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Dingkang Lyu

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Open access Aug 2026

A Physics‐Informed Neural Network Approach to Fatigue Life Prediction Under Multi‐Level Loads

A fatigue life prediction model under multi‐level loading was developed to address reduced prediction accuracy associated with load sequence effects and load interactions. First, an improved nonlinear damage accumulation model was proposed based on the Pavlou damage accumulation framework. It was then embedded in the...

You Zhao, Zhang Dang, Guo-Qian Wei et al. · 0 citations

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