II.
LibraryAgent overview
Reference · livelib-agent:physics--physics-ml-developer
physics-ml-developer overview
Agent specialized in machine learning applications to physics problems
Attributes
displayName
physics-ml-developer
description
Agent specialized in machine learning applications to physics problems
libraryPath
library/specializations/domains/science/physics/agents/physics-ml-developer/AGENT.md
specialization
physics
role
Data Analysis Agent
expertise
- ML problem formulation
- Physics datasets
- Model training and validation
- Physical interpretation
- ML systematics
Outgoing edges
lib_applies_to_domain1
- domain:physics·DomainPhysics
lib_belongs_to_specialization1
- specialization:physics·SpecializationPhysics
lib_implements_workflow2
- workflow:experiment-design·WorkflowExperiment Design
- workflow:peer-review-cycle·WorkflowPeer Review Cycle
lib_involves_role2
- role:research-engineer·RoleResearch Engineer
- role:ml-engineer·RoleMachine Learning Engineer
lib_requires_skill_area3
- skill-area:machine-learning-frameworks·SkillAreaMachine Learning Frameworks
- skill-area:physics-simulation·SkillAreaPhysics Simulation
- skill-area:statistical-analysis·SkillAreaStatistical Analysis
Incoming edges
uses_agent1
- lib-process:physics--machine-learning-for-physics·LibraryProcessmachine-learning-for-physics