“…Such patchiness is generally undesirable since it significantly increases surface roughness, especially for initially smooth surfaces [11,12,13,14,15,1,16,17,18,19] and consequently leads to higher asperity stresses with the associated risk of surface damage. AW additives have been observed to cause an increase in coe cient of friction in mixed lubrication regime [5,20,17,16]. This was initially thought to be related to increased surface roughness and tribofilm directionality [5,17], although more detailed studies performed by Spikes and Taylor [16,21] suggest that e↵ects other than surface roughness may also play a role in the mechanism through which ZDDP increases the coe cient of friction.…”