Research output per year
Research output per year
Personal profile
Research profile
Zhao's current interest is on machine learning-assisted acceleration method for design and optimization of electromagnetic components such as antennas, meta-surfaces, microwave filters etc..
Keywords
- Electronics
- Antennas
- Machine Learning
- Deep Learning
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Collaborations from the last five years
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Application and Challenges of Machine Learning-Assisted Antenna Design
Wei, Z., Zhou, Z. & Shen, M., 2024, (Accepted/In press) PhotonIcs and Electromagnetics Research Symposium.Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
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Bayesian Inspired Sampling for Efficient Machine Learning Assisted Microwave Component Design
Zhou, Z., Wei, Z., Ren, J., Sun, Y-X., Yin, Y., Pedersen, G. F. & Shen, M., 1 Feb 2024, In: I E E E Transactions on Microwave Theory and Techniques. 72, 2, p. 996-1007 12 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Fast and Automatic Parametric Model Construction of Antenna Structures Using CNN-LSTM Networks
Wei, Z., Zhou, Z., Wang, P., Ren, J., Yin, Y., Pedersen, G. F. & Shen, M., 1 Feb 2024, In: IEEE Transactions on Antennas and Propagation. 72, 2, p. 1319-1328 10 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Image-Informed Deep Neural Network-Assisted Code Generator for Automatic Antenna Modeling
Wei, Z., Zhou, Z., Wang, P., Ren, J., Yin, Y., Pedersen, G. F. & Shen, M., 2024, (Submitted) In: I E E E Transactions on Antennas and Propagation.Research output: Contribution to journal › Journal article › Research › peer-review
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A High-Quality Data Acquisition Method for Machine-Learning-Based Design and Analysis of Electromagnetic Structures
Zhou, Z., Wei, Z., Tahir, A., Ren, J., Yin, Y., Pedersen, G. F. & Shen, M., 1 Oct 2023, In: IEEE Transactions on Microwave Theory and Techniques. 71, 10, p. 4295-4306 12 p.Research output: Contribution to journal › Journal article › Research › peer-review
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