Summary of Research
Our research focuses on the theoretical and computational modeling of spintronic materials and devices, with an emphasis on ultrafast magnetization dynamics, spin-orbit torque (SOT) switching, and their applications in memory and neuromorphic computing. We have open-sourced all our code on GitHub, e.g., the macrospin model, the atomistic model. We believe this will push us to be more rigorous in research. Others can verify our results and explore further based on our work. Our device models are also verified through our active collaborations with experimental groups.
A central theme of our work is developing rigorous models for ferrimagnets, whose coupled sublattices and temperature-dependent behavior cannot be accurately described by conventional ferromagnetic theories. We advanced this area by building frameworks that range from modified Landau-Lifshitz-Bloch equations to 1D, 2D, and 3D atomistic spin models. These studies revealed the mechanisms of spin-torque-driven switching in ferrimagnets, including the roles of compensation temperatures (PRB 97, 184410 (2018)), spatially nonuniform reversal (Nat. Elec., 3, 37 (2020); PRB 106, 184419 (2022)), domain wall motion (APL 124, 012405 (2024)), and vertical solitons (PRL 135, 126703 (2025)). These works not only explained key experimental observations, but also enabled new concepts for ultrafast memory and terahertz signal generation (Phys. Rev. Appl., 13, 034040 (2020)).
We have also made significant contributions to understanding SOT-driven dynamics in antiferromagnets, including noncollinear kagome systems such as Mn3Sn and collinear or weakly canted systems such as NiO and α-Fe2O3. By constructing detailed atomistic and crystal-sensitive models, we clarified switching mechanisms that had remained controversial, especially the dependence on spin-polarization configuration, crystalline orientation, and torque symmetry. Our results established more suitable switching geometries for antiferromagnetic memory applications (PRB 109, 134433 (2024)), explained robust experimental signals in polycrystalline Mn3Sn (APL 127, 022407 (2025)), and showed how noncollinearity and magnetic nonuniformity can be exploited for deterministic control of antiferromagnetic order (under review).
In ferromagnets, we revisited the physical picture behind SOT switching in nanoscale perpendicular devices. We identified why the widely used analytical model overestimates the switching current and proposed a refined switching mechanism based on smooth magnetization evolution and reversal of precession chirality (PRB, 110 184428 (2024)). This new model achieved much better agreement with experiments and resolved a longstanding discrepancy between theory and measurement.
Beyond spin dynamics, we extended these physical insights into emerging computing technologies. In neuromorphic computing, we proposed and analyzed spintronic neurons with electrically tunable, trainable activation functions, showing that device physics can directly support learning algorithms similar to batch normalization (Chin. Sci. Bull., 70, 1920 (2025)). This approach improved both recognition accuracy and training speed, and was later verified in experiments (ACS Nano, 18, 29469 (2024)). At the circuit level, we developed compact Verilog-A models for the integration of MTJ and transistos (JMMM 611, 172614 (2024), 2025 VLSI TSA) and used them to design spintronic memory and compute-in-memory architectures, including a 4T2MTJ SOT-MRAM cell that combines storage and logic with strong energy and area advantages.
Overall, our research bridges fundamental spin dynamics, predictive multiscale modeling, and practical device and circuit design, helping establish the physical principles needed for next-generation spintronic memory and hardware-efficient artificial intelligence.
Journal Papers
45
Xiaoli Chen#, Daxiang Liu#, Xue Zhang#, Xing Chen#, Fangfang Pei, Yongsen Zhang, Penghui Yan, Yanyan Ai, Gong Chen, Yizheng Wu, Ziqiang Qiu, Zhifeng Zhu*, Mengmeng Yang*, and Qian Li*
Nat. Commun. (2026)
44
High-Efficiency Switching of the Topological Antiferromagnetic State in Mn3Sn via Magnon Torques
Jiaqiang Liu, Boyu Zhao, Zhiguang Wang*, Yuhao Liu, Yongliang Han, Wenli Wang, Xi Zha, Liwen Liang, Shishun Zhao, Qi Lu, Meng Zhao, Zhifeng Zhu*, and Ming Liu*
Nano Lett. (2026)
43
Bipolar Magnonic Skin Effect Driven by Cross Damping in Antiferromagnetic Chains
Xue Zhang#, Zhuo Bin Siu#, Zhifeng Zhu*, and Mansoor B. A. Jalil*
Phys. Rev. B 114, 084425 (2026)
42
Spatially Asymmetric Switching under Spin-Orbit Torque and Dzyaloshinskii-Moriya Interaction
Zhenhang Kong#, Zhengde Xu#, Xue Zhang#, Boyu Zhao, Yumeng Yang, Lijun Zhu*, and Zhifeng Zhu*
J. Appl. Phys. 140, 063903 (2026)
41
Fei Ye#, Sihai Jiao#, Xue Zhang#, Chunzheng Wang#, Zhongjie Wang*, Long Cheng, Zhifeng Zhu*, Chunlei Gao, and Xiaofang Zhai*
Chin. Phys. Lett. 43, 080707 (2026)
40
Fangye Lin, Tianyi Zhang, Xinjian Zhou, Guoyi Shi, Zhifeng Zhu, Zichen Zhang, Yue Zhang, Caihua Wan*, Hyunsoo Yang, Weisheng Zhao†, and Shuyuan Shi‡
Phys. Rev. Appl. 25, 024066 (2026)
39
Ping Wang#, Jinlong Gou#, Zhengde Xu#, Yuhao An#, Delin Zhang*, Dongdong Yue, Kun Zhai, Shizhe Wu, Min Gao, Zhifeng Zhu*, Yue Li, Wenhong Wang, and Yong Jiang*
Commun. Phys. 8, 445 (2025)
38
Layer-dependent spin-orbit torque switching of Néel vector in a van der Waals antiferromagnet
Haoran Guo, Zhongchong Lin, Jinhao Lu, Chao Yun*, Guanghui Han, Shoutong Sun, Yu Wu, Wenyun Yang, Dongdong Xiao, Zhifeng Zhu, Licong Peng, Yu Ye, Yanglong Hou*, Jinbo Yang*, and Zhaochu Luo*
Nat. Commun. 16, 8911 (2025)
37
Vertical soliton assisted current switching in extremely thick FeGd ferrimagnets
Teng Xu#*, Zhengde Xu#, Yiqing Dong, Yang Cheng, Ledong Wang, Hongmei Feng, Hao Bai, Kun Xu, Xinyu Shu, Pu Yu, Heng-An Zhou, Enlong Liu, Shikun He, Chuanying Xi, Guoqiang Yu, Xuepeng Qiu, Se Kwon Kim, Jing Zhu, Zhifeng Zhu*, and Wanjun Jiang*
Phys. Rev. Lett. 135, 126703 (2025)
36
Spin-orbit torque-driven chiral domain wall motion in Mn3Sn
Zhengde Xu#, Yue Zhou#, Xue Zhang#, Yixiao Qiao, Zhuo Xu, Dingfu Shao*, and Zhifeng Zhu*
Appl. Phys. Lett. 127, 072402 (2025)
[News Coverage]35
Boyu Zhao#, Zhengde Xu#, Xue Zhang, Zhenhang Kong, Shouzhong Peng*, Shuyuan Shi*, and Zhifeng Zhu*
Appl. Phys. Lett. 127, 022407 (2025)
[News Coverage]34
Angle-resolved magneto-chiral anisotropy in a non-centrosymmetric atomic layer superlattice
Long Cheng#, Mingrui Bao#, Xue Zhang#, Jingxian Zhang, Qun Yang, Qiang Li, Hui Cao, Dawei Qiu, Hui Li, Guanglei Cheng, Hua Zhou, Jian-Min Zuo, Xiaodong Zhou, Jian Shen, Zhifeng Zhu*, Wenbo Wang*, and Xiaofang Zhai*
Sci. Bull. 70, 1406–1409 (2025)
[News Coverage]33
Implementing batch normalization-like algorithm with a single spintronic neuron
Zhuo Xu#, Yue Xin#, Zhengping Yuan, Kang Zhou, Yumeng Yang, Shenghua Gao, and Zhifeng Zhu*
Chin. Sci. Bull. 70, 1920 (2025)
[News Coverage]32
Van der Waals spin-orbit torque antiferromagnetic memory
Lishu Zhang#, Zhengping Yuan#, Jie Yang, Jun Zhou, Yanyan Jiang, Hui Li, Yongqing Cai, Evgeny Y. Tsymbal, Yuan Ping Feng*, Zhifeng Zhu*, and Lei Shen*
Phys. Rev. B. 110, L220409 (2024)
31
Xue Zhang, Zhengde Xu, and Zhifeng Zhu*
Phys. Rev. B. 110, 184428 (2024)
30
Anomalous switching pattern in the ferrimagnetic memory cell
Zhuo Xu, Zhengping Yuan, Xue Zhang, Zhengde Xu, Yixiao Qiao, Yumeng Yang, and Zhifeng Zhu*
J. Magn. Magn. Mater. 611, 172614 (2024)
29
Orthogonal spin–orbit torque-induced deterministic switching in NiO
Yixiao Qiao#, Zhengde Xu#, Zhuo Xu, Yumeng Yang, and Zhifeng Zhu*
Appl. Phys. Lett. 125, 182403 (2024)
[News Coverage]28
Puyang Huang, Xinqi Liu, Yue Xin, Yu Gu, Albert Lee, Yifan Zhang, Zhuo Xu, Peng Chen, Yu Zhang, Weijie Deng, Guoqiang Yu, Di Wu, Zhongkai Liu, Qi Yao, Yumeng Yang, Zhifeng Zhu*, and Xufeng Kou*
ACS Nano 18, 29469 (2024)
[News Coverage]27
Highly Efficient Spin Injection and Readout Across Van Der Waals Interface
Hao Chen, Wanghao Tian, Lishu Zhang, Peng Song*, Lanxin Jia, Jingsheng Chen, Zhifeng Zhu, Yuan Ping Feng, and Kian Ping Loh*
Small 2403073 (2024)
26
Non-Hermitian spin dynamics in a coupled ferrimagnetic system
Xue Zhang, Changjiang Liu, Zhifeng Zhu*, and Yue Zhang*
Phys. Rev. B 109, 184426 (2024)
25
Zhengde Xu, Xue Zhang, Yixiao Qiao, Gengchiau Liang, Shuyuan Shi*, and Zhifeng Zhu*
Phys. Rev. B 109, 134433 (2024)
arXiv:2308.08091. (2023)
24
Tunable and inhomogeneous current-induced THz-oscillation dynamics in the ferrimagnetic spin-chain
Baofang Cai, Xue Zhang, Zhifeng Zhu, and Gengchiau Liang*
Commun. Phys. 7, 94 (2024)
23
Spin-transfer-torque induced spatially nonuniform switching in ferrimagnets
Xue Zhang, Zhengde Xu, Jie Ren, Yixiao Qiao, Weijia Fan*, and Zhifeng Zhu*
Appl. Phys. Lett. 124, 012405 (2024)
[News Coverage]22
Efficient domain wall motion driven by the out-of-plane spin polarization
Jingwei Long, Yumeng Yang, Shuyuan Shi, Xuanyao Fong, Gengchiau Liang, and Zhifeng Zhu*
arXiv:2303.08378 (2023)
21
Xinran Wang, Hao Wu, Ruizhi Qiu, Xinhao Huang, Junrong Zhang, Jingwei Long, Yuxuan Yao, Yaru Zhao, Zhifeng Zhu, Junyong Wang, Shuyuan Shi*, Haixin Chang*, and Weisheng Zhao*
Cell Rep. Phys. Sci. 101468 (2023)
20
Anomalous impact of thermal fluctuations on spin transfer torque induced ferrimagnet switching
Zhengping Yuan, Jingwei Long, Yue Xin, Zhengde Xu, Lihua An, Jie Ren, Xue Zhang, Yumeng Yang, and Zhifeng Zhu*
J. Appl. Phys. 133, 153903 (2023)
19
Field-Free Spin–Orbit Torque Switching of an Antiferromagnet with Perpendicular Néel Vector
Zhengde Xu, Jie Ren, Zhengping Yuan, Yue Xin, Xue Zhang, Shuyuan Shi, Yumeng Yang*, and Zhifeng Zhu*
J. Appl. Phys. 133, 153904 (2023)
[News Coverage]18
Unconventional computing based on magnetic tunnel junction
Baofang Cai#, Yihan He#, Yue Xin#, Zhengping Yuan, Xue Zhang, Zhifeng Zhu*, and Gengchiau Liang*
Appl. Phys. A 129, 236 (2023) Editor's Choice
17
Comparative Study of Temperature Impact in Spin-Torque Switched Perpendicular and Easy-Cone MTJs
Jingwei Long, Qi Hu, Zhengping Yuan, Yunsen Zhang, Yue Xin, Jie Ren, Bowen Dong, Gengfei Li, Yumeng Yang, Huihui Li*, and Zhifeng Zhu*
Nanomaterials 13, 337 (2023)
16
Temperature-insensitive reading of a flash memory cell
Weiyan Zhang, Tao Yu, Zhifeng Zhu, and Binghan Li*
J. Semicond. 44, 044102, (2023)
15
Electrical Tunable Spintronic Neuron with Trainable Activation Function
Yue Xin, Zhengping Yuan, Kang Zhou, Xuanyao Fong, Yumeng Yang, Shenghua Gao, and Zhifeng Zhu*
arXiv:2211.13391 (2022)
14
Spatially nonuniform oscillations in ferrimagnets based on an atomistic model
Xue Zhang, Baofang Cai, Jie Ren, Zhengping Yuan, Zhengde Xu, Yumeng Yang, Gengchiau Liang, and Zhifeng Zhu*
Phys. Rev. B 106, 184419 (2022)
13
Magnetodynamic properties on square patterned of FeGaB and Al2O3/FeGaB thin films
K. Yadagiri*, Jingwei Long, Yuxi Wang, Zhifeng Zhu, and Tao Wu
J Mater Sci: Mater Electron, 15927–15935 (2022)
12
Optimal Spin Polarization for Spin-Orbit-Torque Memory and Oscillator
Zhenxiao Fu, Amit Kumar Shukla, Zhiqiang Mu, Kai Lu, Yemin Dong, Ziyan Luo, Xuepeng Qiu, Zhifeng Zhu*, and Yumeng Yang*
IEEE Trans. Electron Devices 69, 1642 (2022)
11
Magnetic Field-Oriented Electrical Transport Properties in Antiperovskite Mn3SnC
Peng Wu*, Jun Yan*, Pengli Liang, Zhifeng Zhu, and Tao Wu*
Phys. Status Solidi RRL 2100614, (2022)
10
An Overview of Spintronic True Random Number Generator
Zhenxiao Fu, Yi Tang, Xi Zhao, Kai Lu, Yemin Dong, Amit Shukla, Zhifeng Zhu, and Yumeng Yang*
Front. Phys. 9, 1 (2021)
9
Jiefang Deng*, Venkata Pavan Kumar Miriyala, Zhifeng Zhu, Xuanyao Fong, and Gengchiau Liang*
IEEE Electron Devices Lett., 41, 7 (2020)
8
Zhifeng Zhu*, Kaiming Cai, Jiefang Deng, Venkata Pavan Kumar Miriyala, Hyunsoo Yang, Xuanyao Fong, and Gengchiau Liang*
Physical Review Applied 13, 034040 (2020)
7
Ultrafast and energy-efficient spin–orbit torque switching in compensated ferrimagnets
Kaiming Cai, Zhifeng Zhu, Jong Min Lee, Rahul Mishra, Lizhu Ren, Shawn D. Pollard, Pan He, Gengchiau Liang, Kie Leong Teo, and Hyunsoo Yang*
Nature Electronics 3, 37 (2020)
6
Shuyuan Shi, Shiheng Liang, Zhifeng Zhu, Kaiming Cai, Shawn D. Pollard, Yi Wang, Junyong Wang, Qisheng Wang, Pan He, Jiawei Yu, Goki Eda, Gengchiau Liang, and Hyunsoo Yang*
Nature Nanotechnology 14, 945 (2019)
5
Voltage-input spintronic oscillator based on competing effects for large output power
Zhifeng Zhu*, Jiefang Deng, Xuanyao Fong, and Gengchiau Liang*
Journal of Applied Physics 125, 183902 (2019)
4
Venkata Pavan Kumar Miriyala*, Zhifeng Zhu, Gengchiau Liang, and Xuanyao Fong*
Journal of Magnetism and Magnetic Materials 486, 165271 (2019)
3
Zhifeng Zhu*, Xuanyao Fong, and Gengchiau Liang*
Journal of Applied Physics 124, 193901 (2018) (Feature Article)
2
Theoretical Proposal for Determining Angular Momentum Compensation in Ferrimagnets
Zhifeng Zhu*, Xuanyao Fong, and Gengchiau Liang*
Physical Review B 97, 184410, (2018)
1
Switching based Spin Transfer Torque Oscillator with zero-bias field and large tuning-ratio
Gaurav Gupta*, Zhifeng Zhu, and Gengchiau Liang
arXiv:1611.05169, (2017)
Conference Papers
40
Spin-Orbit Torque Induced Spin Dynamics in Noncollinear Antiferromagnet Mn3Sn
(Invited) Z. Zhu*
China-Euro PIFI Seminar on Spintronics and Magnonics, (Wuhan, China, May 11-13, 2026), Oral
39
Characteristics of spin-orbit torque switching in smooth transition region
Z. Kong*, X. Zhang, and Z. Zhu*
IEEE International Magnetics Conference (INTERMAG), (Manchester, U.K., Apr. 13-17, 2026), Oral
38
Spin-orbit torque driven deterministic switching in polycrystalline Mn3Sn
(Invited) Z. Zhu*
Workshop on Magnons, Ferrons, and Superconductors, (Wuhan, China, Apr. 02-03, 2026)
37
Atomistic Study of Spatial Asymmetric Switching in Ferrimagnets
Z. Kong, Z. Xu, X. Zhang, and Z. Zhu*
Future Asia Spintronics and Magnetic Recording Technologies Conference (FAST 2026), (Phuket, Thailand, Feb. 02-06, 2026), Oral
36
A 2-Bit 4T2MTJ MRAM Bit-Cell for Compute-in-Memory Applications
Z. Xu, W. Zhang, J. Wang, X. Zhang, Y. Cen, X. Zhang, X. Fong*, and Z. Zhu*
International VLSI Symposium on Technology, Systems and Applications (2025 VLSI TSA), (Taiwan, China, Dec. 21-24, 2025), Oral
35
A Cache-Compatible 4T2MTJ MRAM Enabling Compute-in-Memory Adders
Z. Xu#, X. Zhang#, D. Chen#, Z. Xue, X. Fong, and Z. Zhu*
International Conference on Solid State Devices and Materials (SSDM), (Yokohama, Japan, Sept. 15-18, 2025), Oral
34
Spin-orbit torque driven deterministic switching in polycrystalline Mn3Sn
Z. Zhu*, B. Zhao*, Z. Xu
Chinese Physical Society Fall Meeting, (Harbin, China, Sep. 11-14, 2025), Oral
33
Study on anomalous switching modes in ferrimagnetic memory cells
Z. Kong*, Z. Xu, Z. Yuan, and Z. Zhu*
Chinese Physical Society Fall Meeting, (Harbin, China, Sep. 11-14, 2025), Poster
32
Spin-orbit torque driven deterministic switching in ferromagnet and noncollinear antiferromagnet
(Invited) Z. Zhu*
International Conference on Materials for Advanced Technologies (ICMAT), (Singapore, Jun. 30-July 04, 2025)
31
Chirality Reversal Related Spin-Orbit Torque Switching in Nanoscale Perpendicular Ferromagnet
X. Zhang, Z. Xu, Z. Zhu*
9th IEEE Electron Devices Technology and Manufacturing (EDTM) Conference 2025, (HongKong, China, Mar. 08-Mar. 13, 2025)
30
Spin-orbit torque-driven nanoscale perpendicular ferromagnetic switching
(Invited) X. Zhang, Z. Xu, Z. Zhu*
The 13th National Conference on Magnetic Thin Films and Nanomagnetism, (Xiamen, China, Dec. 12-15, 2024)
29
Deterministic switching of NiO induced by orthogonal spin-orbit torque
Y. Qiao, Z. Xu, Z. Xu, Z. Zhu*
The 13th National Conference on Magnetic Thin Films and Nanomagnetism, (Xiamen, China, Dec. 12-15, 2024), Poster
28
Spin-Orbit Torque Switching of Mn3Sn with Rotated Kagome Plane
B. Zhao#, Z. Xu#, and Z. Zhu*
5th International Workshop on Spintronic Memory and Logic (SML), (Hangzhou, China, Oct. 16-18, 2024), Poster
27
Spin-Orbit Torque Induced Spatial Asymmetric Switching in Ferrimagnets
Z. Kong#, Z. Xu#, X. Zhang#, and Z. Zhu*
International Conference on Solid State Devices and Materials (SSDM), (Himeji, Japan, Sept. 01-04, 2024), Oral
26
Vortex Motion Mediated Back-and-Forth Magnetization Switching in Ferrimagnets
X. Zhang#, Z. Xu, and Z. Zhu*
International Conference on Magnetism (ICM), (Bologna, Italy, June 30-July 05, 2024), Poster
25
Spin-Orbit Torque Switching of Mn3Sn with Spin Polarization Perpendicular to the Kagome Plane
Z. Xu*#, X. Zhang, Y. Qiao, G. Liang, S. Shi*, and Z. Zhu*
IUMRS-ICEM, (Hong Kong, China, May 17-20, 2024), Oral
24
Spin-Orbit Torque Switching of Mn3Sn in Configuration II
Z. Xu*#, X. Zhang#, Y. Qiao, G. Liang, S. Shi*, and Z. Zhu*
IEEE International Magnetics Conference (INTERMAG), (Rio de Janeiro, Brazil, May 05-10, 2024), Oral
23
Spin torque induced nonuniform switching in ferrimagnets
(Invited) Z. Zhu#*
The 6th International Conference on Electronics and Electrical Engineering Technology, (Nanjing, China, Dec. 01-03, 2023)
22
Physics-based compact model for the ferrimagnets
Z. Xu, Z. Yuan, and Z. Zhu*
The 20th National Conference on Magnetism and Magnetic Materials, (Hainan, China, Nov. 08-12, 2023), Oral
21
Vortex Motion Mediated Back-and-Forth Magnetization Switching in Ferrimagnets
X. Zhang#, Z. Xu, and Z. Zhu*
The 68th Annual Conference on Magnetism and Magnetic Materials (MMM 2023), (Dallas, United States, Oct. 30-Nov. 03, 2023), Oral
20
Current Induced Spatially Nonuniform Switching in Ferrimagnets based on the Atomistic Model
X. Zhang#, Z. Xu, J. Ren, Y. Qiao and Z. Zhu*
International Conference on Solid State Devices and Materials (SSDM), (Nagoya, Japan, Sept. 05-08, 2023), Poster
19
Effect of Non-uniform Atom Distribution on Ferrimagnetic Domain Wall Motion Based on an Atomistic Model
J. Ren#, Z. Xu#, X. Zhang, J. Long, Z. Yuan, Z. Zhu*
International Conference on Solid State Devices and Materials (SSDM), (Nagoya, Japan, Sept. 05-08, 2023), Poster
18
Atomistic Modelling of Spatially Resolved Oscillation Dynamics in Ferrimagnetic Spin-Chain
B. Cai*#, X. Zhang, Z. Zhu, G. Liang*
International Conference on Solid State Devices and Materials (SSDM), (Nagoya, Japan, Sept. 05-08, 2023), Oral
17
Spin-Orbit Torque-Induced Field-Free Switching of a Perpendicular Antiferromagnet
Z. Xu#, J. Ren, Z. Yuan, Y. Xin, X. Zhang, and Z. Zhu*
IEEE International Magnetics Conference (INTERMAG), (Sendai, Japan, May 15-19, 2023), Oral
16
Ferrimagnetic MRAM and neuromorphic computing
(Invited) Z. Zhu*#
Semiconductor Technology Forum, (Shanghai, China, Dec. 02-03, 2022)
15
Study of spin torque driven ferrimagnetic dynamics using two-sublattice model
Z. Yuan, Y. Xin, L. An, Z. Xu, X. Zhang, J. Long, J. Ren, and Z. Zhu*
Chinese Physical Society Fall Meeting, (Shenzhen, China, Nov. 17-20, 2022), Poster
14
Atomistic study of spatial dependent ferrimagnetic dynamics
X. Zhang, J. Ren, B. Cai, Z. Yuan, Z. Xu, G. Liang, and Z. Zhu*
Chinese Physical Society Fall Meeting, (Shenzhen, China, Nov. 17-20, 2022), Poster
13
Field-free spin-orbit torque induced switching of perpendicular antiferromagnet
Z. Xu, J. Ren, Z. Yuan, Y. Xin, X. Zhang, S. Shi, Y. Yang, and Z. Zhu*
Chinese Physical Society Fall Meeting, (Shenzhen, China, Nov. 17-20, 2022), Poster
12
Theoretical investigation of Tunable Ferrimagnetic Spin-Chain Oscillation Based on Atomistic Spin Model Simulation
B. Cai#, X. Zhang, Z. Zhu, G. Liang*
The 67th Annual Conference on Magnetism and Magnetic Materials (MMM 2022), (Minneapolis, United States, Oct. 31-Nov. 04, 2022)
11
THz Ferrimagnetic Oscillation Based on the Atomistic Model
X. Zhang*#, B. Cai, R. Jie, Z. Yuan, Y. Yang, G. Liang, Z. Zhu*
International Conference on Solid State Devices and Materials (SSDM), (Chiba, Japan, Sept. 26-29, 2022), Oral
10
Study of Write Error Rate in MRAM with Fixed Voltage Input
L. An*#, Y. Xin, Z. Yuan, Y. Yang and Z. Zhu*
International Conference on Solid State Devices and Materials (SSDM), (Chiba, Japan, Sept. 26-29, 2022), Oral
9
Out-of-plane spin polarization driven domain wall motion
J. Long, Y. Yang, and Z. Zhu*
The 19th National Conference on Magnetism and Magnetic Materials, (Hainan, China, Nov. 03-06, 2021), Poster
8
Spintronic Neuron with Trainable Activation Function
Y. Xin, K. Zhou, Y. Yang, S. Gao, and Z. Zhu*
The 19th National Conference on Magnetism and Magnetic Materials, (Hainan, China, Nov. 03-06, 2021), Poster
7
Ultrafast MRAM and bio-inspired computing devices
(Invited) Z. Zhu*#
Frontier Forum on Spintronic Devices, (Virtual, Oct. 28, 2021)
6
Ferrimagnetic MRAM and neuromorphic computing
(Invited) Z. Zhu*#
The 26th National Conference of Information Storage, (Shanghai, China, Sept. 24-25, 2020)
5
Compact Probabilistic Poisson Neuron based on Back-Hopping Oscillation in STT-MRAM for All-Spin Deep Spiking Neural Network
M. Wu, M. Huang, Z. Zhu, F. Liang, M. Hong, J. Deng, J. Wei, S. Sheu, C. Wu, G. Liang and T. Hou*
IEEE Symposium on VLSI Technology, (Virtual, June 14-19, 2020)
4
Temperature aware study of spin torque switching in ferrimagnetic alloy
Z. Zhu*#, X. Fong, and G. Liang*
2nd SG-SPIN/Tohuku Workshop on Spintronics, (Singapore, Feb. 22, 2019), Poster
3
Ultrafast domain wall propagation in ferrimagnets by spin-orbit torques
K. Cai, R. Mishra, L. Ren, Z. Zhu, G. Liang, K.L. Teo, and H. Yang*
Joint MMM-Intermag Conference, (Washington, DC, 2019)
2
Modeling of Spin Torque Switching in Ferrimagnetic Material Using Landau-Lifshitz-Bloch Equation
Z. Zhu*#, X. Fong, and G. Liang*
Magnetics Symposium, (Singapore, Oct. 05, 2017), Oral
1
Wrangling Spin-Orbit-Torque Voltage-Controlled-Oscillator
Z. Zhu*#, G. Gupta*, H. Lin, and G. Liang
International Conference on Solid State Devices and Materials (SSDM), (Tsukuba, Japan, Sept. 27, 2016), Oral