Atomistic simulations using ab initio density functional theory and machine-learned potentials have been employed to map the structural. thermodynamic. and kinetic properties of the T-WOx system (x = 0 to 3). The simulations reveal that the T permeability is low in WO2. https://www.getpureroutine.com/