activity
20202024
most citedDPA-2: a large atomic model as a multi-task learner

132 citations · 453 across the 8 of their papers we have counts for

collaborators

8 papers

cond-mat.mtrl-sci2024★ 15 cited

Theoretical lower limit of coercive field in ferroelectric hafnia

Jiyuan Yang, Jing Wu, Jingxuan Li +4

The high coercive field () of hafnia-based ferroelectrics presents a major obstacle to their applications. The ferroelectric switching mechanisms in hafnia that dictate ,…

physics.chem-ph2023★ 132 cited

DPA-2: a large atomic model as a multi-task learner

Duo Zhang, Xinzijian Liu, Xiangyu Zhang +40

The rapid advancements in artificial intelligence (AI) are catalyzing transformative changes in atomic modeling, simulation, and design. AI-driven potential energy models have demo…

cond-mat.mtrl-sci2023★ 39 cited

Universal interatomic potential for perovskite oxides

Jing Wu, Jiyuan Yang, Yuan-Jinsheng Liu +5

With their celebrated structural and chemical flexibility, perovskite oxides have served as a highly adaptable material platform for exploring emergent phenomena arising from the i…

cond-mat.mtrl-sci2023★ 64 cited

Ultrahigh oxygen ion mobility in ferroelectric hafnia

Liyang Ma, Jing Wu, Tianyuan Zhu +3

Ferroelectrics and ionic conductors are important functional materials, each supporting a plethora of applications in information and energy technology. The underlying physics gove…

cond-mat.mtrl-sci2023★ 48 cited

Modular development of deep potential for complex solid solutions

Jing Wu, Jiyuan Yang, Liyang Ma +2

The multicomponent oxide solid solution is a versatile platform to tune the delicate balance between competing spin, charge, orbital, and lattice degrees of freedom for materials d…

cond-mat.mtrl-sci2021★ 1 cited

Accurate force field of two-dimensional ferroelectrics from deep learning

Jing Wu, Liyi Bai, Jiawei Huang +3

The discovery of two-dimensional (2D) ferroelectrics with switchable out-of-plane polarization such as monolayer -InSe offers a new avenue for ultrathin high-density fer…

cond-mat.mtrl-sci2020★ 93 cited

Deep Learning of Accurate Force Field of Ferroelectric HfO

Jing Wu, Yuzhi Zhang, Linfeng Zhang +1

The discovery of ferroelectricity in HfO-based thin films opens up new opportunities for using this silicon-compatible ferroelectric to realize low-power logic circuits and hig…

cond-mat.str-el2020★ 61 cited

T-square resistivity without Umklapp scattering in dilute metallic BiOSe

Jialu Wang, Jing Wu, Tao Wang +7

The electrical resistivity of Fermi liquids (FLs) displays a quadratic temperature () dependence because of electron-electron (e-e) scattering. For such collisions to decay the…