Search Results for author: Antonios Giannopoulos

Found 2 papers, 2 papers with code

Date Published Github Stars

Machine Learning Based Forward Solver: An Automatic Framework in gprMax

1 code implementation • 23 Nov 2021 • Utsav Akhaury, Iraklis Giannakis, Craig Warren, Antonios Giannopoulos

General full-wave electromagnetic solvers, such as those utilizing the finite-difference time-domain (FDTD) method, are computationally demanding for simulating practical GPR problems.

BIG-bench Machine Learning Dimensionality Reduction +1

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Paper
Code

Modelling Arbitrary Complex Dielectric Properties -- an automated implementation for gprMax

1 code implementation • 4 Sep 2021 • Sylwia Majchrowska, Iraklis Giannakis, Craig Warren, Antonios Giannopoulos

There is a need to accurately simulate materials with complex electromagnetic properties when modelling Ground Penetrating Radar (GPR), as many objects encountered with GPR contain water, e. g. soils, curing concrete, and water-filled pipes.

GPR

0
Paper
Code
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