The Potential for Material Property Characterization Using Physics-Informed Neural Networks and Ultrasonic Wave Data

Author:

Lee Sangmin1,Popovics John S.1

Affiliation:

1. Department of Civil and Environmental Engineering, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA

Publisher

Informa UK Limited

Reference55 articles.

1. S. Mindess, J. F. Young, and D. Darwin, Concrete (Hoboken, New Jersey, Prentice Hall, 2003).

2. T. J. Bruno et al. ASM Handbook, Volume 10-Materials Characterization (ASM International, Materials Park, OH, 2019).

3. Composite Materials

4. ASTM C805/C805M-18 Test method for rebound number of hardened concrete ASTM International 2018.

5. ASTM C1383-15, Test Method for Measuring the P-Wave Speed and the Thickness of Concrete Plates Using the Impact-Echo Method (West Conshohocken, Pennsylvania, ASTM International, 2015).

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