Author ORCID Identifier
https://orcid.org/0000-0001-9945-5125
Defense Date
2024
Document Type
Dissertation
Degree Name
Doctor of Philosophy
Department
Electrical & Computer Engineering
First Advisor
Erdem Topsakal
Second Advisor
Sherif Abdelwahed
Third Advisor
Milos Manic
Fourth Advisor
Bridget McInnes
Fifth Advisor
Yanxiao Zhao
Abstract
The Antenna Calculation and Autotuning Tool (AntennaCAT) software suite represents a significant advancement in the field of antenna design by automating the entire design, CAD, simulation, and optimization process compatible with several EM simulation software suites. It is the first comprehensive implementation of machine learning in this context. In particular, this work includes the capability to create and export structured datasets from the aforementioned EM software for iterative improvement and includes an expandable selection of optimizers.
Rights
© The Author
Is Part Of
VCU University Archives
Is Part Of
VCU Theses and Dissertations
Date of Submission
9-20-2024
Included in
Electromagnetics and Photonics Commons, Numerical Analysis and Scientific Computing Commons