In , the problem of the stability of iron-based magnetic fluids have been addressed. The researchers studied the oxidation process, a process that "depends on the materials that make the nanoparticles, the diffusion of oxygen atoms from the environment to the magnetic nanoparticles, which mainly depends on the viscosity of the solution and the surfactant that coats the nanoparticles".