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Detection of Low-Velocity Impact Damage in Woven-Fabric Reinforced Thermoplastic Composite Laminates by Deep-Learning Classification Trained on Terahertz-Imaging Data

von Silitonga, Dicky J. ; Pomarede, Pascal ; Bawana, Niyem M. ; et al.

26ème Congrès Français de Mécanique; https://hal.science/hal-05319253; 26ème Congrès Français de Mécanique, Laboratoire d’Étude des Microstructures et de Mécanique des Matériaux LEM3, Aug 2025, Metz, France

Schlagworte: Convolutional Neural Networks (CNN); Nondestructive Evaluation; Terahertz; BVID; Glass-fiber reinforced polymer; [SPI.MECA.MEMA]Engineering Sciences [physics]/Mechanics [physics.med-ph]/Mechanics of materials [physics.class-ph]; [SPI.MECA.SOLID]Engineering Sciences [physics]/Mechanics [physics.med-ph]/Solid mechanics [physics.class-ph]
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6
Quantification of Low Velocity Impact Damage in Composite Laminates with Terahertz Pulsed Imaging ; Quantification des dommages causés par un impact à faible vitesse dans les stratifiés composites à l'aide de l'imagerie par impulsion térahertz

von Pomarede, Pascal ; Miqoi, Nada ; S. Citrin, David ; et al.

Journées Nationales sur les Composites 2025 ; https://hal.science/hal-05360168 ; Journées Nationales sur les Composites 2025, LMPS, Jun 2025, Gif-sur-Yvette, France

Schlagworte: Low-velocity impact; Damage detection; Terahertz pulse imaging; Non-Destructive Evaluation; Woven fiber reinforced composite; Détection de l'endommagement; Imagerie par impulsion térahertz; Contrôle Non Destructive; Composite renforcé de fibres tissées; Impact à faible énergie; [SPI]Engineering Sciences [physics]
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7
Ultrasonic guided waves interaction with cracks in the front glass of thin-film solar photovoltaic module

von Silitonga, Dicky ; Declercq, Nico F. ; Pomarède, Pascal ; et al.

In Solar Energy Materials and Solar Cells March 2023 251
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8
Learning the propagation properties of rectangular metal plates for Lamb wave-based mapping

von Ouabi, Othmane-Latif ; Pomarede, Pascal ; Declercq, Nico F. ; et al.

In Ultrasonics July 2022 123
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9
Monte-Carlo Localization on Metal Plates Based on Ultrasonic Guided Waves

von Ouabi, Othmane-Latif ; Pomarede, Pascal ; Geist, Matthieu ; et al.

Experimental Robotics : The 17th International Symposium. 19:345-353
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10
Mechanical Defects Detection on Solar Panel with Ultrasonic Guided Waves

von Silitonga, Dicky ; Declercq, Nico ; Pomarède, Pascal ; et al.

16ème Congrès Français d'Acoustique, CFA2022; https://hal.science/hal-03847754; 16ème Congrès Français d'Acoustique, CFA2022, Société Française d'Acoustique; Laboratoire de Mécanique et d'Acoustique, Apr 2022, Marseille, France

Schlagworte: [PHYS.MECA.ACOU]Physics [physics]/Mechanics [physics]/Acoustics [physics.class-ph]
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11
Determination of the process-induced microstructure of woven glass fabric reinforced polyamide 6.6/6 composite using terahertz pulsed imaging

von Calvo-de la Rosa, J. ; Pomarède, Pascal ; Antonik, P. ; et al.

ISSN: 0963-8695.

Schlagworte: Terahertz; Nondestructive evaluation (NDE); Image processing; GFRP; Woven fabrics; [SPI.MECA.MEMA]Engineering Sciences [physics]/Mechanics [physics.med-ph]/Mechanics of materials [physics.class-ph]; [SPI.MECA.SOLID]Engineering Sciences [physics]/Mechanics [physics.med-ph]/Solid mechanics [physics.class-ph]
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12
THz-Based monitoring of the deformation of the inner woven structure of glass fiber reinforced polymers

von Pomarède, Pascal ; Calvo-de la Rosa, Jaume ; Antonik, Piotr ; et al.

ISSN: 2156-342X.

Schlagworte: Terahertz (THz); Tensile test; Non-Destructive Evaluation (NDE); GFRP; [SPI]Engineering Sciences [physics]
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13
Visualization of subsurface damage in woven carbon fiber-reinforced composites using polarization-sensitive terahertz imaging

von Dong, Junliang ; Pomarède, Pascal ; Chehami, Lynda ; et al.

In NDT and E International October 2018 99:72-79
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14
Terahertz pulsed imaging of low velocity impact damage in woven fiber composite laminates

von Pomarède, Pascal ; Miqoi, Nada ; Christophe, David ; et al.

ISSN: 0021-9983.

Schlagworte: Woven fiber reinforced composite; Non-Destructive Evaluation; Low-velocity impact; Damage detection; Terahertz pulse imaging; [SPI]Engineering Sciences [physics]
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15
Determination of the process-induced microstructure of woven glass fabricreinforced polyamide 6.6/6 composite using terahertz pulsed imaging

von Calvo de la Rosa, Jaume ; Pomarède, Pascal ; Antonik, Piotr ; et al.

Articles publicats en revistes (Ciència dels Materials i Química Física)

Schlagworte: Processament d'imatges; Carbó; Microestructura; Image processing; Coal; Microstructure
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16
+Brettanomyces bruxellensis Displays Variable Susceptibility to Chitosan Treatment in Wine

von Margot Paulin ; Cécile Miot-Sertier ; Lucie Dutilh ; et al.

Frontiers in Microbiology, Vol 11 (2020)

Schlagworte: chitosan; Brettanomyces bruxellensis; antiseptic; wine; spoilage; volatile phenols; Microbiology; QR1-502
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17
Assessing the number of twists of stranded wires using ultrasound

von Pomarède Pascal ; Ahmed Mohamed Esam Eldin Tagelsir ; Declercq Nico Felicien

Acta Acustica, Vol 7, p 17 (2023)

Schlagworte: twisted wires; stranded wires; ultrasound; non-destructive evaluation; Acoustics in engineering. Acoustical engineering; TA365-367; Acoustics. Sound; QC221-246
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18
Ultrasonic investigation of the effect of compressive strains on 3D periodic bi-material structures

von Chehami Lynda ; Liu Jingfei ; Pomarède Pascal ; et al.

Acta Acustica, Vol 6, p 26 (2022)

Schlagworte: ultrasound; compressive strain; periodic bi-material structure; bragg diffraction; comb filtering effect; Acoustics in engineering. Acoustical engineering; TA365-367; Acoustics. Sound; QC221-246
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19
Application of Ultrasonic Coda Wave Interferometry for Micro-cracks Monitoring in Woven Fabric Composites

von Pomarède, Pascal ; Chehami, Lynda ; Declercq, Nico F. ; et al.

Journal of Nondestructive Evaluation. 38(1)
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20
Effects of path length on the linear and non-linear ultrasonic characterization of soft materials

von Mohamed, Esam Eldin Ahmed ; Pomarede, Pascal ; Mathieu, Laurence ; et al.

Forum Acusticum ; https://hal.science/hal-03233971 ; Forum Acusticum, Dec 2020, Lyon, France. pp.3395-3397, ⟨10.48465/fa.2020.0770⟩

Schlagworte: Velocity of ultrasound; Non-linear; Path length; Ultrasound; [PHYS.MECA.ACOU]Physics [physics]/Mechanics [physics]/Acoustics [physics.class-ph]; [PHYS.MECA.VIBR]Physics [physics]/Mechanics [physics]/Vibrations [physics.class-ph]
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21
Monte-Carlo Localization on Metal Plates Based on Ultrasonic Guided Waves

von Ouabi, Othmane-Latif ; Pomarede, Pascal ; Geist, Matthieu ; et al.

International Symposium on Experimental Robotics ; https://hal.science/hal-03120508 ; International Symposium on Experimental Robotics, Nov 2020, Malte, Malta

Schlagworte: [SPI]Engineering Sciences [physics]; [INFO.INFO-RB]Computer Science [cs]/Robotics [cs.RO]
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22
Damage Evaluation in Woven Glass Reinforced Polyamide 6.6/6 Composites Using Ultrasound Phase-Shift Analysis and X-ray Tomography

von Pomarède, Pascal ; Meraghni, Fodil ; Peltier, Laurent ; et al.

Journal of Nondestructive Evaluation. 37(1)
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23
A FastSLAM Approach Integrating Beamforming Maps for Ultrasound-based Robotic Inspection of Metal Structures

von Ouabi, Othmane-Latif ; Pomarede, Pascal ; Geist, Matthieu ; et al.

ISSN: 2377-3766 ; IEEE Robotics and Automation Letters ; https://hal.science/hal-03017841 ; IEEE Robotics and Automation Letters, 2021.

Schlagworte: [INFO.INFO-RB]Computer Science [cs]/Robotics [cs.RO]; [INFO.INFO-TS]Computer Science [cs]/Signal and Image Processing; [SPI.ACOU]Engineering Sciences [physics]/Acoustics [physics.class-ph]
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24
Post-impact damage characterization of woven glass reinforced polyamide 6.6/6 composites: permanent indentation measurements and X-Ray tomography ; Caractérisation de l'endommagement post-impact dans un composite PA6.6/6-Sergé2.2 : indentation permanente et micro-tomographie X

von Miqoi, Nada ; Pomarede, Pascal ; Meraghni, Fodil ; et al.

21ème Journées Nationales sur les Composites; https://hal.science/hal-02420758; 21ème Journées Nationales sur les Composites, Jul 2019, Bordeaux, Talence, France. 2019

Schlagworte: Damage; impact; Non-destructive evaluation; permanent indentation; ultrasound; indentation permanente; Endommagement; ultrasons; contrôle non-destructif; [SPI.MECA.MSMECA]Engineering Sciences [physics]/Mechanics [physics.med-ph]/Materials and structures in mechanics [physics.class-ph]
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25
Caractérisation de l’endommagement post-impact dans un composite PA6.6/6- Sergé2.2 : indentation permanente et micro-tomographie X ; Caractérisation de l’endommagement post-impact dans un composite PA6.6/6- Sergé2.2 : indentation permanente et micro-tomographie X: Post-impact damage characterization of woven glass reinforced polyamide 6.6/6 composites : permanent indentation measurements and X-Ray tomography

von Miqoi, Nada ; Pomarede, Pascal ; Meraghni, Fodil ; et al.

Comptes Rendus des JNC 21 ; JNC 21: Journées Nationales sur les Composites 2019 ; https://hal.science/hal-02272879 ; JNC 21: Journées Nationales sur les Composites 2019, Jul 2019, Bordeaux, France. pp.236561

Schlagworte: contrôle non-destructif; ultrasons; indentation permanente; impact; Endommagement; [SPI.MECA.MEMA]Engineering Sciences [physics]/Mechanics [physics.med-ph]/Mechanics of materials [physics.class-ph]; [SPI.MECA.SOLID]Engineering Sciences [physics]/Mechanics [physics.med-ph]/Solid mechanics [physics.class-ph]
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