A generative machine learning-based approach for inverse design of multilayer metasurfaces
The synthesis of a metasurface exhibiting a specific set of desired scattering properties is a
time-consuming and resource-demanding process, which conventionally relies on many …
time-consuming and resource-demanding process, which conventionally relies on many …
A combined machine-learning/optimization-based approach for inverse design of nonuniform bianisotropic metasurfaces
Electromagnetic metasurface (EMMS) design based on far-field (FF) constraints without the
complete knowledge of the fields on both sides of the metasurface is typically a time …
complete knowledge of the fields on both sides of the metasurface is typically a time …
Transmitarray antenna design using forward and inverse neural network modeling
Transmitarray work begins with the setting up of a database of transmission coefficients
versus element parameters. This database has to be inverted as part of the design process …
versus element parameters. This database has to be inverted as part of the design process …
A beam-splitting bianisotropic metasurface designed by optimization and machine learning
Electromagnetic metasurfaces have attracted significant interest recently due to their low
profile and advantageous applications. Practically, many metasurface designs start with a …
profile and advantageous applications. Practically, many metasurface designs start with a …
Inverse Design of Metasurfaces Using Machine Learning Techniques
P Naseri - 2023 - search.proquest.com
These days, devices employing electromagnetic waves, such as antennas, have been
intertwined with everyday life such that they are now unrecognizable by a general user …
intertwined with everyday life such that they are now unrecognizable by a general user …
Inverse Design and Experimental Verification of a Bianisotropic Metasurface Using Optimization and Machine Learning
Electromagnetic metasurfaces have attracted significant interest recently due to their low
profile and advantageous applications. Practically, many metasurface designs start with a …
profile and advantageous applications. Practically, many metasurface designs start with a …
ИСКУССТВЕННЫЕ НЕЙРОННЫЕ СЕТИ ДЛЯ ПРОЕКТИРОВАНИЯ И АНАЛИЗА АНТЕНН
АЕ Каменсков, ДВ Кусайкин - … технологии: актуальные вопросы …, 2022 - elibrary.ru
В работе представлен обзор текущего состояния области применения нейронных
сетей в задаче синтеза антенн с помою, таких как метаповерхностные антенны и …
сетей в задаче синтеза антенн с помою, таких как метаповерхностные антенны и …