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Hanzhi Ma
Hanzhi Ma
Zhejiang University, University of Illinois at Urbana-Champaign
Verified email at zju.edu.cn
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Cited by
Year
Support vector regression-based active subspace (SVR-AS) modeling of high-speed links for fast and accurate sensitivity analysis
H Ma, EP Li, AC Cangellaris, X Chen
IEEE Access 8, 74339-74348, 2020
322020
Comparative study of surrogate modeling methods for signal integrity and microwave circuit applications
T Nguyen, B Shi, H Ma, EP Li, X Chen, AC Cangellaris, J Schutt-Aine
IEEE Transactions on Components, Packaging and Manufacturing Technology 11 …, 2021
222021
Circuit modeling for RRAM-based neuromorphic chip crossbar array with and without write-verify scheme
T Tao, H Ma, Q Chen, ZM Gu, H Jin, M Ahmed, S Tan, A Wang, EX Liu, ...
IEEE Transactions on Circuits and Systems I: Regular Papers 68 (5), 1906-1916, 2021
202021
PCB PDN prelayout library for top-layer inductance and the equivalent model for decoupling capacitors
S Yang, YS Cao, H Ma, J Cho, AE Ruehli, JL Drewniak, E Li
IEEE Transactions on Electromagnetic Compatibility 60 (6), 1898-1906, 2017
202017
Comparison of machine learning techniques for predictive modeling of high-speed links
H Ma, EP Li, AC Cangellaris, X Chen
2019 IEEE 28th Conference on Electrical Performance of Electronic Packaging …, 2019
152019
Machine learning for complex EMI prediction, optimization and localization
H Jin, L Zhang, HZ Ma, SC Yang, XL Yang, EP Li
2017 IEEE Electrical Design of Advanced Packaging and Systems Symposium …, 2017
152017
Angle-insensitive toroidal metasurface for high-efficiency sensing
P Qin, E Li, T Li, H Ma, Y Yang, LK Ang, H Chen
IEEE Transactions on Microwave Theory and Techniques 69 (3), 1511-1517, 2020
132020
High-speed link design optimization using machine learning SVR-AS method
H Ma, EP Li, AC Cangellaris, X Chen
2020 IEEE 29th Conference on Electrical Performance of Electronic Packaging …, 2020
122020
Deep Learning Inverse Analysis of Higher Order Modes in Monocone TEM Cell
D Li, Y Gu, H Ma, Y Li, L Zhang, R Li, R Hao, EP Li
IEEE Transactions on Microwave Theory and Techniques 70 (12), 5332-5339, 2022
112022
Deep learning method for prediction of planar radiating sources from near-field intensity data
H Ma, EP Li, J Schutt-Aine, AC Cangellaris
2019 IEEE International Symposium on Electromagnetic Compatibility, Signal …, 2019
112019
EMI radiation prediction and structure optimization of packages by deep learning
H Jin, H Ma, MD Butala, EX Liu, EP Li
IEEE Access 7, 93772-93780, 2019
102019
Ultrawideband dual-polarized frequency-selective absorber with tunable reflective notch
Y Fan, D Li, H Ma, J Xing, Y Gu, LK Ang, EP Li
IEEE Transactions on Antennas and Propagation 71 (3), 2855-2860, 2023
92023
Spoof surface plasmonic graphene for controlling the transports and emissions of electromagnetic waves
P Qin, EP Li, Y Yang, H Ma, B Zheng, F Gao, Z Wang, L Shen, R Hao, ...
IEEE Transactions on Microwave Theory and Techniques 67 (1), 50-56, 2018
72018
Failure diagnosis of microstrip antenna array based on convolutional neural network
Q Chen, H Ma, EP Li
2019 IEEE Asia-Pacific Microwave Conference (APMC), 90-92, 2019
62019
A new pre-conditioned STDP rule and its hardware implementation in neuromorphic crossbar array
T Tao, D Li, H Ma, Y Li, S Tan, E Liu, J Schutt-Aine, EP Li
Neurocomputing 557, 126682, 2023
52023
An Electromagnetic Perspective of Artificial Intelligence Neuromorphic Chips
EP Li, H Ma, M Ahmed, T Tao, Z Gu, M Chen, Q Chen, D Li, W Chen
Electromagnetic Science, 2023
42023
Modeling and Analysis of Spike Signal Sequence for Memristor Crossbar Array in Neuromorphic Chips
T Tao, H Ma, D Li, Y Li, S Tan, EX Liu, J Schutt-Aine, EP Li
IEEE Transactions on Circuits and Systems I: Regular Papers, 2023
42023
Prediction of IC Equivalent Magnetic Dipoles Using Deep Convolutional Neural Network
H Ma, EP Li
2018 IEEE electrical design of advanced packaging and systems symposium …, 2018
42018
Modular Neural Network Based Models of High-Speed Link Transceivers
Y Zhao, T Nguyen, H Ma, EP Li, A Cangellaris, JE Schutt-Ainé
IEEE Transactions on Components, Packaging and Manufacturing Technology, 2023
32023
Uncertainty Quantification of Signal Integrity Analysis for Neuromorphic Chips
H Ma, D Li, T Tao, X Shangguan, EX Liu, J Schutt-Aine, AC Cangellaris, ...
IEEE Transactions on Signal and Power Integrity 1, 160-169, 2022
32022
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