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Feng Feng
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Parametric modeling of EM behavior of microwave components using combined neural networks and pole-residue-based transfer functions
F Feng, C Zhang, J Ma, QJ Zhang
IEEE Transactions on Microwave Theory and Techniques 64 (1), 60-77, 2015
1902015
Deep neural network technique for high-dimensional microwave modeling and applications to parameter extraction of microwave filters
J Jin, C Zhang, F Feng, W Na, J Ma, QJ Zhang
IEEE Transactions on Microwave Theory and Techniques 67 (10), 4140-4155, 2019
1632019
Cognition-driven formulation of space mapping for equal-ripple optimization of microwave filters
C Zhang, F Feng, QJ Zhang, JW Bandler
IEEE transactions on microwave theory and techniques 63 (7), 2154-2165, 2015
1452015
Polynomial chaos-based approach to yield-driven EM optimization
J Zhang, C Zhang, F Feng, W Zhang, J Ma, QJ Zhang
IEEE Transactions on Microwave Theory and Techniques 66 (7), 3186-3199, 2018
1012018
Parametric modeling of microwave components using adjoint neural networks and pole-residue transfer functions with EM sensitivity analysis
F Feng, C Zhang, J Ma, QJ Zhang
IEEE Transactions on Microwave Theory and Techniques 65 (6), 1955-1975, 2017
912017
Parallel space-mapping approach to EM optimization
F Feng, C Zhang, QJ Zhang, J Ma
IEEE transactions on microwave theory and techniques 62 (5), 1135-1148, 2014
842014
Coarse-and fine-mesh space mapping for EM optimization incorporating mesh deformation
F Feng, J Zhang, W Zhang, Z Zhao, J Jin, QJ Zhang
IEEE Microwave and Wireless Components Letters 29 (8), 510-512, 2019
812019
A Unified Automated Parametric Modeling Algorithm Using Knowledge-Based Neural Network and Optimization
W Na, F Feng, C Zhang, QJ Zhang
IEEE Transactions on Microwave Theory and Techniques 65 (3), 729-745, 2016
702016
Space mapping approach to electromagnetic centric multiphysics parametric modeling of microwave components
W Zhang, F Feng, J Zhang, S Yan, J Ma, QJ Zhang
IEEE Transactions on Microwave Theory and Techniques 66 (7), 3169-3185, 2018
682018
Artificial neural networks for microwave computer-aided design: The state of the art
F Feng, W Na, J Jin, J Zhang, W Zhang, QJ Zhang
IEEE Transactions on Microwave Theory and Techniques 70 (11), 4597-4619, 2022
672022
Multifeature-assisted neuro-transfer function surrogate-based EM optimization exploiting trust-region algorithms for microwave filter design
F Feng, W Na, W Liu, S Yan, L Zhu, J Ma, QJ Zhang
IEEE Transactions on Microwave Theory and Techniques 68 (2), 531-542, 2020
662020
Adaptive feature zero assisted surrogate-based EM optimization for microwave filter design
F Feng, C Zhang, W Na, J Zhang, W Zhang, QJ Zhang
IEEE Microwave and Wireless Components Letters 29 (1), 2-4, 2018
572018
A novel deep neural network topology for parametric modeling of passive microwave components
J Jin, F Feng, J Zhang, S Yan, W Na, Q Zhang
IEEE Access 8, 82273-82285, 2020
462020
Parallel gradient-based EM optimization for microwave components using adjoint-sensitivity-based neuro-transfer function surrogate
F Feng, W Na, W Liu, S Yan, L Zhu, QJ Zhang
IEEE Transactions on Microwave Theory and Techniques 68 (9), 3606-3620, 2020
422020
ANNs for fast parameterized EM modeling: The state of the art in machine learning for design automation of passive microwave structures
F Feng, W Na, J Jin, W Zhang, QJ Zhang
IEEE Microwave Magazine 22 (10), 37-50, 2021
402021
A novel training approach for parametric modeling of microwave passive components using Padé via Lanczos and EM sensitivities
J Zhang, F Feng, W Zhang, J Jin, J Ma, QJ Zhang
IEEE Transactions on Microwave Theory and Techniques 68 (6), 2215-2233, 2020
392020
Advanced parallel space-mapping-based multiphysics optimization for high-power microwave filters
W Zhang, F Feng, W Liu, S Yan, J Zhang, J Jin, QJ Zhang
IEEE transactions on microwave theory and techniques 69 (5), 2470-2484, 2021
372021
Space mapping technique using decomposed mappings for GaN HEMT modeling
Z Zhao, L Zhang, F Feng, W Zhang, QJ Zhang
IEEE Transactions on Microwave Theory and Techniques 68 (8), 3318-3341, 2020
352020
Recent advances in neural network‐based inverse modeling techniques for microwave applications
J Jin, F Feng, W Na, S Yan, W Liu, L Zhu, QJ Zhang
International Journal of Numerical Modelling: Electronic Networks, Devices …, 2020
342020
EM-centric multiphysics optimization of microwave components using parallel computational approach
W Zhang, F Feng, S Yan, W Na, J Ma, QJ Zhang
IEEE Transactions on Microwave Theory and Techniques 68 (2), 479-489, 2020
342020
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