no code implementations • 24 Jun 2021 • Chenru Duan, Shuxin Chen, Michael G. Taylor, Fang Liu, Heather J. Kulik
Computational virtual high-throughput screening (VHTS) with density functional theory (DFT) and machine-learning (ML)-acceleration is essential in rapid materials discovery.
no code implementations • 19 Feb 2020 • Tong Wu, Yuan Xie, Yanyun Qu, Bicheng Dai, Shuxin Chen
MSN can fast generate the weights of fusion layers through a simple meta-learner, requiring only a few training samples and epochs to converge.