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Rekisei Ozawa

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Articles

Inductive Differential Constraint Method: Symbolic Regression-Based Partial Differential Equation Regularization for Fatigue Crack Growth Prediction

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By Yoshitaka WADA, Rekisei Ozawa, Z. S. Hosseini
| Wiley Online Library Verified
1 Introduction Structural strength and durability are central concerns in mechanical engineering. Fatigue failure, in particular, is the primary cause of damage in metal structures, accounting for more than 80% of structural failures in metallic components [1]. Cracks typically initiate at stress concentration sites and propagate under cyclic loading, eventually leading to catastrophic failure.
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