
usesAgents
  • materials-informatics-specialist
  • database-specialist
  • stability-analyst
  • property-analyst
  • computational-specialist
  • ranking-specialist
  • synthesis-specialist
  • report-generator
  • technical-writer

Outgoing edges

lib_applies_to_domain1
  • domain:materials-science·DomainMaterials Science
lib_belongs_to_specialization1
  • specialization:materials-science·SpecializationMaterials Science
lib_implements_workflow1
  • workflow:experiment-design·WorkflowExperiment Design
lib_involves_role1
  • role:research-engineer·RoleResearch Engineer
lib_requires_skill_area3
  • skill-area:data-analysis·SkillAreaData Analysis
  • skill-area:statistical-analysis·SkillAreaStatistical Analysis
  • skill-area:mathematical-reasoning·SkillAreaMathematical Reasoning
uses_agent3
  • lib-agent:nanotechnology--materials-informatics-specialist·LibraryAgentmaterials-informatics-specialist
  • lib-agent:computer-science--synthesis-specialist·LibraryAgentsynthesis-specialist
  • lib-agent:meta--technical-writer·LibraryAgenttechnical-writer

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