Learning-by-examples techniques as applied to electromagnetics
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 …
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
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 …
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
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 …
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
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 …
nondestructive testing and evaluation framework is addressed. An innovative statistical …
Old but not obsolete: Dimensional analysis in nondestructive testing and evaluation
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 …
(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 …
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 …
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 …
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
The inverse problems of electromagnetic nondestructive testing are often solved via the
solution of several forward problems. For the latter, precise numerical simulators are …
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
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 …
conductive tubes from eddy current (EC) measurements is addressed and solved in a …