Featured on the cover of Nature Reviews Electrical Engineering (Nov 2024). Hopfion dynamics predictions experimentally confirmed in Nature (2023). 39,000+ ResearchGate reads.
Featured on the cover of Nature Reviews Electrical Engineering (Nov 2024). Hopfion dynamics predictions experimentally confirmed in Nature (2023). 39,000+ ResearchGate reads.
Journal Papers
Z. Khodzhaev, M. Seigler, O. Heinonen. "Optimizing HAMR Plasmonic Structures via Deep Generative Models." IEEE Transactions on Magnetics, in prep.
Z. Khodzhaev, J. Incorvia. "Voltage-Controlled Skyrmion Manipulation Chambers for Neuromorphic Computing." Current Opinion in Solid State and Materials Science, vol. 35, 2025. (IF: 13.4)
Z. Khodzhaev. "Cover Image: Spintronics for Ultra-Low-Power Circuits and Systems." Nature Reviews Electrical Engineering, vol. 1, no. 11, Nov 2024.
Z. Khodzhaev, J. Incorvia. "Tunable Spike-Timing-Dependent Plasticity in Magnetic Skyrmion Manipulation Chambers." Applied Physics Letters, 124, 262402, 2024. (IF: 3.5)
Z. Khodzhaev, E. Turgut, J. Incorvia. "Analysis of Skyrmion Shuffling Chamber Stochasticity for Neuromorphic Computing." IEEE Magnetics Letters, vol. 14, 2023.
Z. Khodzhaev, E. Turgut. "Hopfion Dynamics in Chiral Magnets." Journal of Physics: Condensed Matter, 2022.
C. Ayyildiz, R. Cetin, Z. Khodzhaev, et al. "Physical Layer Authentication for Extending Battery Life." Ad Hoc Networks, 2021. (IF: 4.4)
Preprints
Z. Khodzhaev. "A Practical Guide to Spectrogram Analysis for Audio Signal Processing." arXiv, 2024.
Conference Papers
Z. Khodzhaev, C. Ayyildiz, G. Karabulut Kurt. "Device Fingerprinting for Authentication." International Conference on Electrical and Electronics Engineering (ELECO), 2018, pp. 193-197.
Selected Talks
"ML-Driven Physical Design: From Simulation Tools to Adaptive Computing Architectures." AMD x UT iMAGiNE Consortium, Nov 2024.
"Beyond Binary: The Revolution of Topological Magnetic Solitons in Computing and Electronics." UT ECE Outstanding Student Lecture Series, Mar 2024.
"Skyrmion Stochastic Dynamics for Novel Computing Architectures." APS March Meeting, 2022.
"Hopfion Dynamics in Chiral Magnets." Around-the-Clock Around-the-Globe Magnetics Conference (AtC-AtG), 2021.
Selected Posters
STDP Neuromorphic Devices, GAIN, 2024
Skyrmion Stochastic Dynamics, MMM-Intermag, 2023
Skyrmion Computing Architectures, NICE, 2023
NiO Antiferromagnetic Switching, EPFL-ETH Zürich, 2021
Theses
Ph.D. — "Next-Generation Magnetic Devices: Topological Solitons in Neuromorphic Computing and Deep Neural Networks for Plasmonic Design in HAMR Systems." UT Austin, 2024.
M.S. — "Topological Magnetic Solitons in Electronics Applications." Oklahoma State, 2021.
B.S. — "Machine Learning Applications in Wireless Communication Networks: Interference Detection and Authentication." Istanbul Technical University, 2019.