Scientific Research
Research Interests
Higher-order topology / Hall effects / Quantum geometry / Topological phase transitions / Topological Superconductivity / ferroelectricity and ferromagnetism / Machine learning–assisted modeling.
Higher-Order Topological Phase Transitions and Hall Effect
During my Ph.D., I focused on higher-order topological phase transitions in two-dimensional quantum materials, driven by the interplay of multiple internal degrees of freedom—including spin, layer, orbital, and valley. By combining tight-binding modeling with first-principles calculations, I revealed how spin–layer locking, interlayer ferroelectric sliding, and magnetic symmetry breaking can induce transitions between topologically distinct phases, giving rise to robust corner-localized states. I systematically explored the thermoelectric and transport signatures accompanying these transitions, including the anomalous Hall effect, the anomalous Nernst effect, and the thermal Hall effect. These Hall-type responses not only serve as effective probes of the topological phase boundaries, but also reflect the entangled nature of multiple degrees of freedom in higher-order topological states.
Publications
Physical Review Letters, 134: 256602, 2025.
Ning-Jing Yang, Jian-Min Zhang, Xiao-Ping Li, Zeying Zhang, Zhi-Ming Yu, Zhigao Huang, and Yugui Yao
- Hybrid-order topological phase transition driven by sliding ferroelectricity in bilayer systems.
- Asymmetric layer-resolved topological evolution enabled by inversion breaking.
- Establishes bulk-boundary-corner correspondence in 2D magnetic van der Waals systems.

Physical Review B, 111: 235435, 2025.
Ning-Jing Yang, Jun-Hao Li, Zhigao Huang, Jian-Min Zhang
- Characterization of higher-order topological phase transitions using the orbital Hall effect in ferromagnetic monolayers.
- Exploration of topological properties in two-dimensional magnetic systems.
- Analysis of phase transition signatures in monolayer structures.

Applied Physics Letters, 126: 033101, 2025.
Ning-Jing Yang, Hai Yang, Zhigao Huang, Jian-Min Zhang
- Investigation of second-order topological insulators in Kekulé-patterned biphenylene networks.
- Analysis of topological properties in hexagonal lattice structures.
- Exploration of novel insulating phases in two-dimensional materials.

Applied Physics Letters, 125: 263102, 2024.
Ning-Jing Yang, Zhigao Huang, Jian-Min Zhang
- Study of hybrid-order topological phases in 1H transition metal compounds.
- Characterization of phase transitions in metal-based materials.
- Exploration of topological properties in transition metal systems.

Physical Review B, 109: 035423, 2024.
Ning-Jing Yang, Jian-Min Zhang
- Revelation of higher-order topological phases using the anomalous Nernst effect.
- Analysis of phase diagrams in Janus ScClI monolayers.
- Study of topological properties in two-dimensional materials.
Physical Chemistry Chemical Physics, 26: 17075-17082, 2024.
Ning-Jing Yang, Wen-Ti Guo, Hai Yang, Zhigao Huang, Jian-Min Zhang
- Investigation of topological phases induced by C 558-line defects in graphene nanoribbons.
- Analysis of local magnetic moments and spin polarization effects.
- Study of defect-driven properties in armchair graphene structures.
Journal of Materials Chemistry C, 11: 12307-12319, 2023.
Wen-Ti Guo, NingJing Yang, Zhigao Huang, Jian-Min Zhang
Chinese Physics B, 109: 035423, 2023.
NingJing Yang, Hai Yang, Guojun Jin
AIP Advances, 12: 045102, 2022.
NingJing Yang, Qingyuan Chen, Yafang Xu, Jinlong Luo, Hai Yang, Guojun Jin