44 citations · 156 across the 13 of their papers we have counts for
3 papers · 1 filter
Modeling intercalation chemistry with multi-redox reactions by sparse lattice models in disordered rocksalt cathodes
Peichen Zhong, Fengyu Xie, Luis Barroso-Luque +2
Modern battery materials can contain many elements with substantial site disorder, and their configurational state has been shown to be critical for their performance. The intercal…
Deep learning of experimental electrochemistry for battery cathodes across diverse compositions
Peichen Zhong, Bowen Deng, Tanjin He +2
Artificial intelligence (AI) has emerged as a tool for discovering and optimizing novel battery materials. However, the adoption of AI in battery cathode representation and discove…
CHGNet: Pretrained universal neural network potential for charge-informed atomistic modeling
Bowen Deng, Peichen Zhong, KyuJung Jun +4
The simulation of large-scale systems with complex electron interactions remains one of the greatest challenges for the atomistic modeling of materials. Although classical force fi…