Our simulations show the effect of spatial correlation in grain size on drying patterns and the consequent drying rates. Here we show a comparison between samples with low (left) and high (right) spatial correlation, highlighting the more preferential invasion patterns observed for correlated samples. This preferential invasion preserves liquid connectivity to the sample surface (top) and maintains higher drying rates.