| 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 | 184 | 2015 |
| 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 | 156 | 2019 |
| 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 | 139 | 2015 |
| 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 | 102 | 2018 |
| 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 | 87 | 2017 |
| 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 | 81 | 2014 |
| 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 | 78 | 2019 |
| 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 | 69 | 2016 |
| 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 | 67 | 2018 |
| 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 | 63 | 2020 |
| 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 | 59 | 2022 |
| 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 | 57 | 2018 |
| 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 | 46 | 2020 |
| 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 | 41 | 2020 |
| 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 | 38 | 2021 |
| 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 | 38 | 2020 |
| 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 | 35 | 2020 |
| 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 | 34 | 2020 |
| 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 | 33 | 2021 |
| Advanced extrapolation technique for neural-based microwave modeling and design W Na, W Liu, L Zhu, F Feng, J Ma, QJ Zhang IEEE Transactions on Microwave Theory and Techniques 66 (10), 4397-4418, 2018 | 33 | 2018 |
Q.J. ZhangProfessor of Electronics, Carleton UniversityVerified email at doe.carleton.ca
