Boyu Liu

activity

20222025

most citedGeneral time-reversal equivariant neural network potential for magnetic materials

12 citations · 12 across the 3 of their papers we have counts for

collaborators

3 papers

cond-mat.mtrl-sci2025

Multiferroic VHfO $_{4}$ with Strain-Tunable Magnetism

Qisheng Yu, Tianyuan Zhu, Boyu Liu +2

The coexistence of ferroelectricity and magnetism in a single-phase oxide is rare because the electronic requirements for these two orders are often incompatible. Here, using first…

cond-mat.str-el2024

Strength of Kitaev Interaction in Na $_{3}$ Co $_{2}$ SbO $_{6}$ and Na $_{3}$ Ni $_{2}$ BiO $_{6}$

Zefeng Chen, Binhua Zhang, Weiqin Zhu +5

Kitaev spin liquid is proposed to be promisingly realized in low spin-orbit coupling $3 d$ systems, represented by Na $_{3}$ Co $_{2}$ SbO $_{6}$ and Na $_{3}$ Ni $_{2}$ BiO $_{6}$ . However, the existenc…

cond-mat.mtrl-sci2022★ 12 cited

General time-reversal equivariant neural network potential for magnetic materials

Hongyu Yu, Boyu Liu, Yang Zhong +5

This study introduces time-reversal E(3)-equivariant neural network and SpinGNN++ framework for constructing a comprehensive interatomic potential for magnetic systems, encompassin…

Multiferroic VHfO4​ with Strain-Tunable Magnetism

Strength of Kitaev Interaction in Na3​Co2​SbO6​ and Na3​Ni2​BiO6​

General time-reversal equivariant neural network potential for magnetic materials

Multiferroic VHfO $_{4}$ with Strain-Tunable Magnetism

Strength of Kitaev Interaction in Na $_{3}$ Co $_{2}$ SbO $_{6}$ and Na $_{3}$ Ni $_{2}$ BiO $_{6}$