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Basics
| Name | Tao Wu |
| t.wu.1@research.gla.ac.uk | |
| Summary | PhD student in RF & AI |
Work
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2025.06 - 2025.09 Research Intern
EM & RF, MathWorks
Develop and study optimization techniques and large language models.
Education
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2023.10 - 2027.10 Glasgow, UK
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2022.08 - 2023.08 Atlanta, GA
Master of Science
Georgia Institute of Technology
Computer Science (Specialization: machine learning)
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2018.09 - 2022.06 Chengdu, China
Bachelor of Engineering (Honours)
University of Glasgow & University of Electronic Science and Technology of China (UESTC)
Electronic Engineering
Awards
- 2023.10.01
- 2023.09.18
- 2021.04.23
- 2021.09.30
Scholarship for Academic Excellence
University of Electronic Science and Technology of China
Certificates
| Deep Learning | ||
| Coursera | 2022-07-13 |
| Machine Learning | ||
| Coursera | 2022-07-13 |
Publications
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2025.04.25 LEAM: A prompt-only large language model-enabled antenna modeling method
arXiv
The first large language model-enabled antenna modeling (LEAM) method.
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2025.04.04 An efficient method for complex digitally coded antenna design based on evolutionary computation and machine learning techniques
IEEE
A new optimization method for pixelized antennas with a resolution of 2000 or higher.
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2024.12.31 An efficient and general automated power amplifier design method based on surrogate model assisted hybrid optimization technique
IEEE
Application of Bayesian neural network as a surrogate model for power amplifer design.
Skills
| Machine Learning | |
| Machine Learning | |
| Deep Learning | |
| Large Language Models | |
| Torch |
| RF design | |
| Antennas | |
| Microwave filters | |
| Pixelized antennas | |
| CST & HFSS |
Languages
| Chinese | |
| Native speaker |
| English | |
| Fluent |