activity
20212023
most citedSpin-Dependent Graph Neural Network Potential for Magnetic Materials

52 citations · 182 across the 12 of their papers we have counts for

collaborators

12 papers

cond-mat.mtrl-sci2023

Multipiezo effect in altermagnetic V2SeTeO monolayer

Yu Zhu, Taikang Chen, Yongchang Li +5

Inspired by recent theoretical proposal on the interesting piezomagnetism and C-paired valley polarization in V2Se2O monolayer, we predict a stable antiferromagnetic Janus monolaye…

cond-mat.mtrl-sci2023★ 12 cited

Covalency, correlations, and inter-layer interactions governing the magnetic and electronic structure of MnSiTe

Chiara Bigi, Lei Qiao, Chao Liu +16

MnSiTe is a rare example of a layered ferrimagnet. It has recently been shown to host a colossal angular magnetoresistance as the spin orientation is rotated from the i…

cond-mat.mes-hall2022★ 12 cited

Topological Corner States in Graphene by Bulk and Edge Engineering

Junjie Zeng, Chen Chen, Yafei Ren +3

Two-dimensional higher-order topology is usually studied in (nearly) particle-hole symmetric models, so that an edge gap can be opened within the bulk one. But more often deviates…

cond-mat.mtrl-sci2022

How ferroelectric BaTiO can tune a two-dimensional electron gas at the interface of LaInO3 and BaSnO: a first-principles study

Le Fang, Wahib Aggoune, Wei Ren +1

The emerging interest in two-dimensional electron gases (2DEGs), formed at interfaces between two insulating oxide perovskites poses crucial fundamental question in view of future…

physics.comp-ph2022★ 52 cited

Spin-Dependent Graph Neural Network Potential for Magnetic Materials

Hongyu Yu, Yang Zhong, Liangliang Hong +4

The development of machine learning interatomic potentials has immensely contributed to the accuracy of simulations of molecules and crystals. However, creating interatomic potenti…

cond-mat.mtrl-sci2022

Two-dimensional electron gas at LaInO/BaSnO interfaces controlled by a ferroelectric layer

Le Fang, Wahib Aggoune, Wei Ren +1

With the example of LaInO/BaSnO, we demonstrate how both density and distribution of a two-dimensional electron gas (2DEG) formed at the interface between these perovskit…

cond-mat.mtrl-sci2021★ 3 cited

Honeycomb lattice in metal-rich chalcogenide Fe2Te

Jia-Qi Guan, Li Wang, Pengdong Wang +7

Two-dimensional honeycomb crystals have inspired intense research interest for their novel properties and great potential in electronics and optoelectronics. Here, through molecula…

cond-mat.str-el2021★ 1 cited

Giant shifts of crystal-field excitations in ErFeO3 driven by internal magnetic fields

Joel O'Brien, Guochu Deng, Xiaoxuan Ma +6

Due to the complex interactions between rare-earth elements and transition metals, as well as/or themselves, rare-earth transition-metal oxides are likely to exhibit highly intrigu…

cond-mat.mtrl-sci2021★ 35 cited

Tunable vertical ferroelectricity and domain walls by interlayer sliding in -ZrI

Xiaonan Ma, Chang Liu, Wei Ren +1

Vertical ferroelectricity where a net dipole moment appears as a result of in-plane ionic displacements has gained enormous attention following its discovery in transition metal di…

cond-mat.str-el2021★ 4 cited

Effective Model for Rare-earth Kitaev Materials and its Classical Monte Carlo Simulation

Mengjie Sun, Huihang Lin, Zheng Zhang +9

Recently, the family of rare-earth chalcohalides were proposed as candidate compounds to realize the Kitaev spin liquid (KSL). In the present work, we firstly propose an effective…

cond-mat.str-el2021★ 33 cited

Rare-earth chalcohalides: A family of van der Waals layered Kitaev spin liquid candidates

Jianting Ji, Mengjie Sun, Yanzhen Cai +6

Kitaev spin liquid (KSL) system has attracted tremendous attention in past years because of its fundamental significance in condensed matter physics and promising applications in f…

cond-mat.mtrl-sci2021★ 30 cited

Semiconductor-metal phase transition and emergent charge density waves in 1T-ZrX (X = Se, Te) at the two-dimensional limit

Ming-Qiang Ren, Sha Han, Jia-Qi Fan +7

Charge density wave (CDW) is a collective quantum phenomenon in metals and features a wave-like modulation of the conduction electron density. A microscopic understanding and exper…