[340401-05] MS-10-3

1:00 PM - 1:20 PM JST(4:00 AM - 4:20 AM UTC)

[340401-05-01] GNN-Based Defect Detection Frameworks for Complex-Shaped CFRP Specimens Adaptable to Multiple Defect Shapes Based on Stress Distributions by Homogenized Finite Element Analysis

*Yuta Kojima¹, Julien Yvonnet², Yoshihisa Harada³, Mayu Muramatsu¹ (1. Keio university, 2. Gustave Eiffel University, 3. National Institute of Advanced Industrial Science and Technology)

Keywords:

Machine learning,Nondestructive testing,Finite element method,Carbon-fiber-reinforced plastic,Graph Neural Network