502 citations · 620 across the 9 of their papers we have counts for
4 papers · 1 filter
Enhanced Electronic Transport in Disordered Hyperuniform Two-Dimensional Amorphous Silica
Yu Zheng, Lei Liu, Hanqing Nan +8
Disordered hyperuniformity (DHU) is a recently proposed new state of matter, which has been observed in a variety of classical and quantum many-body systems. DHU systems are charac…
First-principles study of the infrared spectrum in liquid water from a systematically improved description of H-bond network
Jianhang Xu, Mohan Chen, Cui Zhang +1
An accurate ab initio theory of the H-bond structure of liquid water requires a high-level exchange correlation approximation from density functional theory. Based on the liquid st…
Warm dense matter simulation via electron temperature dependent deep potential molecular dynamics
Yuzhi Zhang, Chang Gao, Linfeng Zhang +2
Simulating warm dense matter that undergoes a wide range of temperatures and densities is challenging. Predictive theoretical models, such as quantum-mechanics-based first-principl…
Deep neural network for the dielectric response of insulators
Linfeng Zhang, Mohan Chen, Xifan Wu +3
We introduce a deep neural network to model in a symmetry preserving way the environmental dependence of the centers of the electronic charge. The model learns from ab-initio densi…