2 papers
cond-mat.mtrl-sci2024
Superionic Ionic Conductor Discovery via Multiscale Topological Learning
Dong Chen, Bingxu Wang, Shunning Li +5
Lithium superionic conductors (LSICs) are crucial for next-generation solid-state batteries, offering exceptional ionic conductivity and enhanced safety for renewable energy and el…
physics.comp-ph2022
RLEKF: An Optimizer for Deep Potential with Ab Initio Accuracy
Siyu Hu, Wentao Zhang, Qiuchen Sha +5
It is imperative to accelerate the training of neural network force field such as Deep Potential, which usually requires thousands of images based on first-principles calculation a…