44 citations · 50 across the 4 of their papers we have counts for
5 papers
Inverse Design of Multi-band Reflective Polarizing Metasurfaces Using Generative Machine Learning
Parinaz Naseri, George Goussetis, Nelson J. G. Fonseca +1
Electromagnetic linear-to-circular polarization converters with wide- and multi-band capabilities can simplify antenna systems where circular polarization is required. Multi-band s…
Inverse Design and Experimental Verification of a Bianisotropic Metasurface Using Optimization and Machine Learning
Stewart Pearson, Parinaz Naseri, Sean V. Hum
Electromagnetic metasurfaces have attracted significant interest recently due to their low profile and advantageous applications. Practically, many metasurface designs start with a…
An Efficient Integral Equation Method for Full-wave Analysis of Inhomogeneous Electromagnetic Surfaces with Connected Conductors
Reza Gholami, Parinaz Naseri, Piero Triverio +1
In this paper, a generalized macromodeling approach is presented to simulate complex electromagnetic (EM) surfaces consisting of unit cells with connected conductors. Macromodels o…
A Combined Machine-Learning / Optimization-Based Approach for Inverse Design of Nonuniform Bianisotropic Metasurfaces
Parinaz Naseri, Stewart Pearson, Zhengzheng Wang +1
Electromagnetic metasurface design based on far-field constraints without the complete knowledge of the fields on both sides of the metasurface is typically a time consuming and it…
A Generative Machine Learning-Based Approach for Inverse Design of Multilayer Metasurfaces
Parinaz Naseri, Sean V. Hum
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 cy…