Knowledge‐Based Globalized Optimization of High‐Frequency Structures Using Inverse Surrogates

Pietrenko‐Dabrowska, Anna; Koziel, Slawomir

doi:10.1002/9781119853923.ch14

Advances in Electromagnetics Empowered by Artificial Intelligence and Deep Learning 2023

DOI: 10.1002/9781119853923.ch14

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Knowledge‐Based Globalized Optimization of High‐Frequency Structures Using Inverse Surrogates

Anna Pietrenko‐Dabrowska,

Slawomir Koziel

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2024

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Cited by 1 publication

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Automated Design of Antennas Using AI Techniques: A Review of Contemporary Methods and Applications

Akinsolu,

Hua,

Liu

2024

2024 18th European Conference on Antennas and Propagation (EuCAP)

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The automated design of antennas made possible through the use of artificial intelligence (AI) techniques is attracting much attention. This development can be mainly attributed to the reduced design time and the higher quality of design solutions that AI-driven antenna optimization methods provide in comparison to their more traditional counterparts. Due to the growing need to fulfill more stringent design specifications and functional requirements for both present-day and future wireless communication systems, the design and development of antennas and antenna systems have increased both in scope and complexity, such that conventional methodologies are often not fit for an efficient practical implementation. In this paper, a brief overview of some of the latest AI-based techniques for the design and optimization of contemporary antennas is provided with the goal of providing information on recent research to researchers in this growing area of interest.

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Automated Design of Antennas Using AI Techniques: A Review of Contemporary Methods and Applications

Akinsolu,

Hua,

Liu

2024

2024 18th European Conference on Antennas and Propagation (EuCAP)

View full text Add to dashboard Cite

show abstract

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Knowledge‐Based Globalized Optimization of High‐Frequency Structures Using Inverse Surrogates

Cited by 1 publication

References 80 publications

Automated Design of Antennas Using AI Techniques: A Review of Contemporary Methods and Applications

Automated Design of Antennas Using AI Techniques: A Review of Contemporary Methods and Applications

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