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SI: IGF26 - 26th International Conference on Fracture and Structural Integrity Views: 755 Downloads: 661 Vol. 16, No. 59 (2022) December 22, 2021 pp. 359-373

A probabilistic fatigue crack growth life approach to the definition of inspection intervals for railway axles

C. Mallor, S. Calvo, J.L. Nuñez, R. Rodriguez-Barrachina, A. Landaberea

Different options that rely on fracture mechanics are currently used in engineering during the design and assessment of components. One of the most important aspects is the time taken for a crack to extend to its critical size. If this…

10.3221/IGF-ESIS.59.24

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Integrity of materials and structures Views: 415 Downloads: 241 Vol. 20, No. 76 (2026) January 2, 2026 pp. 17-30

Guided waves with machine learning for structural health monitoring: transparent features and Monte Carlo confidence

Brazalez Juan, Nabarrete Airton

Reliable discrimination of small damage states under operational variability requires uncertainty aware Structural Health Monitoring. A pipeline is presented that couples guided wave physics with supervised machine learning to classify…

10.3221/IGF-ESIS.76.02

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A probabilistic fatigue crack growth life approach to the definition of inspection intervals for railway axles

Guided waves with machine learning for structural health monitoring: transparent features and Monte Carlo confidence