Liyuan Xue
Research title: Towards Machine Learning-Assisted Electronic Design Automation: Microwave Filter, Power Amplifier and Semiconductor Device
The University of Glasgow uses cookies for analytics. Find out more about our Privacy policy.
Necessary cookies enable core functionality. The website cannot function properly without these cookies, and can only be disabled by changing your browser preferences.
Analytical cookies help us improve our website. We use Google Analytics. All data is anonymised.
Clarity helps us to understand our users’ behaviour by visually representing their clicks, taps and scrolling. All data is anonymised.
Research title: Towards Machine Learning-Assisted Electronic Design Automation: Microwave Filter, Power Amplifier and Semiconductor Device
Xue, L., Dixit, A. , Kumar, N. , Georgiev, V. and Liu, B. (2024) Machine Learning-Assisted Device Circuit Co-optimization: A Case Study on Inverter. IEEE Transactions on Electron Devices, (Accepted for Publication)
Liu, B. , Xue, L., Fan, H., Ding, Y., Imran, M. and Wu, T. (2024) An efficient and general automated power amplifier design method based on surrogate model assisted hybrid optimization technique. IEEE Transactions on Microwave Theory and Techniques, (Accepted for Publication)
Xue, L., Liu, B. , Yu, Y., Cheng, Q. S., Imran, M. and Qiao, T. (2023) An unsupervised microwave filter design optimization method based on a hybrid surrogate model-assisted evolutionary algorithm. IEEE Transactions on Microwave Theory and Techniques, 71(3), pp. 1159-1170. (doi: 10.1109/TMTT.2022.3219072)
Wang, J., Xue, L.-Y., Liu, B. and Li, C. (2022) Design of Terahertz InP pHEMT Using Machine Learning Assisted Global Optimization Techniques. In: European Microwave Week 2021, London, UK, 02-07 Apr 2022, pp. 67-70. ISBN 9781665447225 (doi: 10.23919/EuMIC50153.2022.9784068)
Xue, L., Dixit, A. , Kumar, N. , Georgiev, V. and Liu, B. (2024) Machine Learning-Assisted Device Circuit Co-optimization: A Case Study on Inverter. IEEE Transactions on Electron Devices, (Accepted for Publication)
Liu, B. , Xue, L., Fan, H., Ding, Y., Imran, M. and Wu, T. (2024) An efficient and general automated power amplifier design method based on surrogate model assisted hybrid optimization technique. IEEE Transactions on Microwave Theory and Techniques, (Accepted for Publication)
Xue, L., Liu, B. , Yu, Y., Cheng, Q. S., Imran, M. and Qiao, T. (2023) An unsupervised microwave filter design optimization method based on a hybrid surrogate model-assisted evolutionary algorithm. IEEE Transactions on Microwave Theory and Techniques, 71(3), pp. 1159-1170. (doi: 10.1109/TMTT.2022.3219072)
Wang, J., Xue, L.-Y., Liu, B. and Li, C. (2022) Design of Terahertz InP pHEMT Using Machine Learning Assisted Global Optimization Techniques. In: European Microwave Week 2021, London, UK, 02-07 Apr 2022, pp. 67-70. ISBN 9781665447225 (doi: 10.23919/EuMIC50153.2022.9784068)