activity
20142021
most citedAn Overview of Machine Learning Techniques for Radiowave Propagation Modeling

153 citations · 282 across the 9 of their papers we have counts for

collaborators

9 papers

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…

cs.CE2020★ 7 cited

An Expedient Approach to FDTD-based Modeling of Finite Periodic Structures

Aaron J. Kogon, Costas D. Sarris

This paper proposes an efficient FDTD technique for determining electromagnetic fields interacting with a finite-sized 2D and 3D periodic structures. The technique combines periodi…

physics.comp-ph2020★ 5 cited

FDTD Modeling of Periodic Structures: A Review

Aaron J. Kogon, Costas D. Sarris

This paper reviews the state of the art of periodic boundary conditions (PBCs) in Finite-Difference Time-Domain (FDTD) simulations. The mathematical principles and 3D FDTD implemen…

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…

math.NA2019★ 2 cited

Computation of High-Order Electromagnetic Field Derivatives with FDTD and the Complex-Step Derivative Approximation

Kae-An Liu, Hans-Dieter Lang, Costas D. Sarris

This paper introduces a new approach for the computation of electromagnetic field derivatives, up to any order, with respect to the material and geometric parameters of a given geo…

math.OC2017★ 50 cited

Optimization of Wireless Power Transfer Systems Enhanced by Passive Elements and Metasurfaces

Hans-Dieter Lang, Costas D. Sarris

This paper presents a rigorous optimization technique for wireless power transfer (WPT) systems enhanced by passive elements, ranging from simple reflectors and intermedi- ate rela…

math.OC2017★ 17 cited

Semidefinite Relaxation-Based Optimization of Multiple-Input Wireless Power Transfer Systems

Hans-Dieter Lang, Costas D. Sarris

An optimization procedure for multi-transmitter (MISO) wireless power transfer (WPT) systems based on tight semidefinite relaxation (SDR) is presented. This method ensures physical…

cs.CE2014★ 15 cited

Structure-Preserving Reduction of Finite-Difference Time-Domain Equations with Controllable Stability Beyond the CFL Limit

Xihao Li, Costas D. Sarris, Piero Triverio

The timestep of the Finite-Difference Time-Domain method (FDTD) is constrained by the stability limit known as the Courant-Friedrichs-Lewy (CFL) condition. This limit can make FDTD…