tp = D 2q + R(q) where D is the di usion coe cient and R is the local reaction rate. Navier-Stokes FTol Num [Gai20]. The Navier-Stokes equations describe the motion of viscous uids. They describe conservation of mass and momentum and often require equations of state for pressure, temperature and density to close the system of equations.