For vape and atomizer devices, CFD can evaluate air path restrictions, draw resistance trends, flow distribution near the heating zone and condensation risk indicators. A representative workflow starts with CAD cleanup, inlet and outlet definition, operating condition selection, mesh refinement and design comparison. Results should be treated as engineering evidence, not a replacement for all physical testing.