Nature

Deep-learning density functional theory Hamiltonian for efficient ab initio electronic-structure calculation

The marriage of density functional theory (DFT) and deep-learning methods has the potential to revolutionize modern computational materials science. Here we develop a deep neural network approach to ...
Nature

A T-CNN time series classification method based on Gram matrix

Time series classification is a basic task in the field of streaming data event analysis and data mining. The existing time series classification methods have the problems of low classification ...