Learning-by-examples techniques as applied to electromagnetics

A Massa, G Oliveri, M Salucci, N Anselmi… - Journal of …, 2018 - Taylor & Francis
There is a wide number of problems in electromagnetic (EM) engineering that require a real-
time response or in which the input–output relationship is not a-priori known or cannot be …

Artificial intelligence: New frontiers in real-time inverse scattering and electromagnetic imaging

M Salucci, M Arrebola, T Shan… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In recent years, artificial intelligence (AI) techniques have been developed rapidly. With the
help of big data, massive parallel computing, and optimization algorithms, machine learning …

On the design of complex EM devices and systems through the system-by-design paradigm: A framework for dealing with the computational complexity

A Massa, M Salucci - IEEE Transactions on Antennas and …, 2021 - ieeexplore.ieee.org
The system-by-design (SbD) is an emerging engineering framework for the optimization-
driven design of complex electromagnetic (EM) devices and systems. More specifically, the …

Real-time NDT-NDE through an innovative adaptive partial least squares SVR inversion approach

M Salucci, N Anselmi, G Oliveri… - … on Geoscience and …, 2016 - ieeexplore.ieee.org
The real-time retrieval of the characteristics of a defect with eddy current testing in a
nondestructive testing and evaluation framework is addressed. An innovative statistical …

Old but not obsolete: Dimensional analysis in nondestructive testing and evaluation

A Tamburrino, A Sardellitti, F Milano, V Mottola… - NDT & E …, 2024 - Elsevier
This paper proposes dimensional analysis for solving Non-Destructive Testing & Evaluation
(NDT&E) problems. This is the first time that this approach has been adopted in the …

Fast design closure of compact microwave components by means of feature-based metamodels

A Pietrenko-Dabrowska, S Koziel - Electronics, 2020 - mdpi.com
Precise tuning of geometry parameters is an important consideration in the design of
modern microwave passive components. It is mandatory due to limitations of theoretical …

Demonstration of model-assisted probability of detection framework for ultrasonic inspection of cracks in compressor blades

D Lee, S Yoon, J Park, S Eum, H Cho - NDT & E International, 2022 - Elsevier
The fatigue crack detection capability of nondestructive testing was quantitatively evaluated
using the model-assisted probability of detection (MAPOD) process. A framework based on …

Adaptive metamodels for crack characterization in eddy-current testing

R Douvenot, M Lambert… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
In the framework of nondestructive eddy-current testing, an inversion method is proposed. It
relies on a metamodel-based optimization method: a fast optimization by means of a particle …

Solution of inverse problems in nondestructive testing by a kriging-based surrogate model

S Bilicz, M Lambert, S Gyimothy… - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
The inverse problems of electromagnetic nondestructive testing are often solved via the
solution of several forward problems. For the latter, precise numerical simulators are …

A nonlinear kernel-based adaptive learning-by-examples method for robust NDT/NDE of conductive tubes

M Salucci, N Anselmi, G Oliveri, P Rocca… - Journal of …, 2019 - Taylor & Francis
In this work, the real-time non-destructive testing and evaluation (NDT/NDE) of faulty
conductive tubes from eddy current (EC) measurements is addressed and solved in a …