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Machine learning for fatigue lifetime predictions in 3D-printed polylactic acid biomaterials based on interpretable extreme gradient boosting model

Hamid Nasiri, Ali Dadashi, Mohammad Azadi

2024Materials Today Communications22 citationsDOI

Topics & Concepts

Polylactic acidMaterials scienceBoosting (machine learning)Gradient boosting3d printedComposite materialExtreme learning machine3D printingArtificial intelligenceBiomedical engineeringPolymerComputer scienceRandom forestEngineeringArtificial neural networkIndustrial Vision Systems and Defect DetectionManufacturing Process and OptimizationAdditive Manufacturing and 3D Printing Technologies
Machine learning for fatigue lifetime predictions in 3D-printed polylactic acid biomaterials based on interpretable extreme gradient boosting model | Litcius