II.
LibraryProcess overview
Reference · livelib-process:mathematics--mathematical-literature-review
mathematical-literature-review overview
Conduct systematic literature review for mathematical research. Searches arXiv, MathSciNet, and other databases to identify relevant prior work and open problems.
Attributes
displayName
mathematical-literature-review
description
Conduct systematic literature review for mathematical research. Searches arXiv, MathSciNet,
and other databases to identify relevant prior work and open problems.
libraryPath
library/specializations/domains/science/mathematics/mathematical-literature-review.js
specialization
mathematics
references
- - arXiv: https://arxiv.org/ - MathSciNet: https://mathscinet.ams.org/ - zbMATH: https://zbmath.org/ - Google Scholar: https://scholar.google.com/
example
const result = await orchestrate('specializations/domains/science/mathematics/mathematical-literature-review', {
researchTopic: 'Stability analysis of neural network optimization algorithms',
searchScope: 'convergence proofs and rate bounds',
dateRange: { start: 2019, end: 2024 },
databases: ['arXiv', 'MathSciNet', 'SIAM']
});
usesAgents
- literature-reviewer
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--literature-reviewer·LibraryAgentliterature-reviewer
Incoming edges
None.