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A machine learning and multi-source authentic data-driven framework for accurate fatigue life prediction of welds in existing steel bridge decks

Haiping Zhang, Lei Zhao, Fanghuai Chen, Yuan Luo, Xinhui Xiao, Yang Liu, Yang Deng

2026Thin-Walled Structures24 citationsDOI

Topics & Concepts

Bridge (graph theory)EngineeringWeldingArtificial intelligenceMachine learningComputer scienceStructural engineeringForensic engineeringExpert systemKey (lock)Support vector machineFatigue and fracture mechanicsWelding Techniques and Residual StressesStructural Integrity and Reliability Analysis
A machine learning and multi-source authentic data-driven framework for accurate fatigue life prediction of welds in existing steel bridge decks | Litcius