Neural Network Matrix Product Operator: A Multi-Dimensionally Integrable Machine Learning Potential

Kentaro Hino, Yuki Kurashige

A neural network-based machine learning potential energy surface (PES) expressed in a matrix product operator (NN-MPO) is proposed. The MPO form enables efficient evaluation of hig…