A practical path from physics to recommendation.

Define the engineering question

Confirm the metric, geometry scope, operating condition, and decision target.

Prepare CAD and assumptions

Clean geometry, define assumptions, select physics, and prepare simulation-ready inputs.

Run baseline simulation

Establish the reference result and identify dominant flow or thermal behavior.

Compare design variants

Evaluate design changes against consistent metrics and boundary conditions.

Extract metrics and risks

Rank key variables, uncertainty sources, and design-risk regions.

Deliver recommendations

Package evidence, metrics, visuals, and next-step design guidance.