Chen et al. have concurrently observed that the standard pooling functions (sum, average, maximum) might not accurately describe physical properties that are highly localised and intensive, such as orbital properties, and in particular the HOMO energy . Instead, they discuss the importance of pooling functions that can attribute different weights or 'importance' for a subset of atomic representations. For example, the softmax function softmax(ϵ 1 , ...,