Radiation pattern and polarization reconfigurable antenna using dielectric liquid J Ren, Z Zhou, ZH Wei, HM Ren, Z Chen, Y Liu, YZ Yin IEEE Transactions on Antennas and Propagation 68 (12), 8174-8179, 2020 | 92 | 2020 |
Design and analysis of a wideband multiple-microstrip dipole antenna with high isolation Z Zhou, Z Wei, Z Tang, Y Yin IEEE Antennas and Wireless Propagation Letters 18 (4), 722-726, 2019 | 89 | 2019 |
Broadband filtering magnetoelectronic dipole antenna with quasi-elliptic gain response Z Wei, Z Zhou, Z Tang, JY Yin, J Ren, Y Yin IEEE Transactions on Antennas and Propagation 68 (4), 3225-3230, 2019 | 57 | 2019 |
Equivalent circuit theory-assisted deep learning for accelerated generative design of metasurfaces Z Wei, Z Zhou, P Wang, J Ren, Y Yin, GF Pedersen, M Shen IEEE Transactions on Antennas and Propagation 70 (7), 5120-5129, 2022 | 53 | 2022 |
Fully automated design method based on reinforcement learning and surrogate modeling for antenna array decoupling Z Wei, Z Zhou, P Wang, J Ren, Y Yin, GF Pedersen, M Shen IEEE Transactions on Antennas and Propagation 71 (1), 660-671, 2022 | 38 | 2022 |
Automated antenna design via domain knowledge-informed reinforcement learning and imitation learning Z Wei, Z Zhou, P Wang, J Ren, Y Yin, GF Pedersen, M Shen IEEE Transactions on Antennas and Propagation 71 (7), 5549-5557, 2023 | 20 | 2023 |
Representation learning-driven fully automated framework for the inverse design of frequency-selective surfaces Z Zhou, Z Wei, J Ren, Y Yin, GF Pedersen, M Shen IEEE Transactions on Microwave Theory and Techniques 71 (6), 2409-2421, 2023 | 18 | 2023 |
Transfer learning-assisted multi-element calibration method for active phase antenna array Z Zhou, Z Wei, J Ren, Y Yin, GF Pedersen, M Shen IEEE Transactions on Antennas and Propagation, 2022 | 15 | 2022 |
Two-order Deep Learning for Generalized Synthesis of Radiation Patterns for Antenna Arrays Z Zhou, Z Wei, J Ren, Y Yin, GF Pedersen, M Shen IEEE Transactions on Artificial Intelligence, 2022 | 13 | 2022 |
Compact and wideband differentially fed dual-polarized antenna with high common-mode suppression Z Zhou, Z Wei, Z Tang, Y Yin, J Ren IEEE Access 7, 108818-108826, 2019 | 13 | 2019 |
Training of deep neural networks in electromagnetic problems: A case study of antenna array pattern synthesis Z Zhou, Z Wei, Y Zhang, P Wang, J Ren, Y Yin, GF Pederson, M Shen 2021 IEEE MTT-S International Wireless Symposium (IWS), 1-3, 2021 | 9 | 2021 |
A high-quality data acquisition method for machine-learning-based design and analysis of electromagnetic structures Z Zhou, Z Wei, A Tahir, J Ren, Y Yin, GF Pedersen, M Shen IEEE Transactions on Microwave Theory and Techniques 71 (10), 4295-4306, 2023 | 8 | 2023 |
Bayesian-inspired sampling for efficient machine-learning-assisted microwave component design Z Zhou, Z Wei, J Ren, YX Sun, Y Yin, GF Pedersen, M Shen IEEE Transactions on Microwave Theory and Techniques 72 (2), 996-1007, 2023 | 7 | 2023 |
Domain Knowledge Assisted Training Dataset Generation for Metasurface Designs Z Wei, Z Zhou, Y Zhang, P Li, J Ren, Y Yin, GF Perdersen, M Shen 2021 IEEE MTT-S International Wireless Symposium (IWS), 1-3, 2021 | 6 | 2021 |
Fast and automatic parametric model construction of antenna structures using CNN–LSTM networks Z Wei, Z Zhou, P Wang, J Ren, Y Yin, GF Pedersen, M Shen IEEE Transactions on Antennas and Propagation 72 (2), 1319-1328, 2023 | 5 | 2023 |
Efficient digital signal recovery for satellite communications with active phased arrays Q Chen, Y Zhang, Z Zhou, Z Wang, OK Jensen, GF Pedersen, M Shen IEEE Microwave and Wireless Technology Letters 33 (5), 627-630, 2023 | 2 | 2023 |
Fast and Automatic 3D Modeling of Antenna Structure Using CNN-LSTM Network for Efficient Data Generation Z Wei, Z Zhou, P Wang, J Ren, Y Yin, GF Pedersen, M Shen arXiv preprint arXiv:2306.15530, 2023 | 1 | 2023 |
Application and Challenges of Machine Learning-Assisted Antenna Design Z Wei, Z Zhou, M Shen PhotonIcs and Electromagnetics Research Symposium, 2024 | | 2024 |
Image-Informed Deep Neural Network-Assisted Code Generator for Automatic Antenna Modeling Z Wei, Z Zhou, P Wang, J Ren, Y Yin, GF Pedersen, M Shen IEEE Transactions on Antennas and Propagation, 2024 | | 2024 |
Fast and Automatic Parametric Modeling of Antenna Structure Using CNN-LSTM Network for Efficient Data Generation Z Wei, Z Zhou, M Shen 2023 IEEE Conference on Antenna Measurements and Applications (CAMA), 61-64, 2023 | | 2023 |