Active dark flows known as recurring slope lineae have been observed on the warmest slopes of equatorial Mars. The morphology, composition and seasonality of the lineae suggest a role of liquid water in their formation. However, internal and atmospheric sources of water appear to be insufficient to sustain the observed slope activity. Experimental evidence suggests that under the low atmospheric pressure at the surface of Mars, gas can flow upwards through porous Martian soil due to thermal creep under surface regions heated by the sun and disturb small particles. Here we present numerical simulations to demonstrate that such a dry process involving the pumping of rarefied gas in the Martian soil due to temperature contrasts can explain the formation of the recurring slope lineae. In our simulations, solar irradiation followed by shadow significantly reduces the angle of repose due to the resulting temporary temperature gradients over shaded terrain and leads to flow at intermediate slope angles. The simulated flow locations are consistent with observed recurring slope lineae that initiate in rough and bouldered terrain with local shadows over the soil. We suggest that this dry avalanche process can explain the formation of the recurring slope lineae on Mars without requiring liquid water or CO2 frost activity.Dark flow type RSL occurs in the warmest areas of Mars, during the warm season [1,2]. The activity of RSL seems to be linked with solar irradiance. In the ∼11°S latitude of Melas Chasma, the activity is observed mainly around Ls = 90°(Southern hemisphere Winter solstice) at a slope oriented toward North and around Ls = 270°(Southern hemisphere Summer solstice) at a slope oriented toward South [2]. This slope dependent seasonal activity is also confirmed 1