where, F w,j denotes the force on the atom with index j predicted by the model w. This metric measures the maximal standard deviation in force predictions obtained through an ensemble of models. Here, we use an ensemble of 4 models differing in the seed value used to initialize the weights of the neural nets. This uncertainty quantification approach underpins our active learning protocol.