153 citations · 282 across the 9 of their papers we have counts for
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eess.SP2021★ 153 cited
An Overview of Machine Learning Techniques for Radiowave Propagation Modeling
Aristeidis Seretis, Costas D. Sarris
We give an overview of recent developments in the modeling of radiowave propagation, based on machine learning algorithms. We identify the input and output specification and the ar…
eess.SP2020★ 26 cited
FDTD-Based Diffuse Scattering and Transmission Models for Ray-Tracing of Millimeter-Wave Communication Systems
Stefanos Bakirtzis, Takahiro Hashimoto, Costas D. Sarris
At millimeter-wave frequencies, diffuse scattering from rough surfaces is an important propagation mechanism. Including this mechanism in radio propagation modeling tools,such as r…
eess.SP2019★ 7 cited
Efficient Computation of High-Order Electromagnetic Field Derivatives for Multiple Design Parameters in FDTD
Kae-An Liu, Costas D. Sarris
This paper introduces a new computational framework to derive electromagnetic field derivatives with respect to multiple design parameters up to any order with the Finite-Differenc…