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 | 112 | 2022 |
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 | 106 | 2018 |
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 | 91 | 2019 |
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 | 81 | 2018 |
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 | 70 | 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 | 56 | 2020 |
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 | 50 | 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 | 48 | 2021 |
Parametric modeling of EM behavior of microwave components using combined neural networks and hybrid-based transfer functions Z Zhao, F Feng, W Zhang, J Zhang, J Jin, QJ Zhang IEEE Access 8, 93922-93938, 2020 | 32 | 2020 |
Electromagnetic metamaterials: From classical to quantum J You, Q Ma, L Zhang, C Liu, J Zhang, S Liu, T Cui Electromagnetic Science 1 (1), 1-33, 2023 | 31 | 2023 |
Parallel Space-Mapping Based Yield-Driven EM Optimization Incorporating Trust Region Algorithm and Polynomial Chaos Expansion J. Zhang, F. Feng, W. Na, S. Yan, QJ. Zhang IEEE Access 7 (1), 143673-143683, 2019 | 31 | 2019 |
Efficient EM topology optimization incorporating advanced matrix Padé via Lanczos and genetic algorithm for microwave design J Jin, F Feng, J Zhang, J Ma, QJ Zhang IEEE Transactions on Microwave Theory and Techniques 69 (8), 3645-3666, 2021 | 29 | 2021 |
Parameterized modeling incorporating MOR-based rational transfer functions with neural networks for microwave components J Zhang, J Chen, Q Guo, W Liu, F Feng, QJ Zhang IEEE Microwave and Wireless Components Letters 32 (5), 379-382, 2022 | 28 | 2022 |
Adaptively weighted yield-driven EM optimization incorporating neurotransfer function surrogate with applications to microwave filters J Zhang, F Feng, J Jin, W Zhang, Z Zhao, QJ Zhang IEEE Transactions on Microwave Theory and Techniques 69 (1), 518-528, 2020 | 27 | 2020 |
Parallel decomposition approach to wide-range parametric modeling with applications to microwave filters W Zhang, F Feng, J Zhang, Z Zhao, J Ma, QJ Zhang IEEE Transactions on Microwave Theory and Techniques 68 (12), 5288-5306, 2020 | 27 | 2020 |
Efficient yield estimation of microwave structures using mesh deformation-incorporated space mapping surrogates J Zhang, F Feng, J Jin, QJ Zhang IEEE Microwave and Wireless Components Letters 30 (10), 937-940, 2020 | 25 | 2020 |
Parametric modeling incorporating joint polynomial-transfer function with neural networks for microwave filters Y Zhuo, F Feng, J Zhang, QJ Zhang IEEE Transactions on Microwave Theory and Techniques 70 (11), 4652-4665, 2022 | 24 | 2022 |
Advanced cognition-driven EM optimization incorporating transfer function-based feature surrogate for microwave filters J Jin, F Feng, W Na, J Zhang, W Zhang, Z Zhao, QJ Zhang IEEE Transactions on Microwave Theory and Techniques 69 (1), 15-28, 2020 | 23 | 2020 |
Adjoint EM sensitivity analysis for fast frequency sweep using matrix Padé via Lanczos technique based on finite-element method F Feng, J Zhang, J Jin, W Zhang, Z Zhao, QJ Zhang IEEE Transactions on Microwave Theory and Techniques 69 (5), 2413-2428, 2021 | 22 | 2021 |
Physics-driven machine-learning approach incorporating temporal coupled mode theory for intelligent design of metasurfaces J Zhang, JW You, F Feng, W Na, ZC Lou, QJ Zhang, TJ Cui IEEE Transactions on Microwave Theory and Techniques 71 (7), 2875-2887, 2023 | 19 | 2023 |