Litcius/Paper detail

An improved fatigue life prediction via defect-informed intelligent learning method

Aditya Pandey, Chitresh Chandra, Vidit Gaur

2025International Journal of Mechanical Sciences13 citationsDOI

Topics & Concepts

Artificial intelligenceSurface roughnessArtificial neural networkMachine learningProcess (computing)Component (thermodynamics)Fatigue testingComputer scienceSupport vector machineRandom forestSurface (topology)Surface finishVibration fatigueEngineeringFatigue limitPredictive modellingPerformance predictionFracture (geology)Fracture mechanicsStructural engineeringSensitivity (control systems)F1 scoreFatigue and fracture mechanicsNon-Destructive Testing TechniquesWelding Techniques and Residual Stresses