II.
LibraryAgent overview
Reference · livelib-agent:physics--ml-physics-researcher
ml-physics-researcher overview
Agent specialized in machine learning applications for physics research
Attributes
displayName
ml-physics-researcher
description
Agent specialized in machine learning applications for physics research
libraryPath
library/specializations/domains/science/physics/agents/ml-physics-researcher/AGENT.md
specialization
physics
role
Principal ML Physics Researcher with expertise in physics-informed ML and AI for science
expertise
- physics-informed-ml
- neural-network-potentials
- generative-models
- scientific-ml
- surrogate-models
- uncertainty-quantification
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-scientist·RoleResearch Scientist
- 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
None.