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Journal Articles

Evaluating Model Robustness for Defect Identification and Classification in a Composite Aerostructure Material

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Austin Yunker, Rami Lake, Rajkumar Kettimuthu, Zachary Kral
Journal: Journal of Nondestructive Evaluation, Diagnostics and Prognostics of Engineering Systems
Publisher: ASME
Article Type: Research Papers
ASME J Nondestructive Evaluation. February 2025, 8(1): 011001.
Paper No: NDE-23-1045
https://doi.org/10.1115/1.4065474
Published Online: July 26, 2024
View Articletitled, Evaluating Model Robustness for Defect Identification and Classification in a Composite Aerostructure Material
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Topics: Composite materials, Convolutional neural networks, Deep learning, Nondestructive evaluation, Robustness, Signals, Architecture, Ultrasonic testing, Inspection, Testing
Proceedings Papers

Comparative Study on Deep Learning Methods for Defect Identification and Classification in Composite Aerostructure Material

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Austin Yunker, Rami Lake, Rajkumar Kettimuthu, Zach Kral
Proc. ASME. QNDE2023, 2023 50th Annual Review of Progress in Quantitative Nondestructive Evaluation, V001T05A001, July 24–27, 2023
Publisher: American Society of Mechanical Engineers
Paper No: QNDE2023-108602
https://doi.org/10.1115/QNDE2023-108602
View Paper titled, Comparative Study on Deep Learning Methods for Defect Identification and Classification in Composite Aerostructure Material
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Topics: Composite materials, Ultrasonic testing