- Selected Papers
- M. Li, Q. -J. Zhang, F. Feng*, Z. Li, T. He, S. Zhong, K. Ma, "A Scalable Knowledge-Based Neural Network Model for GaN HEMTs With Accurate Trapping and Self-Heating Effects Characterization," IEEE Transactions on Microwave Theory and Techniques, early access, Jan. 2023.
- F. Feng, J. Xue, J. Zhang*, M. Li, W. Liu and Q. -J. Zhang, "Concise and Compatible MOR-Based Self-Adjoint EM Sensitivity Analysis for Fast Frequency Sweep," IEEE Transactions on Microwave Theory and Techniques, early access, Jan. 2023.
- J. Zhang, J. W. You*, F. Feng, W. Na, Z. C. Lou, Q. -J. Zhang and T. J. Cui*, "Physics-Driven Machine-Learning Approach Incorporating Temporal Coupled Mode Theory for Intelligent Design of Metasurfaces," IEEE Transactions on Microwave Theory and Techniques, pp. 1-13, Jan. 2023.
- M. Li, Q. -J. Zhang, F. Feng*, J. Xue, W. Liu and Q. Lin, "Mesh Morphing-Embedded Space Mapping Optimization for Waveguide Components With Arc Structures," IEEE Microwave and Wireless Technology Letters, pp. 1-4, Jan. 2023.
- [34] C. Yu, Q. Li, F. Feng* and Q. -J. Zhang, "Convolutional Neural Network With Adaptive Batch-Size Training Technique for High-Dimensional Inverse Modeling of Microwave Filters," IEEE Microwave and Wireless Components Letters, vol. 33, no. 2, pp. 122-125, Feb. 2023.
- [33] J. Cui, F. Feng, J. Zhang*, L. Zhu and Q. -J. Zhang, "Bayesian-Assisted Multilayer Neural Network Structure Adaptation Method for Microwave Design," IEEE Microwave and Wireless Components Letters, vol. 33, no. 1, pp. 3-6, Jan. 2023.
- F. Charoosaei, M. Noohi, S. A. Sadrossadat, A. Mirvakili, W. Na* and F. Feng, "High-Order Deep Recurrent Neural Network With Hybrid Layers for Modeling Dynamic Behavior of Nonlinear High-Frequency Circuits," IEEE Transactions on Microwave Theory and Techniques, vol. 70, no. 12, pp. 5340-5358, Dec. 2022.
- [44] W. Liu, F. Feng*, Y. Zhuo, J. Zhang, Q. Lin, K. Ma and Q. -J. Zhang, "Electromagnetic Parametric Modeling Using Combined Neural Networks and RLGC-Based Eigenfunctions for Two-Port Microstrip Structures," IEEE Transactions on Microwave Theory and Techniques, vol. 70, no. 11, pp. 4666-4682, Nov. 2022.
- [43] Y. Zhuo, F. Feng*, J. Zhang and Q. -J. Zhang, "Parametric Modeling Incorporating Joint Polynomial-Transfer Function With Neural Networks for Microwave Filters," IEEE Transactions on Microwave Theory and Techniques, vol. 70, no. 11, pp. 4652-4665, Nov. 2022.
- [42] A. Faraji, M. Noohi, S. A. Sadrossadat, A. Mirvakili, W. Na* and F. Feng, "Batch-Normalized Deep Recurrent Neural Network for High-Speed Nonlinear Circuit Macromodeling," IEEE Transactions on Microwave Theory and Techniques, vol. 70, no. 11, pp. 4857-4868, Nov. 2022.