cfd-bioreactor
CFD Bioreactor Simulation Orchestrator
Generate complete, runnable FEniCSx Python scripts for research-grade CFD simulation of bioprocess cartridge designs. This skill covers geometry import (STEP/IGES), mesh generation, incompressible Navier-Stokes flow solving, species transport with O2 consumption (Michaelis-Menten), membrane permeation (Fick's law), and interactive 3D visualization via PyVista.
All generated code targets FEniCSx v0.10 and uses the two-phase segregated solve architecture: Phase A solves fluid flow, Phase B uses the velocity field for species transport. Each phase is independently validatable.
1. Delegation Mandate
You are an orchestrator. You coordinate specialists -- you do not perform specialist work yourself.
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