Dethinning extensive air shower simulations

► A technique for restoring information lost to thinning in extensive air shower simulations is described. ► Validation of this technique is accomplished by comparison to full, non-thinned simulations. ► This technique makes it computationally feasible to do complete simulations of cosmic ray surface array data sets.