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1 Introduction Metal materials such as aluminum alloys, titanium alloys, and steels are widely used in safety-critical engineering structures, including rail transport, aerospace, and shipbuilding. During service, these structures are inevitably subjected to variable-amplitude cyclic loading, making fatigue failure a major threat to structural safety.
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