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O. Mülkoğlu

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Open access Sep 2026

A physics-constrained framework for fatigue data augmentation of post-weld treated joints: censored S–N estimation with an exploratory generative component

The fatigue performance of welded joints has been significantly enhanced through various post-weld improvement techniques, with Tungsten Inert Gas (TIG) dressing and High-Frequency Mechanical Impact (HFMI) treatment emerging as prominent methods. While extensive experimental research has demonstrated the effectiv...

O. Mülkoğlu, Melih Kandemir, H. Yıldırım · 0 citations

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