Research output per year
Research output per year
Search results
-
2024
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
-
2023
A Study on Machine Learning Assisted Accelerated Design of Microwave Structures
Zhou, Z., Wei, Z., Ren, J., Sun, N., Kang, J., Yin, Y. & Shen, M., Aug 2023, 2023 Photonics and Electromagnetics Research Symposium, PIERS 2023 - Proceedings. IEEE, p. 1189-1192 4 p. 10221453. (Photonics & Electromagnetics Research Symposium (PIERS)).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
-
Enhancing Performance of Machine Learning-Based Modeling of Electromagnetic Structures
Zhou, Z., Wei, Z., Ren, J., Yin, Y., Pedersen, G. F. & Shen, M., 19 Dec 2023, 2023 IEEE Conference on Antenna Measurements and Applications, CAMA. IEEE, p. 58-60 3 p. 10352704. (IEEE Conference on Antenna Measurements & Applications (CAMA)).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
Open AccessFile34 Downloads (Pure) -
Fast and Automatic Parametric Modeling of Antenna Structure Using CNN-LSTM Network for Efficient Data Generation
Wei, Z., Zhou, Z. & Shen, M., 2023, 2023 IEEE Conference on Antenna Measurements and Applications, CAMA 2023. IEEE, p. 61-64 4 p. (IEEE Conference on Antenna Measurements and Applications, CAMA).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
-
2021
Domain Knowledge Assisted Training Dataset Generation for Metasurface Designs
Wei, Z., Zhou, Z., Zhang, Y., Li, P., Ren, J., Yin, Y., Pedersen, G. F. & Shen, M., 2021, 2021 IEEE MTT-S International Wireless Symposium (IWS). IEEE, 3 p. 9499612Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
3 Citations (Scopus) -
Training of Deep Neural Networks in Electromagnetic Problems: a Case Study in Antenna Array Pattern Synthesis
Zhou, Z., Wei, Z., Zhang, Y., Wang, P., Ren, J., Yin, Y., Pedersen, G. F. & Shen, M., 2021, 2021 IEEE MTT-S International Wireless Symposium (IWS). IEEE, 3 p. 9499638Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
Open AccessFile4 Citations (Scopus)62 Downloads (Pure)