Abstract: The high dimensionality of time-series data presents challenges for direct mining, including time and computational resource costs. In this study, a novel data representation method for time ...
Abstract: This article proposes a machine-learning (ML) method to accelerate atomic-level device simulation. The main idea is to utilize graph convolutional network (GCN) to predict the potential ...