activity
20232026
most citedDPA-2: a large atomic model as a multi-task learner

132 citations · 197 across the 9 of their papers we have counts for

collaborators

9 papers

cond-mat.mtrl-sci2026

Emergent Interfacial Magnetism in Epitaxial RuO

Yudi Yang, Zhuang Qian, Shi Liu +1

The magnetic ground state of the altermagnet candidate RuO remains controversial, with magnetic signatures observed mainly in epitaxial films. Here we show, using first-princip…

cond-mat.mtrl-sci2026

Revisiting Ferroelectricity Beyond Polar Space Groups

Yudi Yang, Changming Ke, Shi Liu

Ferroelectricity, a hallmark of spontaneous inversion-symmetry breaking, has been a central concept in condensed matter physics and functional materials research, yet recent discov…

cond-mat.mtrl-sci2026

Electrical Regulation of Transverse Spin Currents in Unconventional Magnetic Ferroeletrics

Yudi Yang, Zhuang Qian, Ruichun Xiao +4

We identify hexagonal YMnO as a material realization of the elusive -phase of unconventional magnetism, a noncollinear, noncoplanar antiferromagnetic state defined by intrin…

cond-mat.mtrl-sci2025

Topological Control of Transition Metal Networks for Reversible High-Capacity Li-rich Cathodes

Changming Ke, Yudi Yang, Minjun Wang +2

Developing high-energy-density batteries is essential for advancing sustainable energy technologies. However, leading cathode materials such as Li-rich oxides, including LiMnO$…

cond-mat.mtrl-sci2025★ 23 cited

Fragile Unconventional Magnetism in RuO by Proximity to Landau-Pomeranchuk Instability

Zhuang Qian, Yudi Yang, Shi Liu +1

Altermagnetism has attracted considerable attention for its remarkable combination of spin-polarized band structures and zero net magnetization, making it a promising candidate for…

cond-mat.mtrl-sci2024★ 3 cited

A DFT++ study of pristine and oxygen-deficient HfO with self-consistent Hubbard parameters

Yudi Yang, Wooil Yang, Young-Woo Son +1

HfO-based ferroelectrics have emerged as promising materials for advanced nanoelectronics, with their robust polarization and silicon compatibility making them ideal for high-d…

cond-mat.mtrl-sci2024

Sliding-Reversible Bandgap Modulation in Irreversible Asymmetric Multilayers

Changming Ke, Yudi Yang, Zhuang Qian +1

The electronic bandgap of a material is often fixed after fabrication. The capability to realize on-demand and non-volatile control over the bandgap will unlock exciting opportunit…

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…