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PhD in AI and Engineering - AI Techniques for Automated Design of Microwave Antennas


Project Description

Candidate students with AI, computer science or applied mathematics backgrounds are especially welcomed.
Applications are invited for a four-year fully funded PhD research studentship in AI techniques for automated design of microwave antennas in the Communications, Sensing and Imaging (CSI) Group, James Watt School of Engineering, University of Glasgow, Scotland, UK. The program is funded by one of the leading CAD companies, The MathWorks Inc. (the creator of MATLAB and SIMULINK). The PhD student will focus on research into surrogate model-assisted optimization techniques and corresponding CAD tool development: the final product will be available as part of the global MATLAB distribution and hence will have very wide international visibility. The studentship is expected to be available from 1st July 2020 (negotiable).
Machine learning and heuristic optimization-driven automated antenna design methodology is one of the strengths of the CSI group. Its SADEA algorithm series is widely used by many academic and industry users. For the design of complex antennas, the SADEA algorithm series is often the only viable solution. Given that SADEA-I is available in MATLAB 2020a, this project focuses on investigating next generation AI techniques for microwave antenna design. The source code will be provided to MathWorks and embedded in future MATLAB versions. Clearly, this will be a sound track record for the PhD student’s future career, either from industry or academic point of view.
Applicants should hold at least a first or upper-second class honors degree (or the equivalent, e.g. GPA greater than 3.3) in computer science, mathematics or engineering. Competence in mathematics and machine learning (at least one of these) is essential and evidence of extensive experience in programming is required. Experience with MATLAB is highly desirable. Knowledge of electromagnetic simulation and antennas is not required since the student will collaborate with antenna design researchers, but having such knowledge is highly desirable.


Inquiries to: Dr. Bo Liu
James Watt School of Engineering,
University of Glasgow,
Scotland
Telephone: +44 (0) 141 330 2000
E-mail:
https://www.gla.ac.uk/schools/engineering/staff/boliu/
Informal enquires are very welcome and should be made to Dr. Bo Liu via email. Please submit a full CV together with a covering letter describing how you meet the requirements.

Funding Notes

Funding is available to cover tuition fees for UK/EU/International applicants for 4 years, as well as paying a stipend for 4 years at the Research Council rate (£15,285 for Session 2020-21).

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