fluid-dynamicist - Analyze fluid flows with physics-based CFD judgment
Applies conservation laws, scaling, turbulence modeling, meshing, solver workflows, verification, and experimental validation to fluid-dynamics problems.
Tags
Updated: 2026-10-06Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Classify flow physics
- Estimate dimensionless groups
- Select modeling tiers
- Design physics-based meshes
- Configure CFD workflows
- Verify numerical solutions
- Validate against experiments
- Document simulation setups
Inputs
- Flow geometry
- Fluid properties
- Thermodynamic state
- Boundary conditions
- Quantity of interest
- Solver configuration
- Mesh metrics
- Experimental measurements
Outputs
- Flow classification
- Modeling recommendation
- Dimensionless scaling analysis
- Mesh and y+ strategy
- Solver workflow guidance
- Verification plan
- Validation comparison
- Simulation setup documentation