Physics-Informed Neural Network for Ultrasound Nondestructive Quantification of Surface Breaking Cracks

Author:

Shukla Khemraj,Di Leoni Patricio Clark,Blackshire James,Sparkman Daniel,Karniadakis George Em

Publisher

Springer Science and Business Media LLC

Subject

Mechanical Engineering,Mechanics of Materials

Reference23 articles.

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3. Baydin, A.G., Pearlmutter, B.A., Radul, A.A., Siskind, J.M.: Automatic differentiation in machine learning: a survey. J. Mach. Learn. Res. 18(153), 1–43 (2018)

4. Blackshire, J.L.: Ultrasonic scattering from complex crack morphology features. In: 2012 IEEE International Ultrasonics Symposium, pp. 248–251. IEEE (2012)

5. Blackshire, J.L.: Enhanced damage characterization using wavefield imaging methods. In: AIP Conference Proceedings, vol. 1806, p. 090008. AIP, College Park (2017)

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