activity
20192026
most citedAI-driven inverse design of materials: Past, present and future

72 citations · 300 across the 34 of their papers we have counts for

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Showing cond-mat.mtrl-sciShow all

19 papers · 1 filter

cond-mat.mtrl-sci2026

Twist-induced magnetic topological phase transition in stacked altermagnetic CrO

Zi-Hao Ding, Ze-Feng Gao, Xiang-Hua Kong +2

Interlayer twisting offers a geometric route to controlling electronic states, but whether it can simultaneously reconstruct magnetic symmetry and band topology remains unclear. He…

cond-mat.mtrl-sci2026

Emergent d-wave altermagnetism in chlorine-adsorbed FeSe monolayer

Zi-Hao Ding, Ze-Feng Gao, Kai Liu +2

The recent emergence of altermagnetism has opened new frontiers in condensed matter physics, yet material platforms capable of hosting both intrinsic altermagnetic order and superc…

cond-mat.mtrl-sci2026

PhononScore: a phonon-aware scoring function for dynamical stability

Xiao-Qi Han, Ze-Feng Gao, Zhong-Yi Lu

In recent years, crystal generation models have enabled the design of massive numbers of candidate materials. However, the lack of dynamical stability among generated structures ha…

cond-mat.mtrl-sci2026

InvDesMobility: a reliability-gated first-principles feedback framework for closed-loop materials discovery

Wen-Kao Li, Ze-Feng Gao, Peng-Jie Guo +2

Inverse materials design starts from target functionality and searches for structures that can realize it. Its value in closed-loop discovery depends not only on prediction perform…

cond-mat.mtrl-sci2026

Ultrafast optical route to coupled ferroelectric and altermagnetic switching

Yuhao Gu, Yu-Hui Song, Peng-Jie Guo +5

Exploring novel magnetoelectric coupling mechanisms to achieve control of ferroelectric polarization and magnetism is highly significant for both fundamental science and electronic…

cond-mat.mtrl-sci2026

Bridging Crystal Structure and Material Properties via Bond-Centric Descriptors

Jian-Feng Zhang, Ze-Feng Gao, Xiao-Qi Han +7

Although chemical bonding is the fundamental mechanistic bridge connecting atomic structure to macroscopic material properties, current data-driven materials science largely treats…

cond-mat.mtrl-sci2025

PhononBench:A Large-Scale Phonon-Based Benchmark for Dynamical Stability in Crystal Generation

Xiao-Qi Han, Ze-Feng Gao, Wen-Kao Li +2

In recent years, generative artificial intelligence has made significant advances in the design of crystalline materials, giving rise to approaches based on graph neural networks,…

cond-mat.mtrl-sci2025

Anomalous charge density wave in altermagnetism

Zi-Hao Ding, Lei Wang, Zhen-Feng Ouyang +6

Exploring the intricate interplay between magnetism and charge density waves has long been a fundamental pursuit at the forefront of condensed matter research. In this letter, base…

cond-mat.mtrl-sci2025★ 17 cited

InvDesFlow-AL: active learning-based workflow for inverse design of functional materials

Xiao-Qi Han, Peng-Jie Guo, Ze-Feng Gao +2

Developing inverse design methods for functional materials with specific properties is critical to advancing fields like renewable energy, catalysis, energy storage, and carbon cap…

cond-mat.mtrl-sci2025★ 5 cited

Unconventional compensated magnetic material LaMnSbO

Xiao-Yao Hou, Ze-Feng Gao, Huan-Cheng Yang +2

Unconventional magnetism including altermagnetism and unconventional compensated magnetism, characterized by its duality of real-space antiferromagnetic alignment and momentum-spac…

cond-mat.mtrl-sci2025★ 1 cited

Luttinger compensated bipolarized magnetic semiconductor

Peng-Jie Guo, Xiao-Yao Hou, Ze-Feng Gao +3

Altermagnetic materials, with real-space antiferromagnetic arrangement and reciprocal-space anisotropic spin splitting, have attracted much attention. However, the spin splitting i…

cond-mat.mtrl-sci2024

Type-II Dirac nodal chain semimetal CrB4

Xiao-Yao Hou, Ze-Feng Gao, Peng-Jie Guo +2

Dirac nodal line semimetals with topologically protected drumhead surface states have attracted intense theoretical and experimental attention over a decade. However, the study of…

cond-mat.mtrl-sci2024★ 72 cited

AI-driven inverse design of materials: Past, present and future

Xiao-Qi Han, Xin-De Wang, Meng-Yuan Xu +5

The discovery of advanced materials is the cornerstone of human technological development and progress. The structures of materials and their corresponding properties are essential…

cond-mat.mtrl-sci2024★ 33 cited

Crystal valley Hall effect

Chao-Yang Tan, Ze-Feng Gao, Huan-Cheng Yang +4

The time-reversal symmetry is thought to be a necessary condition for realizing valley Hall effect. If the time-reversal symmetry is broken, whether the valley Hall effect can be r…

cond-mat.mtrl-sci2024★ 6 cited

Altermagnetic Weyl node-network semimetals protected by spin symmetry

Shuai Qu, Xiao-Yao Hou, Zheng-Xin Liu +2

Symmetry protected topology has been studied extensively in the past twenty years, but the topology protected by spin symmetry has just begun to be studied. In this work, based on…

cond-mat.mtrl-sci2024★ 1 cited

Bipolarized Weyl semimetals and quantum crystal valley Hall effect in two-dimensional altermagnetic materials

Chao-Yang Tan, Ze-Feng Gao, Huan-Cheng Yang +3

Magnetism and topology are two major areas of condensed matter physics. The combination of magnetism and topology gives rise to more novel physical effects, which have attracted st…

cond-mat.mtrl-sci2024★ 1 cited

Extremely strong spin-orbit coupling effect in light-element altermagnetic materials

Shuai Qu, Zhen-Feng Ouyang, Ze-Feng Gao +4

Spin-orbit coupling is a key to realize many novel physical effects in condensed matter physics. Altermagnetic materials possess the duality of real-space antiferromagnetism and re…

cond-mat.mtrl-sci2023★ 2 cited

Altermagnetic ferroelectric LiFe2F6 and spin-triplet excitonic insulator phase

Peng-Jie Guo, Yuhao Gu, Ze-Feng Gao +1

Altermagnetism is a new magnetic phase with k-dependent spin polarization and may exist in an insulating state with a high Néel temperature. This provides a new opportunity to obta…

cond-mat.mtrl-sci2023★ 64 cited

AI-accelerated Discovery of Altermagnetic Materials

Ze-Feng Gao, Shuai Qu, Bocheng Zeng +5

Altermagnetism, a new magnetic phase, has been theoretically proposed and experimentally verified to be distinct from ferromagnetism and antiferromagnetism. Although altermagnets h…