| Machine learning based method of moments (ML-MoM) HM Yao, LJ Jiang, YW Qin 2017 IEEE International Symposium on Antennas and Propagation & USNC/URSI …, 2017 | 37 | 2017 |
| Deep neural network: Data detection channel for hard disk drives by learning Y Qin, JG Zhu IEEE Transactions on Magnetics 56 (2), 1-8, 2020 | 21 | 2020 |
| Electrically tunable polarizer based on graphene-loaded plasmonic cross antenna Y Qin, XYZ Xiong, EI Wei, LJ Jiang Journal of Physics: Condensed Matter 30 (14), 144007, 2018 | 13 | 2018 |
| Machine learning based MoM (ML-MoM) for parasitic capacitance extractions HM Yao, YW Qin, LJ Jiang 2016 IEEE Electrical Design of Advanced Packaging and Systems (EDAPS), 171-173, 2016 | 11 | 2016 |
| Impact of magnetic medium grain height in heat-assisted magnetic recording Y Qin, JG Zhu IEEE Magnetics Letters 10, 1-5, 2019 | 10 | 2019 |
| Curvature-eliminating head field and track edge characteristics in heat-assisted magnetic recording Y Qin, H Li, JG Zhu IEEE Transactions on Magnetics 53 (11), 1-4, 2017 | 10 | 2017 |
| Automatically resolving intertrack interference with convolution neural network detection channel in TDMR Y Qin, JG Zhu IEEE Transactions on Magnetics 57 (2), 1-6, 2020 | 9 | 2020 |
| Machine learning based computational electromagnetic analysis for electromagnetic compatibility LJ Jiang, HM Yao, HH Zhang, YW Qin 2018 IEEE International Conference on Computational Electromagnetics (ICCEM …, 2018 | 7 | 2018 |
| TDMR with machine learning data detection channel Y Qin, JG Zhu IEEE Transactions on Magnetics 58 (2), 1-5, 2021 | 6 | 2021 |
| CNN-based machine learning channel on TDMR drive data Y Qin, P Bellam, R Galbraith, W Hanson, N Ravindran, I Oboukhov, ... IEEE Transactions on Magnetics 58 (4), 1-7, 2021 | 5 | 2021 |
| TDMR performance gain with machine learning data detection channel Y Qin, P Bellam, R Galbraith, W Hanson, N Ravindran, I Oboukhov, ... 2021 IEEE 32nd Magnetic Recording Conference (TMRC), 1-2, 2021 | 3 | 2021 |
| Non-linear CNN-based read channel for hard disk drive with 30% error rate reduction and sequential 200Mbits/second throughput in 28nm CMOS Y Qin, R Purdy, A Probst, CY Lin, JGJ Zhu 2022 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and …, 2022 | 2 | 2022 |
| Micromagnetics of FePt-L10Media With Thermally Insulating Magnetic Grain Boundaries Y Qin, JG Zhu IEEE Transactions on Magnetics 54 (11), 1-4, 2018 | 1 | 2018 |
| Non-Linear CNN-Based Read Channel for Hard Disk Drive With 30% Error Rate Reduction and Sequential 200-Mbits/s Throughput in 28-nm CMOS Y Qin, R Purdy, A Probst, CY Lin, JG Zhu IEEE Journal of Solid-State Circuits 58 (4), 1094-1105, 2023 | | 2023 |
| ASIC Implementation of Nonlinear CNN-Based Data Detector for TDMR System in 28 nm CMOS at 200 Mbits/s Throughput Y Qin, R Purdy, A Probst, CY Lin, JG Zhu IEEE Transactions on Magnetics 59 (3), 1-8, 2022 | | 2022 |
| Machine Learning-Based Data Detection Channel for Two-Dimensional Magnetic Recording System in Hard Disk Drives Y Qin Carnegie Mellon University, 2022 | | 2022 |
| Impact of straightened thermal profiles generated by gapped near field transducers on HAMR SNR CM Chow, M Yin, Y Qin, JA Bain, JGJ Zhu AIP Advances 10 (1), 2020 | | 2020 |
| Micromagnetics of FePt-L10 Media with Thermally Insulating Magnetic Grain Boundaries J Zhu, Y Qin 2018 IEEE International Magnetics Conference (INTERMAG), 1-1, 2018 | | 2018 |
Jian-Gang (Jimmy) ZhuABB Professor of Engineering, Carnegie Mellon UniversityVerified email at cmu.edu
