Low-rank approximation of Moment Tensor Potential enables reducing training set size without loss of accuracy

Anna Bondarenko, Nikita Rybin, Maxim Rakhuba +1

In this study, we implement a low-rank approximation of Moment Tensor Potential (MTP) based on the tensor train (TT) decomposition. The implemented tensor-factorized MTP (TFMTP) an…