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Pierre Belanger

affiliation not provided to SSRN

SCHOLARLY PAPERS

4

DOWNLOADS

180

TOTAL CITATIONS

1

Scholarly Papers (4)

1.

Automatic Flaw Detection in Sectoral Scans Using Machine Learning

Number of pages: 10 Posted: 20 Nov 2023
affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 80 (809,932)
Citation 1

Abstract:

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Ultrasonic Testing, Full Matrix Capture, Total Focusing Method, Phased Array Ultrasonic Testing, Convolutional neural network, Flaw detection

2.

On the Use of a Transformer Neural Network to Deconvolve Ultrasonic Signals

Number of pages: 35 Posted: 21 Nov 2024
Thibault Sendra and Pierre Belanger
affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 60 (970,490)

Abstract:

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Corrosion, Deconvolution, Non-destructive evaluation, Time of Flight, Thickness measurement, Transformer neural network, Ultrasound

Enhanced Flaw Detection in Phased Array Ultrasonic Testing using Advanced Deep Learning Architectures

Number of pages: 24 Posted: 14 Apr 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 12 (1,598,105)

Abstract:

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Phased Array Ultrasonic Testing (PAUT), Convolutional Neural Network (CNN), Faster R-CNN, YOLO, Flaw, Classification

Enhanced Flaw Detection in Phased Array Ultrasonic Testing using Advanced Deep Learning Architectures

Number of pages: 24 Posted: 14 Apr 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 10 (1,614,412)

Abstract:

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Phased Array Ultrasonic Testing (PAUT), Convolutional Neural Network (CNN), Faster R-CNN, YOLO, Flaw, Classification

4.

Amplitude Reconstruction of Binary Ultrasonic Full Matrix Capture Using a Lightweight Vision Transformer

Number of pages: 34 Posted: 16 Jun 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 18

Abstract:

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Full Matrix Capture (FMC), Binary signals, Amplitude recovery, Total Focusing Method (TFM), Light-weight Transformer